Interface
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FDE Data Platform

Connect sources. Model with AI. Deploy agents. Ship to production.
One workspace. One living solution.

IDE + ClaudeConnectorsAI ModelingAgentsInfraPlanningUI Builder
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Living Memory Active

Everything you built.
Still here.

The graph behind you is your workspace memory. Every connector, model, agent, and deploy — linked, versioned, alive. Nothing resets.

3 pipelines synced

yesterday

customer_360 built

2 days ago

feedback-analyst deployed

this morning

payment-api review

pending

Start building
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How it works

The full path. One workspace.

Connect → Model → Agents → Ship. Each step remembers the last.

Connect

Plug in your data sources

OAuth into Salesforce, HubSpot, Stripe, databases — choose CDC or incremental. Test the connection. Set a schedule. Data flows into your warehouse.

Salesforce
HubSpot
Stripe
PostgreSQL
Model

Build the data graph with AI

Chat with the lineage canvas. Stage raw tables, build curated layers, run quality checks. Every table, join, and transform stays on one visual graph.

raw.salesforce_contactsready
staging.unified_customersrunning
curated.customer_360pending
Agents

Deploy governed AI agents

MCP servers, RAG agents, typed APIs — all generated from your data products. Tools are scoped, version-pinned, and auditable. Memory shared.

feedback-analystlive
customer-mcplive
GET /api/customers200
Ship

One push. Everything deploys.

Infra, services, and UI deploy together. Rollback in seconds. Cost, health, lineage — visible in the workspace. Production in minutes, not weeks.

deploying interface-platform...

✓ Docker image built 24.6s

✓ Cloud Run updated 8.2s

✓ Health check passed 2.1s

● Live at withinterface.dev

Platform with memory

Nothing resets
between steps.

Other stacks forget. Interface writes a memory spine — solution.yaml — so connectors, models, agents, and infra share one living graph. Every new ticket starts from what already exists.

  • Desired state in Git. Every change is a diff against workspace memory.
  • Agents start with context — not a blank prompt.
  • Lineage, approvals, health stay on the solution.
workspace memorylive
solution.yaml
Connectors
Models
Agents
Infra
UI

The platform

Every surface. One living solution.

IDE

Claude-powered multi-agent dev. Tickets, branches, and memory — all in one workspace. Every run builds on the last.

Planning

Tickets linked to solution.yaml. Plan, estimate, and track against live platform state — not stale docs.

Connect

Visual connector catalog. OAuth into Salesforce, HubSpot, Stripe, databases — CDC or incremental. Zero glue.

Modeling

AI lineage canvas. Chat-driven pipelines, quality checks, staged → curated layers. Full graph visibility.

Agents

MCP servers, RAG agents, typed APIs. Scoped tools, version-pinned, auditable. Memory shared across all agents.

Infra

Service graph, deploy logs, env controls. One-click rollback. Cost, health, lineage — visible.

UI Builder

Template gallery + live preview. Ship dashboards and insight hubs to stakeholders instantly.

From raw data to production.
Today.

Open a workspace and walk the full path — connector to deploy.

Get started