Context is Everything | Business Systems Built for AI

The Ring Model

How the Contour Method works through SASHA

Public Context

The Moat

Organisational Knowledge

Public Context

What anyone can find.

Sector knowledge. The same information every AI has access to. The starting point, also where the occasional hallucination drifts.

The Moat

Why competitors can't catch up.

Every business has access to the same AI. None of them can replicate your accumulated context. The gap between the rings is what makes you defensible.

Organisational Knowledge

What AI alone can't know.

Methodology. Memory. Brand culture and proprietary frameworks and processes. The accumulated knowledge that distinguishes your firm from everyone else operating in your sector.

SASHA

The platform, inside your business.

Context Engineering maps everything you already know. Controlled Reasoning applies AI with evidence and clear boundaries. Inside your firewall, compounding every day, £10k/month in provable value for £3k/month.

Time before vs time after

Outer mound: before. Inner mound: after. Hover any peak. Click for the case study.

Time before vs time after

Tap a stream to read the case study.

Are your senior people spending half their time on tasks a well-trained system could handle?

That part is fixable.

The harder part: your best thinking lives in people, not systems. It doesn't scale. When they're stretched, quality drops. When they leave, that knowledge and experience go with them.

That's fixable too.

The product

What SASHA does

Your methodology, always available.

Any team member can apply your firm's thinking to any engagement. Consistent quality, without the bottleneck.

Your knowledge, compounding.

Every engagement teaches SASHA more. What your firm knows gets retained permanently.

Runs on your infrastructure. Your data stays yours.

Is this you?

Your senior people spend more time on production than strategy

Your methodology lives in slide decks and email chains

Quality depends on who's available, not what you know

You've tried AI tools and got generic output

If any of that lands, here's where it tends to live:

Procurement

Multi-vendor tender analysis. £15M decision in 48 hours.

Consultancies

Methodology encoding for partner-led firms

Agencies

Strategic gap analysis for boutique studios

Case Studies

Real results, real clients

Managed AI search visibility

One company, many websites, all of them found.

We built bernard, the engine that rebuilds and ranks websites. For a business running a portfolio of sites, we point it at the whole estate: your business's own private brain in SASHA, an audit of your own search data, a content calendar for every site, and new pages published once you have approved them. Fewer than ten sites is priced in proportion. Three levels, priced by how much we do. The same team works every one.

Portfolio

£3,000 a month

Up to 10 sites, new pages monthly

Estate

£5,000 a month

Up to 25 sites, new pages fortnightly

Group

£10,000 a month

Up to 50 sites, new pages weekly

What each level includes →

We free your senior people from the work that doesn't need them. Let's look at the numbers.

Get a deployment proposal →

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The Ring Model

How the Contour Method works through SASHA

Public Context

The Moat

Organisational
Knowledge

Public Context

What anyone can find.

Sector knowledge. The same information every AI has access to. The starting point, also where the occasional hallucination drifts.

The Moat

Why competitors can't catch up.

Every business has access to the same AI. None of them can replicate your accumulated context. The gap between the rings is what makes you defensible.

Organisational Knowledge

What AI alone can't know.

Methodology. Memory. Brand culture and proprietary frameworks and processes. The accumulated knowledge that distinguishes your firm from everyone else operating in your sector.

SASHA

The platform, inside your business.

Time before vs time after

Outer mound: before. Inner mound: after. Hover any peak. Click for the case study.

Time before vs time after

Tap a stream to read the case study.

Are your senior people spending half their time on tasks a well-trained system could handle?

That part is fixable.

The harder part: your best thinking lives in people, not systems. It doesn't scale. When they're stretched, quality drops. When they leave, that knowledge and experience go with them.

That's fixable too.

The product