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Reframe Technologies

AI is leverage on knowledge work, if you direct it.

Reframe makes the knowledge inside your organisation visible, so you can decide where AI fits, and where your people make the difference.

Left to everyone’s imagination, AI drafts emails and tidies documents. The framework is what turns that into a return you can point to, and prove.

IndependentNo delivery team. No reseller margin. No platform we’re steering you to. No stake in what you choose.
Your organisation, augmented
Value directed
Only your people
Written down
Your industry
Anyone qualified
Finance
Sales
Operations
Risk
Service

Augment it domain by domain. The more of the grid you light, the more of your organisation works with AI by design, not by accident.

The leverage

Your biggest line item is knowledge work.

Decades ago, activity-based costing made the economics of business activity visible, and let organisations move cost and revenue to where they mattered. Knowledge Strata does the same for knowledge work in the AI era.

Aim a small amount of AI at the right knowledge, and it returns against the largest cost you carry. Leave it undirected, and the spend just grows. Directing it is something you design.

What you spend on knowledge work
Directed
Real return on AI
Find where to start

95%

of enterprise AI pilots show no measurable return on the bottom line.

MIT · State of AI in Business 2025

39%

of organisations can attribute any bottom-line impact to AI. For most, under five per cent.

McKinsey · State of AI

40%

of agentic AI projects are forecast to be cancelled or scaled back by 2027.

Gartner · 2025 forecast

Most enterprise AI doesn’t fail on capability. It fails on aim. The model works, it just gets pointed at the wrong work.

Find where your value sits
The engagements

Here’s how you direct it.

Directing AI across your knowledge is three jobs. Each one is a defined engagement, run on the same four layers, and each ends in something you can act on.

Initiative Portfolio Review
Start here

Check what’s already in flight.

On the map: which funded projects will pay off, and which won’t.

We read every funded initiative against the knowledge it depends on, and give each one a decision: stop, continue, or reclassify.

For sponsors with spend committed · about two weeks
See the Portfolio Review →
AI Architecture Audit & Roadmap

See what to own, and what to rent.

On the map: the same capability, bought several times over.

Your real vendor map, the overlaps priced out, and a recommendation on what to own and what to rent.

For CIOs and transformation leads · about two to three weeks
See the Architecture Audit →
Knowledge Audit

Go deep where it matters.

On the map: codify one column, top to bottom.

Activity-based costing for your knowledge. One high-stakes decision, sorted into what is standard, what is your own policy, and what only your people can do.

Starts with a dry run, no build spend · about two weeks
See the Knowledge Audit →

Why independent.

No delivery team waiting for a statement of work. No reseller margins. No platform we are steering you towards. Independent advice means Reframe has no stake in what you choose. Every recommendation is grounded in your situation, not in what we would make from it.

It is also why the framework behind the work sits in the open at knowledgestrata.com, so you can see how it reads a business before you call.

We run on the framework we sell.

The layers AI can do, AI does: research, analysis, production, at the depth of a team. What you engage is the judgement on top, and the tools built to carry it. We have audited our own organisation on the framework. You are looking at the result.

Read how we work →

Start a conversation.

Have a decision you’re weighing, or an initiative you’re unsure about? We’ll run it through the framework and show you what it looks like, on something real. No deck, no pitch.

Not sure which fits? Answer three questions.

Which is you right now?

Three quick reads. Pick the closest in each and we’ll point you at the right place to start.

Q1 · Where are you with AI?
Q2 · What's the worry?
Q3 · Who needs the answer?

Pick one from each to see where Reframe would start.

Start the conversation

Every engagement is led hands-on, and we take on a small number at a time.