AI & Knowledge Systems
Systems that show their work. Grounded in your data, governed by your rules, auditable end to end.
Knowledge & reasoning
- RAG pipelines with citation and explainability
- Multi-agent orchestration via the MCP pattern
- Domain-specific tuning and evaluation harnesses
- Enterprise search over internal knowledge bases
Analytics toolkit
- Attribution — which channels actually convert
- Funnels, cohorts, and retention dashboards
- Self-hosted PostHog, Plausible, or Matomo
- Event pipelines on ClickHouse
how AI that shows its work
Every answer cited. Every decision logged.
01
Ingest 02
Embed 03
Store 04
Retrieve 05
Reason 06
Audit ↑ hover each node ↑ tap a node
fig. 02-a the pipeline, end to end — every answer carries its sources
Customer Journey Intelligence
Which channels bring customers who stay — attribution you can query in plain English.
Enterprise Search + Citations
SOPs and policies, semantically searchable, with sources.
AI-Assisted Planning
The AI drafts, the human decides. Every recommendation on the record.
not us:
No GPT wrappers with your logo. No black boxes. If you want a chatbot widget, there are cheaper options — if you want a system your team trusts, let's talk.
stack What this work is built on
Every shelf lists why we chose it, what it costs, and the route off it.
Have something in mind?
Tell us what you're building — we'll tell you how we'd approach it.