Ingestion
Connectors for SharePoint, Confluence, GDrive, Salesforce, ServiceNow, and your data lake.
PlatformDeploy in 1 week
RAG & Vector Stack
Knowledge that answers, on day one.
Ingestion, hybrid retrieval, and grounding pipelines for agent-grade knowledge - wired up so any agent can reason over your data.
Hybrid retrievalRe-rankingCitations
+18%Conversion lift on agentic search1 weekFrom source to indexed corpus
In production
Conversion lift on agentic search+18%
From source to indexed corpus1 week
Integrations
pgvectorPineconeWeaviateSnowflakeDatabricksConfluenceSharePoint
Median deploy: 1 week
Capabilities
Everything RAG & Vector Stack ships with - production-grade, day one.
Hybrid retrieval
BM25 + dense vectors + structured filters with cross-encoder re-ranking.
Grounding
Inline citations, hallucination checks, and document-level evidence trails.
Update pipelines
Incremental indexing with per-tenant access control and PII handling.
Deploy
From kickoff to production in 1 week.
Every solution comes with a calibrated eval suite, runbooks, and integration guides - so your team can take ownership from day one. Self-hosted, hybrid, or fully managed.
- 1Kickoff & calibration
Align on data, integrations, and policy. Calibrate the eval golden set.
- 2Connect & configure
Wire integrations, configure tools, and stand up the runtime in your cloud.
- 3Shadow & ship
Shadow on live traffic, ramp on evals, and ship to production with rollback.
FAQs
Answers your buyers, security teams, and engineers ask.
Can we bring our own vector DB?
Yes. Drop-in adapters for pgvector, Pinecone, Weaviate, and Vertex Matching Engine.
Free working session with a forward-deployed engineer
Show us the problem. We'll send back a written plan to fix it.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
- Workflow map
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
- Velocity diagnostic
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
- Risk & rescue read
An honest view of what your team has already vibe-coded and what it needs to survive production.
- Architecture sketch
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
60-minute working sessionSenior forward-deployed engineerTwo follow-ups + written summaryFree of charge for qualified businesses
Most teams walk away with a fixed-scope plan in a single session.
Book your free assessment
Reserve a 60-minute working session with a senior AI engineer and practice lead.