https://amfelt.com/Recent content in Your data platform, running itself. on AmfeltHugoen-us© 2026 Amfelt Labs B.V.https://amfelt.com/platform/how-it-works/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/platform/how-it-works/A cloud control plane for configuration and monitoring, and an agent inside your infrastructure that reads, moves, and loads your records and reports metadata and run results to the control plane.https://amfelt.com/docs/concepts/projects/Tue, 14 Jan 2025 00:00:00 +0000https://amfelt.com/docs/concepts/projects/A project is at the core of your Amfelt experience. It connects data sources to your data platform and defines the jobs that load your data.https://amfelt.com/about/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/about/Amfelt is a European startup that automates data engineering. We take hand-written pipelines and manual documentation off your data team's plate, so they can spend their time on outcomes instead of plumbing.https://amfelt.com/docs/guides/sources/add-a-source/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/sources/add-a-source/Register a source system in a project, point an agent at it, and confirm the connection works.https://amfelt.com/docs/guides/repository/browse-committed-files/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/repository/browse-committed-files/Read your project configuration exactly as it was committed, and what to do when a file cannot be displayed.https://amfelt.com/docs/guides/jobs/choose-a-load-strategy/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/jobs/choose-a-load-strategy/Choose how each run loads the source. Full loads ship today; incremental loads are on the roadmap.https://amfelt.com/docs/guides/targets/connect-a-data-platform/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/targets/connect-a-data-platform/Configure the data platform where Amfelt generates and maintains your layers.https://amfelt.com/docs/guides/version-control/connect-a-repository/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/version-control/connect-a-repository/Use your own Git repository for a project's configuration instead of the one created for it.https://amfelt.com/docs/guides/projects/create-a-project/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/projects/create-a-project/Set up the container that holds your sources, jobs, and configuration.https://amfelt.com/platform/data-catalog/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/platform/data-catalog/Amfelt generates governed context from your data sources, including versioned data contracts in the Open Data Contract Standard (ODCS), AI-ready documentation, and visual diagrams that your team and your AI agents can trust.https://amfelt.com/docs/concepts/architecture/deployment/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/concepts/architecture/deployment/The managed control plane, and how the agent runs on your own infrastructure.https://amfelt.com/docs/guides/catalog/explore-the-catalog/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/catalog/explore-the-catalog/Navigate from a source to a single column, and read what Amfelt knows about each.https://amfelt.com/docs/guides/monitoring/follow-a-run/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/monitoring/follow-a-run/Watch an execution from dispatch to result, and work out where a failed one broke.https://amfelt.com/docs/guides/cli/install/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/cli/install/Get the amfelt binary onto a host inside your infrastructure and confirm it runs.https://amfelt.com/docs/guides/organization/invite-a-member/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/organization/invite-a-member/Bring someone into your organization with the role they need.https://amfelt.com/docs/guides/billing/track-usage/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/billing/track-usage/See how much data your organization is moving against your plan's limits.https://amfelt.com/solutions/warehouse-automation/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/solutions/warehouse-automation/Generate staging, history, and bridge layers from metadata. DDL, load logic, and historization produced by templates from the data contract.https://amfelt.com/docs/concepts/plugins/Thu, 09 Jan 2025 00:00:00 +0000https://amfelt.com/docs/concepts/plugins/Connectors ship as versioned plugins. What they declare, where they run, and why selecting them per role is what makes the platform composable.https://amfelt.com/platform/data-movement/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/platform/data-movement/Amfelt moves data between connectors as Apache Arrow record batches. Full loads ship today, and every sync reconciles the record count of each table it lands. Usage is metered on the data moved.https://amfelt.com/docs/guides/sources/discover-metadata/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/sources/discover-metadata/Introspect a source's schemas so Amfelt can generate its data contract.https://amfelt.com/docs/guides/targets/layers-and-naming/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/targets/layers-and-naming/What Amfelt generates in your data platform, and how objects get their names.https://amfelt.com/docs/guides/monitoring/logs-and-metrics/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/monitoring/logs-and-metrics/Use the metrics cards and the runs table to see how your jobs behave over time.https://amfelt.com/docs/guides/cli/register-an-agent/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/cli/register-an-agent/Create a one-time code in the app, register the agent against it, and keep it connected.https://amfelt.com/docs/guides/repository/restore-an-earlier-version/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/repository/restore-an-earlier-version/Return an environment's whole job graph to a version committed earlier, covering what a restore replaces, what it never touches, and what to do when it refuses.https://amfelt.com/docs/guides/version-control/review-and-commit-changes/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/version-control/review-and-commit-changes/Read the diff between your working configuration and Git, then commit it.https://amfelt.com/docs/guides/organization/roles-and-access/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/organization/roles-and-access/What each role can do, and how to choose the right one.https://amfelt.com/docs/guides/jobs/schedule-a-job/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/jobs/schedule-a-job/Put a run on a cron schedule, and understand what happens when runs collide or the platform restarts.https://amfelt.com/docs/concepts/architecture/security-model/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/concepts/architecture/security-model/How tenants are kept apart, how agents get credentials, how people and agents authenticate, and what is audited.https://amfelt.com/solutions/source-onboarding/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/solutions/source-onboarding/Connect a source and start syncing without writing ingestion code. Amfelt recommends a table type for each table, and flags schema drift when you run discovery again.https://amfelt.com/docs/guides/catalog/trace-lineage/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/catalog/trace-lineage/See which data platform objects a source produces, and where a data platform object came from.https://amfelt.com/docs/guides/projects/work-with-environments/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/projects/work-with-environments/Keep development, test, acceptance, and production apart within one project.https://amfelt.com/docs/concepts/pipelines/Sun, 12 Jan 2025 00:00:00 +0000https://amfelt.com/docs/concepts/pipelines/How data travels from a source to your data platform, covering the jobs that move it, the layers it lands in, and the order a run executes them.https://amfelt.com/docs/guides/cli/check-agent-health/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/cli/check-agent-health/Diagnose an agent that will not connect, or prove a fresh install is sound before you run anything.https://amfelt.com/solutions/data-quality-contracts/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/solutions/data-quality-contracts/Every source is governed by an Open Data Contract Standard document, and every sync checks the schema it extracts against that contract.https://amfelt.com/platform/layering/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/platform/layering/Amfelt generates consistent data layers from a single template: staging, history, and bridge layers with uniform naming conventions. No hand-written SQL.https://amfelt.com/docs/guides/projects/manage-project-access/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/projects/manage-project-access/Keep a project's member list, and know what governs access today.https://amfelt.com/docs/guides/version-control/resolve-a-conflict/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/version-control/resolve-a-conflict/What to do when someone else committed to the same project configuration first.https://amfelt.com/docs/guides/catalog/review-schema-drift/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/catalog/review-schema-drift/See how a source's schema changed between discovery runs, and judge what it breaks.https://amfelt.com/docs/guides/sources/review-the-data-contract/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/sources/review-the-data-contract/Read what discovery generated and decide what to change before data moves.https://amfelt.com/docs/guides/jobs/run-and-follow-a-job/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/guides/jobs/run-and-follow-a-job/Execute a run on demand, watch it, and cancel it if you need to.https://amfelt.com/solutions/governed-data-delivery/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/solutions/governed-data-delivery/Git-versioned configuration, DTAP environments, role-based access, and run monitoring: data delivery your team can audit and repeat.https://amfelt.com/docs/concepts/type-resolution/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/concepts/type-resolution/How a column's type survives the trip from source to data platform, covering the three vocabularies involved and the order they are tried in.https://amfelt.com/solutions/ai-ready-data/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/solutions/ai-ready-data/Contracts, lineage, and documentation generated from your sources and configuration: trustworthy context your people and AI agents can decide on, built on open standards.https://amfelt.com/platform/security/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/platform/security/What the agent keeps on your host, what it sends to the control plane and receives from it, and who else handles that data. The agent reads and loads your records on your infrastructure; metadata, run results, advisor statistics, and stored credentials reach the control plane.https://amfelt.com/docs/concepts/write-modes-and-history/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/concepts/write-modes-and-history/What the history layer remembers, how records are meant to land in staging, and the keys both depend on.https://amfelt.com/docs/concepts/templates/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/concepts/templates/The SQL that maintains your history and bridge layers is generated from templates your target connector owns. They are deterministic, dialect-native, and readable.https://amfelt.com/docs/concepts/versioning/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/concepts/versioning/One semantic-version scale applied to five things, including the one you did not choose to version (your source's schema).https://amfelt.com/docs/concepts/data-quality/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/concepts/data-quality/Three checks run on every sync. Two you get without asking, and one you write in the contract.https://amfelt.com/docs/reference/glossary/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/docs/reference/glossary/The terms Amfelt uses, in one place.https://amfelt.com/docs/reference/data-contract/authoritative-definitions/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/authoritative-definitions/Links to external, authoritative documentation or definitions for an element.https://amfelt.com/docs/reference/data-contract/common-types/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/common-types/Shared primitive type definitions reused across the schema.https://amfelt.com/docs/reference/data-contract/custom-properties/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/custom-properties/Extension mechanism for arbitrary key-value metadata not covered by the standard.https://amfelt.com/docs/reference/data-contract/data-quality/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/data-quality/Quality expectations attached to schema objects and properties: library checks, SQL rules, and custom assertions.https://amfelt.com/docs/reference/data-contract/pricing/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/pricing/Optional cost information for consuming the data product described by the contract.https://amfelt.com/docs/reference/data-contract/schema/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/schema/The logical data model of a contract: objects such as tables, views, or topics and the properties, types, and constraints they expose.https://amfelt.com/docs/reference/data-contract/server/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/server/Where the data physically lives, including the connection target and the per-technology settings for each supported server type.https://amfelt.com/docs/reference/data-contract/sla/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/sla/Service-level agreement properties such as freshness, availability, and retention targets.https://amfelt.com/docs/reference/data-contract/support/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/support/Communication channels for the contract, such as a support email, chat, or issue tracker.https://amfelt.com/docs/reference/data-contract/tags/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/tags/Free-form labels used to classify and discover contracts and their elements.https://amfelt.com/docs/reference/data-contract/team/Sun, 01 Nov 2026 09:38:28 +0000https://amfelt.com/docs/reference/data-contract/team/The people accountable for the contract and the access roles available on its servers.https://amfelt.com/docs/reference/project/jobs/Sun, 01 Nov 2026 09:38:27 +0000https://amfelt.com/docs/reference/project/jobs/The consolidated job model: glob-based object selection, run strategies and schedules, and per-column axes (extract, compare, expose) plus per-column bridge config.https://amfelt.com/docs/reference/project/plugins/Sun, 01 Nov 2026 09:38:27 +0000https://amfelt.com/docs/reference/project/plugins/Connector plugin management and transformer plugin definitions.https://amfelt.com/docs/reference/project/project/Sun, 01 Nov 2026 09:38:27 +0000https://amfelt.com/docs/reference/project/project/The root of an amfelt.yaml file: project identity, environment, drift policy, and generated repository outputs.https://amfelt.com/docs/reference/project/sources/Sun, 01 Nov 2026 09:38:27 +0000https://amfelt.com/docs/reference/project/sources/Source-system definitions: connection servers, schema abbreviations, access policies, and custom properties.https://amfelt.com/docs/reference/project/targets/Sun, 01 Nov 2026 09:38:27 +0000https://amfelt.com/docs/reference/project/targets/Target data platform definitions where transformed data is loaded.https://amfelt.com/blog/first-version-closed-testing/Sun, 01 Nov 2026 00:12:00 +0000https://amfelt.com/blog/first-version-closed-testing/The first version of Amfelt is complete. We are now running demos and tests with a small group of invited teams.https://amfelt.com/blog/why-we-are-building-amfelt/Sun, 01 Nov 2026 00:11:00 +0000https://amfelt.com/blog/why-we-are-building-amfelt/A CFO asks the whole company to build with AI, while a modest pilot to collect raw vessel data sits blocked. Why we're building Amfelt for the gap in between.https://amfelt.com/blog/coordinating-parallel-agents/Sun, 01 Nov 2026 00:10:00 +0000https://amfelt.com/blog/coordinating-parallel-agents/A commit in August staged one agent session's uncommitted work into another session's change. How we responded with Git worktrees, a guard hook, shared planning documents, a GitHub issue tree, and handovers between sessions.https://amfelt.com/blog/type-casting-is-a-pipeline-step/Sun, 01 Nov 2026 00:09:00 +0000https://amfelt.com/blog/type-casting-is-a-pipeline-step/At a wholesaler moving toward dbt, I found typed source columns arriving as strings in Snowflake. The migration showed how much transformation code depended on those conversions.https://amfelt.com/blog/htmx-instead-of-react/Sun, 01 Nov 2026 00:08:00 +0000https://amfelt.com/blog/htmx-instead-of-react/Why a team with Go and Hugo experience built a CRUD-shaped control plane from server-rendered HTML fragments instead of React, what that costs us, and the kind of app where we would choose differently.https://amfelt.com/blog/why-our-platform-is-a-modular-monolith/Sun, 01 Nov 2026 00:07:00 +0000https://amfelt.com/blog/why-our-platform-is-a-modular-monolith/Why a small team with a fixed stack chose one Go binary per app on one Postgres instead of microservices, what that costs, and the triggers that would make us split.https://amfelt.com/blog/gating-a-static-site-with-go/Sun, 01 Nov 2026 00:06:00 +0000https://amfelt.com/blog/gating-a-static-site-with-go/How we gave a Hugo site per-user access control without giving up static output: a small Gin server, Hanko for sign-in, and the whole site embedded in the binary.https://amfelt.com/blog/markdown-knowledge-base-for-ai-development/Sun, 01 Nov 2026 00:05:00 +0000https://amfelt.com/blog/markdown-knowledge-base-for-ai-development/AI-assisted development produces documentation faster than anyone can file it. Plain Markdown in the repository, rendered by a static site generator, turns that pile into a knowledge base for both people and agents.https://amfelt.com/blog/perfect-sql-wrong-answer/Sun, 01 Nov 2026 00:04:00 +0000https://amfelt.com/blog/perfect-sql-wrong-answer/Three teams at a national telco counted connections three different ways. That experience, and MotherDuck's data-preparation benchmark, made me question what an agent needs beyond valid SQL.https://amfelt.com/blog/make-your-pipelines-deterministic/Sun, 01 Nov 2026 00:03:00 +0000https://amfelt.com/blog/make-your-pipelines-deterministic/An LLM changed my build check until a failing Hugo build looked successful. That experience shaped how I think about AI-generated pipeline code and the checks it must pass.https://amfelt.com/blog/every-warehouse-needs-history/Sun, 01 Nov 2026 00:02:00 +0000https://amfelt.com/blog/every-warehouse-needs-history/My first engagement as an independent consultant started with a week of manually recovering failed warehouse loads, and a CFO whose numbers moved between Monday and Thursday. The root cause was a warehouse with no history, which is far more common than it should be.https://amfelt.com/blog/understanding-your-data-platform/Sun, 01 Nov 2026 00:01:00 +0000https://amfelt.com/blog/understanding-your-data-platform/An incomplete source inventory sent me into years of integration code before I could plan a global warehouse. What that work taught me about documenting a data platform.https://amfelt.com/blog/data-tools-solving-wrong-problems/Sun, 01 Nov 2026 00:00:00 +0000https://amfelt.com/blog/data-tools-solving-wrong-problems/Four colleagues praised our demo. The fifth reviewer, a system integrator we barely knew, questioned the complexity and the problems we had chosen to solve. We had to reconsider what would make the platform useful to a data team.https://amfelt.com/docs/reference/api/account/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/account/The authenticated user's own account and organization memberships.https://amfelt.com/docs/reference/api/advise/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/advise/LLM-backed advisor — the agent-callable action plus admin config and metering.https://amfelt.com/docs/reference/api/agent/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/agent/Registered Amfelt agents and their approval lifecycle.https://amfelt.com/docs/reference/api/agent-extras/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/agent-extras/Agent registration, invites, key rotation, security posture, and the registration-event audit log — the agent surface beyond the lifecycle core.https://amfelt.com/docs/reference/api/agent-release/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/agent-release/Released builds of the Amfelt agent.https://amfelt.com/docs/reference/api/agent-versions/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/agent-versions/The organization's agent version policy per DTAP environment: follow the newest release, or hold a pinned version that moves by promotion.https://amfelt.com/docs/reference/api/approvals/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/approvals/Generic approval requests: a change that needs a second person waits here until it is approved, declined, or expires.https://amfelt.com/docs/reference/api/audit/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/audit/The organization's audit log. Each record states who acted, what was done, to which class of governed object, and how it ended.https://amfelt.com/docs/reference/api/catalog/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/catalog/Discovered ODCS data contracts for project catalog sources.https://amfelt.com/docs/reference/api/checkpoint/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/checkpoint/Lifecycle checkpoints recorded during a job run.https://amfelt.com/docs/reference/api/health/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/health/Liveness probe. Returns immediately with build information and uptime — no database, no auth.https://amfelt.com/docs/reference/api/orgs/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/orgs/Self-service organization creation, membership, and invites.https://amfelt.com/docs/reference/api/plugin/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/plugin/Plugins available for the Amfelt client.https://amfelt.com/docs/reference/api/projects/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/projects/Project lifecycle within a tenant.https://amfelt.com/docs/reference/api/run/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/run/Job-run history, reports, and tasks persisted by the Amfelt agent.https://amfelt.com/docs/reference/api/secret/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/secret/Vault-backed secret storage and rotation.https://amfelt.com/docs/reference/api/telemetry/Sat, 31 Oct 2026 12:20:23 +0000https://amfelt.com/docs/reference/api/telemetry/Agent telemetry firehose. Agents POST run/task lifecycle events to feed the in-memory ring buffer that backs the live SSE stream; admins can purge the cache to reclaim memory.https://amfelt.com/changelog/v0.1.0/Wed, 28 Oct 2026 00:00:00 +0000https://amfelt.com/changelog/v0.1.0/Simpler agent setup, clearer Catalog diagrams and a new Advisor tab. Agent setup now uses shorter commands for Windows, macOS and Linux. Catalog diagrams map your schemas, keys and data flows. Owners and admins can manage the AI advisor from the Advisor tab.https://amfelt.com/trademarks/Sun, 04 Oct 2026 00:00:00 +0000https://amfelt.com/trademarks/How amfelt.com uses third-party names and logos, and the notices their holders ask us to carry.https://amfelt.com/cookies/Tue, 29 Sep 2026 00:00:00 +0000https://amfelt.com/cookies/Which cookies and browser storage amfelt.com and the Amfelt platform use, and how to control them.https://amfelt.com/privacy/Tue, 29 Sep 2026 00:00:00 +0000https://amfelt.com/privacy/How Amfelt Labs B.V. collects and uses personal data on amfelt.com and in the Amfelt platform.https://amfelt.com/integrations/snowflake/Thu, 15 Jan 2026 00:00:00 +0000https://amfelt.com/integrations/snowflake/On the roadmap: Snowflake as a cloud data platform target for loading and historization at scale, and as a source for data extraction.https://amfelt.com/integrations/magento/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/magento/On the roadmap: Pull Adobe Commerce (Magento) orders and catalog into your data platform.https://amfelt.com/integrations/amazon-dynamodb/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/amazon-dynamodb/On the roadmap: Pull your DynamoDB items into the data platform, no scans to babysit.https://amfelt.com/integrations/amazon-kinesis/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/amazon-kinesis/On the roadmap: Read and write Kinesis streams as data flows.https://amfelt.com/integrations/amazon-redshift/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/amazon-redshift/On the roadmap: Land your modeled data in Amazon Redshift.https://amfelt.com/integrations/amazon-s3/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/amazon-s3/On the roadmap: Your data lake's storage layer: read and write files at any scale.https://amfelt.com/integrations/avro/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/avro/On the roadmap: Read and write Avro, schema and all.https://amfelt.com/integrations/apache-cassandra/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/apache-cassandra/On the roadmap: Extract from Cassandra at scale, partition keys and all.https://amfelt.com/integrations/apache-hudi/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/apache-hudi/On the roadmap: Write incremental data into Apache Hudi tables.https://amfelt.com/integrations/apache-iceberg/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/apache-iceberg/On the roadmap: Land your data in Apache Iceberg, the open table format.https://amfelt.com/integrations/apache-kafka/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/apache-kafka/On the roadmap: Ingest Kafka topics as they stream in.https://amfelt.com/integrations/orc/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/orc/On the roadmap: Read columnar data from ORC files.https://amfelt.com/integrations/asana/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/asana/On the roadmap: Pull Asana projects and tasks into your data platform.https://amfelt.com/integrations/bitbucket/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/bitbucket/On the roadmap: Bring Bitbucket repos and pull-request data into your data platform.https://amfelt.com/integrations/jira/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/jira/On the roadmap: Bring Jira issues and sprints into your data platform.https://amfelt.com/integrations/aws-athena/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/aws-athena/On the roadmap: Query and extract from your S3 data lake through Athena.https://amfelt.com/integrations/azure-blob-storage/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/azure-blob-storage/On the roadmap: Read and write files in Azure Blob Storage and ADLS Gen2.https://amfelt.com/integrations/azure-event-hubs/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/azure-event-hubs/On the roadmap: Ingest events from Azure Event Hubs as they arrive.https://amfelt.com/integrations/azure-synapse/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/azure-synapse/On the roadmap: Load modeled data into Azure Synapse.https://amfelt.com/integrations/bamboohr/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/bamboohr/On the roadmap: Bring BambooHR people data into your data platform.https://amfelt.com/integrations/bigcommerce/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/bigcommerce/On the roadmap: Bring BigCommerce orders and products into your data platform.https://amfelt.com/integrations/braze/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/braze/On the roadmap: Pull Braze engagement data into your data platform.https://amfelt.com/brief/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/brief/For whoever decides: what hand-built pipelines cost, why history matters, where data goes.https://amfelt.com/integrations/clickhouse/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/clickhouse/On the roadmap: Read from and write to ClickHouse, built for fast analytics.https://amfelt.com/integrations/cockroachdb/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/cockroachdb/On the roadmap: Read from CockroachDB, your distributed SQL database, into the data platform.https://amfelt.com/contact/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/contact/Talk to us about enterprise terms, strict network or sovereignty requirements, or a connector you need that we do not have yet.https://amfelt.com/integrations/couchbase/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/couchbase/On the roadmap: Move JSON documents in and out of Couchbase.https://amfelt.com/integrations/coupa/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/coupa/On the roadmap: Bring Coupa spend and procurement data into your data platform.https://amfelt.com/integrations/csv/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/csv/Bring flat files in without defining a schema first.https://amfelt.com/integrations/databricks/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/databricks/On the roadmap: Land your data in Databricks, lakehouse tables and all.https://amfelt.com/integrations/delta-lake/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/delta-lake/On the roadmap: Write your data into Delta Lake tables.https://amfelt.com/integrations/duckdb/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/duckdb/Connect DuckDB with Amfelt: setup, required privileges, configuration reference, and type mapping.https://amfelt.com/integrations/elasticsearch/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/elasticsearch/On the roadmap: Pull documents and indices out of Elasticsearch.https://amfelt.com/integrations/epicor-kinetic/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/epicor-kinetic/On the roadmap: Pull Epicor Kinetic manufacturing data into your data platform.https://amfelt.com/integrations/exasol/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/exasol/On the roadmap: Connect Exasol, the in-memory analytics database, as a source or a target.https://amfelt.com/integrations/excel/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/excel/On the roadmap: Pull data straight from Excel workbooks, sheets and ranges.https://amfelt.com/integrations/file/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/file/Connect File with Amfelt: setup, required privileges, configuration reference, and type mapping.https://amfelt.com/integrations/freshsales/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/freshsales/On the roadmap: Bring Freshsales CRM data into your data platform.https://amfelt.com/integrations/freshservice/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/freshservice/On the roadmap: Pull Freshservice tickets and assets into your data platform.https://amfelt.com/integrations/rest-api/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/rest-api/On the roadmap: Connect any REST API and pull its data in.https://amfelt.com/integrations/github/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/github/On the roadmap: Extract GitHub repos, issues, and PRs into your data platform.https://amfelt.com/integrations/gitlab/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/gitlab/On the roadmap: Pull GitLab projects and pipelines into your data platform.https://amfelt.com/integrations/google-ads/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/google-ads/On the roadmap: Pull Google Ads spend and performance into your data platform.https://amfelt.com/integrations/google-bigquery/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/google-bigquery/On the roadmap: Land analytics-ready data in BigQuery, Google's serverless data platform.https://amfelt.com/integrations/google-cloud-storage/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/google-cloud-storage/On the roadmap: Read and write files in Google Cloud Storage.https://amfelt.com/integrations/google-pubsub/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/google-pubsub/On the roadmap: Publish and consume Google Pub/Sub messages.https://amfelt.com/integrations/graphql-api/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/graphql-api/On the roadmap: Pull data from any GraphQL API, queries and all.https://amfelt.com/integrations/greenhouse/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/greenhouse/On the roadmap: Pull Greenhouse hiring and candidate data into your data platform.https://amfelt.com/integrations/hubspot/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/hubspot/On the roadmap: Pull HubSpot contacts, deals, and campaigns into your data platform.https://amfelt.com/integrations/ibm-db2/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/ibm-db2/On the roadmap: Extract from IBM Db2, mainframe or LUW, into your data platform.https://amfelt.com/integrations/ifs/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/ifs/On the roadmap: Bring IFS ERP, asset, and service data into your data platform.https://amfelt.com/integrations/infor-cloudsuite/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/infor-cloudsuite/On the roadmap: Extract Infor CloudSuite data straight from Data Fabric.https://amfelt.com/integrations/insightly/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/insightly/On the roadmap: Extract Insightly CRM and project data into your data platform.https://amfelt.com/integrations/iterable/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/iterable/On the roadmap: Extract Iterable campaign and event data into your data platform.https://amfelt.com/integrations/json/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/json/On the roadmap: Read and write JSON, nested structures preserved.https://amfelt.com/integrations/jsonl/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/jsonl/Read flat JSONL (newline-delimited JSON) into your data platform, one record per line.https://amfelt.com/integrations/klaviyo/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/klaviyo/On the roadmap: Bring Klaviyo email and SMS data into your data platform.https://amfelt.com/integrations/linkedin-ads/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/linkedin-ads/On the roadmap: Pull LinkedIn Ads performance into your data platform.https://amfelt.com/integrations/mailchimp/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/mailchimp/On the roadmap: Bring Mailchimp campaign and audience data into your data platform.https://amfelt.com/integrations/mariadb/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/mariadb/On the roadmap: Read from and write to MariaDB, the open MySQL fork.https://amfelt.com/integrations/marketo/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/marketo/On the roadmap: Extract Marketo leads and engagement into your data platform.https://amfelt.com/integrations/facebook-ads/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/facebook-ads/On the roadmap: Bring Meta Ads performance data into your data platform.https://amfelt.com/integrations/microsoft-dynamics-365/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/microsoft-dynamics-365/On the roadmap: Extract business data from Dynamics 365, entities and all.https://amfelt.com/integrations/microsoft-dynamics-gp/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/microsoft-dynamics-gp/On the roadmap: Pull financials from Dynamics GP into your modern data platform.https://amfelt.com/integrations/entra-id/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/entra-id/On the roadmap: Pull users and groups from Microsoft Entra ID.https://amfelt.com/integrations/onelake/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/onelake/On the roadmap: Pull data from Microsoft Fabric OneLake into your pipelines.https://amfelt.com/integrations/fabric-warehouse/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/fabric-warehouse/On the roadmap: Land modeled data in Microsoft Fabric Warehouse, ready for Direct Lake.https://amfelt.com/integrations/microsoft-intune/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/microsoft-intune/On the roadmap: Extract device and compliance data from Microsoft Intune.https://amfelt.com/integrations/microsoft-sql-server/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/microsoft-sql-server/On the roadmap: Connect SQL Server as a source or a target, CDC included.https://amfelt.com/integrations/minio/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/minio/On the roadmap: Self-hosted, S3-compatible object storage: read and write at any scale.https://amfelt.com/integrations/monday/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/monday/On the roadmap: Pull monday.com boards and items into your data platform.https://amfelt.com/integrations/mongodb/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/mongodb/On the roadmap: Pull MongoDB collections into the data platform, nested fields intact.https://amfelt.com/integrations/motherduck/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/motherduck/On the roadmap: Load into MotherDuck, DuckDB in the cloud.https://amfelt.com/integrations/mysql/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/mysql/On the roadmap: Read from and write to MySQL, source or target.https://amfelt.com/integrations/netsuite/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/netsuite/On the roadmap: Bring NetSuite financials and operations data into your data platform.https://amfelt.com/integrations/notion/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/notion/On the roadmap: Extract Notion pages and databases into your data platform.https://amfelt.com/integrations/okta/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/okta/On the roadmap: Bring Okta users, groups, and logs into your data platform.https://amfelt.com/integrations/opensearch/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/opensearch/On the roadmap: Move data in and out of OpenSearch.https://amfelt.com/integrations/oracle/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/oracle/On the roadmap: Extract from Oracle Database into your modern data platform.https://amfelt.com/integrations/oracle-erp-cloud/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/oracle-erp-cloud/On the roadmap: Extract from Oracle ERP Cloud into your analytics stack.https://amfelt.com/integrations/parquet/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/parquet/Read Parquet, the columnar workhorse, straight into your data platform.https://amfelt.com/integrations/pgvector/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/pgvector/On the roadmap: Load embeddings into Postgres with pgvector, ready for search.https://amfelt.com/integrations/pipedrive/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/pipedrive/On the roadmap: Bring your Pipedrive deals and activities into the data platform.https://amfelt.com/integrations/postgresql/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/postgresql/Connect PostgreSQL with Amfelt: setup, required privileges, configuration reference, and type mapping.https://amfelt.com/integrations/presto/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/presto/On the roadmap: Query across your sources through Presto and pull the results in.https://amfelt.com/integrations/quickbooks-online/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/quickbooks-online/On the roadmap: Pull your QuickBooks Online books into the data platform.https://amfelt.com/integrations/redis/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/redis/On the roadmap: Pull data out of Redis, your in-memory store.https://amfelt.com/integrations/sage-intacct/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/sage-intacct/On the roadmap: Bring Sage Intacct financials into your data platform.https://amfelt.com/integrations/salesforce/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/salesforce/On the roadmap: Bring your Salesforce objects and fields into the data platform, intact.https://amfelt.com/integrations/sap/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/sap/On the roadmap: Get SAP business data out through sanctioned channels, no ABAP rework.https://amfelt.com/integrations/ariba/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/ariba/On the roadmap: Pull procurement data from SAP Ariba into your data platform.https://amfelt.com/integrations/sap-hana/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/sap-hana/On the roadmap: Read from SAP HANA, the in-memory database under your SAP estate.https://amfelt.com/integrations/scylladb/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/scylladb/On the roadmap: Extract from ScyllaDB, your low-latency Cassandra-compatible store.https://amfelt.com/429/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/429/Server error 429https://amfelt.com/integrations/servicenow/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/servicenow/On the roadmap: Bring ServiceNow tickets and CMDB data into your data platform.https://amfelt.com/integrations/shopify/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/shopify/On the roadmap: Bring your Shopify orders, products, and customers into the data platform.https://amfelt.com/integrations/soap-api/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/soap-api/On the roadmap: Extract from legacy SOAP services without the boilerplate.https://amfelt.com/integrations/square/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/square/On the roadmap: Pull Square payments and sales into your data platform.https://amfelt.com/integrations/stripe/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/stripe/On the roadmap: Bring Stripe payments, subscriptions, and invoices into your data platform.https://amfelt.com/integrations/sugar-crm/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/sugar-crm/On the roadmap: Pull SugarCRM data into your analytics stack.https://amfelt.com/integrations/teradata/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/teradata/On the roadmap: Load modeled data into Teradata Vantage.https://amfelt.com/thank-you/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/thank-you/Thank you for your message. We’ve received your request and will get back to you as soon as possible. Back to home  https://amfelt.com/integrations/tiktok-ads/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/tiktok-ads/On the roadmap: Pull TikTok Ads performance into your data platform.https://amfelt.com/integrations/trino/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/trino/On the roadmap: Federate your sources through Trino and extract the results.https://amfelt.com/integrations/vertica/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/vertica/On the roadmap: Land your data in Vertica for fast analytics.https://amfelt.com/waitlist/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/waitlist/Join the Amfelt waitlist. We'll tell you when Amfelt opens to more data teams.https://amfelt.com/integrations/webhook/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/webhook/On the roadmap: Receive webhook events and land them in your pipeline.https://amfelt.com/integrations/workday-financials/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/workday-financials/On the roadmap: Extract Workday Financials data into your data platform.https://amfelt.com/integrations/workday-hcm/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/workday-hcm/On the roadmap: Extract Workday HCM people data into your data platform.https://amfelt.com/integrations/xero/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/xero/On the roadmap: Pull your Xero accounting data into the data platform.https://amfelt.com/integrations/xml/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/xml/On the roadmap: Pull structured data out of XML, no manual parsing.https://amfelt.com/thank-you-waitlist/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/thank-you-waitlist/You’re in. We’ve received your details, and we’ll send a confirmation email to the address you entered. We’ll email you again when Amfelt opens to more teams. In the meantime, take a look at how Amfelt works, or share the waitlist with a colleague. Back to home   Share by email  https://amfelt.com/integrations/zendesk/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/zendesk/On the roadmap: Pull Zendesk tickets and conversations into your data platform.https://amfelt.com/integrations/zoho-crm/Mon, 01 Jan 0001 00:00:00 +0000https://amfelt.com/integrations/zoho-crm/On the roadmap: Bring Zoho CRM data into your data platform.