Turn Business Data - Into AI-ReadyContext
Stream, govern, and publish trusted operational data as agent-ready context. Give AI agents secure access to your business without exposing production systems.
What's Already Shipping
Operational data is continuously captured from production systems, governed as a data product, and made available to AI agents—without granting direct access to production databases.
Day 0
Complete a short application
Confirm fit and identify the highest-value use cases
WEEK 1
Capture & Govern
Production data continuously captured without exposing production systems.
DAYS 8–30
Model & Publish
Governed business context available for analytics and AI.
DAYS 31–90
Enable AI Agents
AI agents can understand your business without direct database access.
From Operational Data to AI-Ready Business Context - The journey
Day 0 → Day 90
Foundation
LiveConnect
Platform onboarding
- PostgreSQL and operational databases
- Existing cloud storage and infrastructure
- Business systems and operational workflows
- Outcome: Your operational landscape is mapped and connected
Capture
Betapg-cdc + wire-drop
Capture business activity continuously
- Stream inserts, updates, and deletes from PostgreSQL
- Preserve complete operational history
- Create an immutable operational record
- Outcome: Operational data becomes continuously available outside production
Govern
LiveLake Formation + IAM + Tags
Establish trust and control
- IAM-driven access policies
- Sensitivity tags and data classification
- Audit trails and governance controls
- Outcome: Trusted operational data products
Model
Livefirst-table
Create business context
- Customer entities
- Orders and transactions
- Products, inventory, and subscriptions
- Shared business definitions
- Outcome: Raw tables become business context
Publish
LiveData Products
Publish operational context
- Governed data products
- Semantic business entities
- AI-ready context endpoints
- Outcome: Trusted context becomes discoverable and reusable
Publish
LivePublish business context for AI
Collaborate across teams and partners
- AI-ready context endpoints
- Governed business data products
- MCP-compatible access
- Discoverable operational context
- Outcome:Business context becomes available to AI agents
Connect Agents
LiveConnect ChatGPT, Claude, and AI agents
Connect AI agents safely
- Claude
- ChatGPT
- MCP clients
- Internal copilots
- Outcome: AI agents gain secure access to business context
Operate
LiveOperational Context Cloud
Run an Operational Context Platform
- AI-ready business context
- Governed agent access
- Continuous operational intelligence
- Outcome: AI agents can reason over trusted business context instead of production databases
Why and why now.
The missing layer between operational systems and AI agents is business context.
How partnership works
From application to production in under a week. Then 90 days of building together.
5-question form. 3-minute commitment
After 90 days: you pivot to a paid plan
You move to managed service platform — with the layer you picked already live for your team. No surprise pricing. No lock-in. You can export your Iceberg data and walk away at any time.
Free for 90 days
Direct founder Slack/email access
White-glove onboarding and setup
One-command Iceberg export workflows
Early access to Starter and Enterprise platform features
Continued founder support for 90 days after onboarding
Free for 90 days
Deploy one operational context capability into your environment and take it to production. Choose a starting point: - Capture operational data from PostgreSQL - Create governed business data products - Build AI-ready business context - Publish business context to AI agents - Enable secure agent access to operational knowledge
White-Glove Deployment
Work directly with the founders to integrate Burnside into your stack. - Architecture guidance - Deployment assistance - Direct Slack and email access - Fast product feedback loops - Early access to new capabilities Goal: Deliver measurable value within 90 days.
Get Started →
What We Ask
- A production or staging PostgreSQL environment - A short weekly 30-minute feedback session - Honest feedback on usability and business impact - Optional permission to list your logo on the Design Partners page
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Who This Is For
- SaaS companies building AI-powered products - Data and analytics teams - Teams exploring AI access to operational systems - Organizations creating customer-facing AI experiences - Engineering teams struggling with reporting on production databases - Builders who want AI to understand their business, not just their documents
See a Demo →
Early Design Partners
- Help shape the Operational Context Platform for AI agents. - You’ll influence product direction, gain early access to new capabilities, and work directly with the founding team. - Limited design partner slots available.
See a Demo →
White-Glove Onboarding
Work directly with the founders to connect operational data, establish governance, and enable AI-ready business context.