Every enterprise must ship AI. Today, each AI feature is its own 6–12 month project.
Customers now expect insights, conversations, and actions — and each one means rebuilding the same stack from scratch.
New AI feature
Rebuild the whole stack
6–12 monthsevery single time
02 / The solution
Insights Fabric compiles experiences from your enterprise knowledge — and embeds them in your product.
Enterprise Knowledge
Compile
Experience
Embed in your app
Enterprise Knowledge is built from data you already have — your app database or aggregated tables in your lake. No new pipelines to build.
Your customers never leave your product.
A deterministic core keeps every insight consistent and traceable. AI conversation makes it feel natural. And each experience ends in a real business action — not just an answer.
03 / Demo · imagine it's your product
Your customer logs in — and a complete analytics experience appears inside your app.
app.your-retail-saas.com/insightsYour product
Your customer gets
Insights
Explanations
Recommendations
Conversations
Actions
— all inside your app
04 / Why it wins
Weeks, not months — and built for what's next.
01
AI features in weeks
Compile and embed instead of rebuilding a stack per feature.
02
One knowledge layer
Understand the enterprise once; power every experience from it.
03
Embedded, on your brand
Consistent insight, conversation, and action inside your product.
04
Future-proof for agents
Today's experiences become tomorrow's enterprise agents.
Gen 1 · Chatbotsbolted on
Gen 2 · Compiled experienceswoven into workflows
05 / The invitation
Ship differentiated AI-powered customer experiences in weeks instead of months.
Insights Fabric turns enterprise knowledge into intelligent, embeddable experiences your customers can't stop using.
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Insights Fabric
✳ Appendix · How data connects
Low lift for you. The heavy lifting is ours.
Your dataapp DB or aggregated lake tables
Read-only connect
Insights Fabricmodels & structures
Enterprise Knowledge
01
Connect what you already have
Grant read access to your app database or curated tables in your lake. No new ETL or pipelines to build.
02
We do the modeling
Insights Fabric turns raw data into reusable enterprise knowledge — entities, metrics, and relationships.
03
Governed & read-only
We read aggregated data; your systems stay the source of truth, under your access controls.
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