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
Start building
Living Memory

Everything you built.
Still here.

Your workspace memory — every connector, model, agent, and deploy. Linked, versioned, alive. Nothing resets.

Start building
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How it works

The full path. One workspace.

IDE → Plan → Connect → Model → Agents → Infra → UI. Each step remembers the last.

IDE

Claude-powered dev workspace

Tickets, branches, multi-agent runs — all inside one IDE. Claude helps you code. Memory carries across sessions so nothing starts from zero.

TICKET-42: Add churn modelin progress
Claude: refactoring pipeline...
feat/churn-model3 commits
Planning

Tickets backed by platform state

Plan against what actually exists. Tickets link to solution.yaml — so estimates, dependencies, and scope reflect the live system, not stale docs.

Add Stripe connectordone
Build payment_events modelin progress
Deploy billing-agentplanned
Connect

Plug in your data sources

OAuth into Salesforce, HubSpot, Stripe, databases — CDC or incremental. Test, schedule, and let data flow into your warehouse automatically.

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. Full visibility into every table, join, and transform.

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. Scoped tools, version-pinned, auditable. Memory shared across all.

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

Service graph + one-click deploy

Docker, Cloud Run, env configs, health checks — all visible. Deploy with one push. Rollback in seconds. Cost and lineage stay on the workspace.

deploying interface-platform...

✓ Docker image built 24.6s

✓ Cloud Run updated 8.2s

✓ Health check passed 2.1s

● Live at withinterface.dev

UI Builder

Ship dashboards instantly

Pick a template, connect your data products, preview in real-time. Ship insight hubs and internal tools to stakeholders — no frontend required.

Customer Dashboardpublished
Revenue Reportdraft
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