Data Fastlane automates your analytics engineering intake pipeline end-to-end — natural language request → AI-clarified PRD → sprint tickets → reviewed pull request. Your team approves at every stage. Your credentials stay in your VPC.
The Data Fastlane worker runs inside your own infrastructure. Warehouse credentials, dbt keys, API tokens — all stay in your VPC. We never see them. We never store them. Your data is yours.
Every feature below is live in production. Not a roadmap. Not a pitch. This is what you get on day one.
Natural language request → multi-round AI clarification → structured PRD. Jasper v2 drives the entire intake conversation, asking the right questions, not a generic form.
RAG pipeline with hybrid search over your dbt docs, runbooks, and institutional knowledge. Connect your dbt project via the dbt KB Connector — Jasper surfaces the right context automatically.
Stage 1 schema discovery connects to Snowflake and BigQuery, reads your actual table structures, and injects that context into every AI agent decision. No manual schema docs required.
Full pipeline stage visualization across all your active workflows. See every intake request moving through Research → Clarify → PRD → Tickets → Code. Real-time status for your entire team.
Closed-loop PR review cycle. Our bot reviews every AI-generated PR, checks for dbt best practices, flags schema issues, and provides inline comments — before your engineers even open the diff.
Full agent-based Stage 1 pipeline — Research → Clarify → PRD — run by a purpose-built orchestrator. Parallel agents, retry logic, health dashboard included. Not glue code. A real control plane.
KPIs, activity feed, GitHub insights, and orchestrator health — all in one place. Your VP of Data opens the app and sees exactly what's moving, what's stalled, and what shipped today.
Route all AI calls through your own control plane. Manage provider API keys centrally, set per-team budgets, monitor token usage, and switch models without touching agent code.
Security, stability, and observability built in. Audit logging, structured error handling, health checks, and observability hooks — ready for your InfoSec team's review on day one.
LIVE INTEGRATIONS
The pipeline is fully automated. Control stays with your team. No black boxes.
A stakeholder submits a request in plain English — via Slack, Jira, Google Forms, or directly in the app. Jasper, our conversational AI agent, asks targeted clarifying questions based on your Knowledge Base and actual warehouse schema.
Once Jasper has enough context, it generates a structured PRD. Your team reviews and approves before anything moves forward. One-click approval. Full edit access.
The approved PRD flows into your Workflows Kanban. The agent orchestrator decomposes it into implementation tickets — AI-eligible vs. needs-human — with complexity scores and dependency ordering.
Your team reviews the full implementation plan on the Kanban board. Approved tickets move to Stage 3. Flagged tickets go back to humans. Nothing starts without sign-off.
For AI-eligible tickets, the agent writes dbt models, SQL, and tests — then opens a PR. Our AI Code Review Bot runs first, checking dbt best practices, schema consistency, and test coverage.
Your engineers review the bot's notes plus the diff. Your existing CI runs dbt compile and dbt test. Two approvals. Ship it. Intake to merged PR — measured in hours, not weeks.
Data Fastlane workers run inside your infrastructure. Your Snowflake / BigQuery credentials, your GitHub tokens, your LLM API keys — all stored in your environment, encrypted at rest. We orchestrate. Your secrets never leave your VPC.
The pipeline is live. These features are next in the queue — already in active development.
Real-time tmux streaming to the control plane. Watch your agents think, search, and build — live — from the dashboard. Full observability into every agent action.
Conversational Q&A over your entire Knowledge Base. Ask "what models touch the orders table?" or "what was the last change to the revenue PRD?" and get an instant, cited answer.
Searchable activity log for every agent action, approval, edit, and deployment. Full compliance-ready event history with filters, exports, and user attribution.
Define your pipeline configuration, agent settings, and workflow templates in a fastlane.yml file. Version-controlled, reviewable, team-managed.
API endpoint for workflow submission. Trigger intake directly from your own tools, scripts, or CI pipelines. Any system that can POST JSON can submit a request.
Guided first-run setup connects your warehouse, GitHub, Jira, and Knowledge Base in under 20 minutes. Your first intake workflow running before your coffee gets cold.
Start free. Scale when you ship. No per-seat fees for stakeholders submitting requests.
All plans include BYOK — your credentials always stay in your VPC. Annual plans available at 20% discount.
If you're a VP of Data or Head of Analytics Engineering at a mid-size company, this is for you.
Your backlog isn't a people problem. It's a process problem. Data Fastlane gives your team a production-ready AI pipeline for analytics engineering intake — live integrations, human-in-the-loop approvals, credentials in your VPC.
14-day free trial. No credit card required. Full feature access from day one.