Services / Done-for-you
KnowOps

We'll turn your knowledge into something your agents can reason over.

Knowledge engineering, done for you: taxonomy, Graph RAG, agent-ready structure, and ongoing knowledge health — architected and built by our team, not left to a self-serve setup wizard.

What you get →
Powered by
TPS Report HiFiBots
What you get

A knowledge base your agents can actually use.

Not a document dump with embeddings on top. A structured, curated, agent-ready knowledge system.

Taxonomy design

A structure that reflects how you think

We map your knowledge landscape and co-design categories and relationships that mirror your organization's real structure.

Graph RAG build

Multi-hop retrieval, wired in

Embeddings plus explicit relationships — centrality scoring, related-doc links, and scoped collections, built and tuned for your corpus.

The Retrieval Contract

Knowledge that can't misfire

We write the contract for every document — what it's for, and what it's not for — enforced at authoring and at sync, so your agents never over-retrieve.

KnowOps monitoring

Knowledge that doesn't go stale

Ongoing freshness detection, usage analytics, and health alerts — so the system you build stays trustworthy.

How we work

A defined engagement, not an open-ended retainer.

01

Audit & taxonomy design

We map your existing knowledge — docs, wikis, databases, tribal knowledge — and co-design a taxonomy that reflects how your org actually categorizes expertise.

02

Curation & codification

Human-in-the-loop structuring: explicit relationships, category assignment, and metadata enrichment on top of your content.

03

Graph indexing & embedding

Content is chunked, embedded, and indexed into scoped collections, with graph metadata — centrality, relationships — stored alongside.

04

Handoff & ongoing operations

We wire up staleness detection and usage analytics, then hand you a system you can run — or we keep operating it with you.

Who it's for

Teams sitting on knowledge no one can query.

Research & ops teams

Institutional knowledge scattered across docs and tribal memory, with no way for agents — or new hires — to find it.

Support & documentation orgs

A docs site that's grown past what keyword search or vanilla RAG can handle well.

Knowledge product builders

Want to publish a gated, monetizable knowledge base with an agent layer, but don't want to build the pipeline from scratch.

Let's structure your knowledge properly.

Tell us what you're working with. We'll scope the engagement on a call — no commitment required.

See all services