The difference isn't the model. It's the missing context.
AI that doesn't know your business - your customers, your jobs, your numbers, your people - can't run it. We build that knowing first, install it as software, and stay to run it with you.
Stats: industry surveys 2025-26
The solution
The Murray Model
Our proprietary ontology: a living model of your whole business, in three dimensions - built by our experts, kept alive by every engagement.
Dimension one
Anatomy
What exists.
Every customer, job, person, supplier, and pound - mapped and connected, organized by nine domains.
Dimension two
Motion
What moves.
Decisions, cash, work, and messages - recorded as they happen, so the model is never a snapshot.
Dimension three
Condition
How healthy.
Every reading held against your plan and our benchmarks - vital signs, not annual check-ups.
Murray - the platform - is the window: the whole model, visible on one screen. Everything else builds from here.
Where Murray sits
Everyone else knows a slice of your business, or is priced for a corporation.
Every serious product will have memory, knowledge and context soon, and Murray has them. What makes the difference is what joins them: a record of what you decided and what happened after, an install by people who read your business, actions taken under your orders, and an accountant who can read it all. That is why 7% make AI work and the rest do not.
You decide. Murray sees it through. For your people, your cash and your customers.
Five ways in
Five practices. One play: your context, configured privately.
The Murray Model
One living picture of the whole business.
Operational sensing
See your operation breathe.
Contextual content
Your voice. At a pace you can't.
Data unification
Your systems, finally talking.
New business lines
Idea to run-rate, prototyped.
We love the unglamorous plumbing.
The old systems, the messy spreadsheets, the integrations nobody else wants. That's where the 81 points live - and it's how your model gets built.
What we don't do: hourly billing, body-shopping, surveillance work, orphaned builds. And if the assessment says you don't need us yet, that's what it will say.
AI doesn't replace your people. It amplifies them.
The engagement
How it flows.
1
Connect
Day one
Your books, your bank, your inbox, your calendar - connected in a day. The unglamorous plumbing, done.
2
Read
Two weeks
The Nine Circles assessment: nine scores, the three findings that matter, a 90-day plan.
3
Prove
One sprint
One live workflow, built and running inside the platform - not a slide deck.
4
Run
Ongoing
We stay. The vitals read on a cadence, the model kept alive, the software doing the work.
Fixed-scope engagements, priced before we start. The two-week assessment is the front door - and you keep the living model either way.
Security, before anything
Your business, in one protected place.
Never trained on. Your data teaches no one's model. Ever.
One certified home. Your engagement lives in the Murray platform - not in inboxes, drives, or laptops.
You see everything. Who looked at what, when, and why - visible to you, always. Access ends when the engagement does.
People, never surveilled. We lead with worker and consumer privacy - and decline work that doesn't.
Security certification (SOC 2) is on the near-term roadmap and can be expedited to meet a deployment's requirements.
The people
Senior experts. No juniors, no pyramids.
Applied AI
making it work here, not in a demo
Strategy & Creative
judgment first; the plan before the platform
Technical Integration
your systems, connected without the drama
Security
governance and data safety, from day one
Every expert is certified on our methods and works inside our platform - so quality is a system, not a lucky draw.
Who we serve: owner-run companies of 10 to 250 people - and the operations that keep them honest: manufacturing, logistics, field services and fleets, hospitality, commercial buildings, and care delivery.
