Koalition Intelligence.
AI systems thatunderstand yourcompany’s knowledge.
Private, branded knowledge agents built by a 25-year studio — not a prompt-and-pray consultant.
The problem.
Institutional knowledge is everywhere.
Except where you need it.
Your best thinking is buried in Google Drive folders no one opens.
Critical processes live in one person’s head — or a Notion page from 2021.
New hires spend weeks finding answers that already exist somewhere in Slack.
What we build.
Three systems, one goal: make your knowledge work for you.
Knowledge Agents
RAG systems over your company archives — docs, decks, wikis, transcripts. Ask a question in plain language, get an answer grounded in your own data.
Operational Copilots
Agents that sit inside your CRM, contracts, or policy docs. They don’t replace your team — they give your team superpowers.
Custom AI Workflows
Composio-powered integrations that connect your AI to the tools you already use — Slack, Notion, HubSpot, your internal APIs. No copy-pasting between tabs.
How it’s different.
Not another AI consultancy.
Studio-grade design
Your AI tools should feel as considered as your brand. We design interfaces people actually want to use — not chatbot widgets from a template.
Private by default
Your data stays yours. We build on infrastructure you control, with an on-prem option for teams that need it. No training on your content, ever.
Built on your stack, not ours
We work with the tools you already have — your cloud, your databases, your SSO. No vendor lock-in, no proprietary platform you can’t leave.
Ongoing partnership, not a handoff
Knowledge systems aren’t set-and-forget. We stick around to retrain, tune, and evolve your agents as your business changes.
See it in motion.
From a scattered archive to a single clean answer.
Your knowledge is scattered.
Ask anything.
Drive
Docs
Events
Chat
Inbox
Data
Logs
PDFs
Sheets
Assets
We've completed successful projects in healthcare, finance, and manufacturing — with deep archives on each sector that your team can drill into.
“Section 4.2 — Scope of services covering clinical workflow modernisation across regional hospitals.”
Contract.pdf
“Outcome: 38% faster triage after the platform rolled out to three facilities in the pilot quarter.”
Case Study - Healthcare.md
“Proposal for a mid-market wealth-management platform redesign, Q3 engagement scope included.”
Proposal - Finance.docx
Private. Designed. On your terms.
Process.
Four phases. No mystery.
Discovery
Wk 1–2
Map your knowledge landscape. Identify sources, audit quality, define success.
Pilot
Wk 3–5
Build a working agent on a focused slice. Real users, real feedback, real answers.
Production
Wk 6–10
Scale across your full archive. Integrate into your tools. Harden for daily use.
Care
Ongoing
Monitor accuracy. Retrain on new content. Evolve the system as your knowledge grows.
Built with.
Tools we trust.
Claude
Language model
Next.js
Application layer
Neon + pgvector
Vector search
Composio
Tool integrations
Cloudflare R2
Document storage