01 · Sources
Your product system + your expertise
Product facts remain in the system you own. Documents, your site, calls and media provide the company expertise.
PIM / ERP · documents · website · calls · mediaWebriQ / StackShift II
How the operating flow actually works
Your product truth and company expertise enter on the left. StackShift II turns them into approved, connected knowledge in the Canon, then composes and deploys the outputs people and AI systems use.
One governed loop
One source of approved knowledge. Two delivery tracks. Your team retains authority over product truth and approvals. WebriQ operates the agents, composition engine, deployment and continuous improvement loop.
Controlled inputsGoverned operationDual-track delivery
02 · Ingest
Parse and normalize
Source material becomes machine-readable text and structured product and content input.
Ingestion · normalization03 · Enrich
Extract facts, claims and relationships
AI agents create structured objects, links, taxonomy, metadata and retrieval signals.
AI agents · entities · embeddings04 · Review
Your team approves what becomes true
Proposals arrive in one plain-language queue to approve, amend or reject. Nothing enters the Canon unapproved.
Review queue · approval gate05 · Canon
One trusted knowledge layer
Approved semantic objects, sources, relationships and vectors form the permanent, authoritative record.
Supabase · pgvector · knowledge graph06 · Compose
Assemble and deploy
The build engine composes every approved output from the Canon and deploys it continuously.
Render intents · build engine · Vercel07 · Deliver
One truth, two tracks
Human trackPages and content for people
Machine trackCitable, structured output for AI systems
Next.js · JSON-LD · APIs · MCP1
Start with two controlled sources
StackShift II starts with your product system and your company expertise. Product truth stays under your control; source material is copied in for processing.
Transition
Sources ready
The flow does not end at deployment. Monitoring detects gaps and upstream changes. New proposals return to the review queue; approved changes update the Canon and regenerate every dependent output.
Your team
Own truth and decisions
Manage product truth, set priorities and approve the claims or changes that require business authority.
StackShift II
Connect the operating loop
Keep sources, review, canonical knowledge, execution, delivery and feedback in one governed flow.
WebriQ · operator
Run the engine room
Operate agents, workflows, infrastructure, deployments, monitoring and the continuous improvement process.