Phase Compose + Perform
Service 04

Knowledge Infrastructure

Agents that know what your business knows. Institutional memory, queryable.

The Problem

Your agent doesn't know what your people know.

Out of the box, AI agents only know what's in their prompt. Your business knows much more: years of past projects, a thousand emails about how a process actually works, a folder of policies, a wiki nobody fully reads, the hard-won judgments of your most experienced staff.

Without knowledge infrastructure, every agent is a novice. It can write fluently but it doesn't know your context. It will be confidently wrong about things your team would catch instantly.

We build the layer that makes your data accessible to agents. Pipelines that ingest your documents, vector stores that let agents search semantically, knowledge graphs that capture relationships. Your data becomes the sheet music your agents perform from.

What We Actually Do

From buried data to queryable memory.

01

Knowledge audit

Where institutional knowledge lives today, and where it's getting lost. Policies, projects, emails, decisions.

02

Ingestion pipelines

Documents, emails, tickets, transcripts, structured data, processed and indexed. Automated and maintained.

03

Retrieval layer

Vector stores, hybrid search, knowledge graphs. Sized and tuned for your data shape and query patterns.

04

Refresh and quality

How the knowledge stays current, how stale data gets pruned, how quality is monitored over time.

Where It Fits

The foundation laid in Compose.

Knowledge Infrastructure is the foundation laid in Compose, and it's maintained continuously through Perform. New agents come online with access to it; existing agents get smarter as it grows.

Pairs with: Agent Design & Deployment (the agents that consume the knowledge) and Integration & Connectivity (the systems data flows from).

In Practice

Institutional memory, made usable.

A professional services firm had 12 years of project files: contracts, scopes, deliverables, lessons learned. Buried in folders. We built a knowledge layer that pulls from all of it. New project quotes that took 3 days now take 40 minutes, and they reference precedents the senior partners forgot existed.

C
Anonymised case
Professional services, Sydney
What Changes

Agents that know your context.

Ready to make your knowledge work?

90 minutes. No obligation. Walk away with a clear view of where your institutional knowledge is and how agents could use it.

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