cortex/tic
Quoting
Technical enquiries turned into draft quotes; an engineer approves each one.
Days → minutes
human gate · audit trail · your cloud
// AI HARNESS, EXPLAINED
The power of your AI lies in the harness.
AI models are raw power. A harness is what points that power at your work, keeps it on the road and gives you control over it.
Your horse won’t make it to market without a harness
// THE PROBLEM
Why a chatbot can't sign your work.
A language model guesses the next word. It has no memory of your business, no access to your systems, no idea which answers are wrong - and nobody is accountable.
What you need is the same model, in a harness.
| A chatbot alone | In a harness |
|---|---|
| Answers from memory, in one go | Works in small steps, each one logged |
| Reads only what you paste in | Reads your documents and systems - every value sourced |
| No record of why it answered | Shows its workings end to end |
| Nobody signs, nobody accountable | A named person accepts, edits and signs |
| Accuracy is whatever it is today | Scored against your own gold-standard examples |
| Your data goes to the provider | Runs in your cloud, behind your security |
// THE ENGINE AND THE VEHICLE
Same horse. Very different outcome.
A powerful horse can go anywhere, but on its own it will not find its way to market. It needs a harness: the straps and reins that point its strength at your load, keep it on the road and let a driver stop it. The horse is the raw power. The harness is what makes that power useful, directed and safe.
An AI model like ChatGPT is the horse. The harness is everything built around it so your business can rely on it.
01 · ON ITS OWN
Raw power, no delivery
Impressive. Goes anywhere. Delivers nothing meaningful.
02 · IN A HARNESS
Directed, steered, accountable
Pointed at your load, kept on the road, with a driver who can stop it.
// INSIDE THE HARNESS
Six parts, wrapped around the model.
- 01/ DRIVER
Human gates
Like the driver, your specialists decide when work stops and when it goes - nothing leaves without their sign-off.
- 02/ LOAD
Context
The load the model works from: your own documents and records, every item labelled and traceable.
- 03/ WEIGHBRIDGE
Evaluation
Weighs every result against your experts’ known-good examples - proof it delivered what it should.
- 04/ FENCES
Guardrails
Keeps the AI in its lane: only the data, systems and tasks it is permitted to touch, inside your cloud.
- 05/ REINS & ROUTE
Orchestration
Steers the work step by step - which agent does what, in what order, with every hand-off recorded.
- 06/ HITCH
Tools
Connects the model to your business - the systems, databases and software it needs to do real work.
// HUMAN GATES
AI with human in the loop.
- Enquiries, documents, records in
- AI first pass - inside guardrails, logged
- Competent person reviews & signs
- Quotes, reports, deliverables out
↺ every correction at the gate improves the system
01 · GATE
Input check
A person confirms the submission is complete.
02 · GATE
Rule sign-off
An expert approves any rule the AI proposes.
03 · GATE
Value check
Uncertain values are flagged, never silently filled.
04 · GATE
Decision
The person decides and signs. The system never does.
05 · GATE
Accountability
Track, evaluate and take accountability for the output.
// WOULD IT PASS AN AUDIT?
Five questions every accountable business asks.
| The question | A chatbot alone | Inside a harness |
|---|---|---|
| Who made the decision? | Unclear - the answer just appeared | A named, competent person signs |
| What evidence was used? | Its own memory | Your records, every value sourced |
| How accurate is it? | Asserted, not measured | Scored against your gold-standard examples |
| Is client data protected? | It may leave your control | Runs in your cloud, permissions enforced |
| Can you show your workings? | No record | A full audit trail of every step |
// OWN YOUR AI
You rent the engine. You own the harness.
AI models are a commodity anyone can rent. The harness is where your advantage, and your risk control, actually live.
Own it. Everything built on your data is your IP: prompts, agents, integrations, test sets and tuned models. You never rent your own process back.
Shape it to your niche. A general assistant is built for everyone. Your harness learns your workflows, your standards and your experts' judgement.
Control it. It runs in your cloud, behind your security. You can swap models as the market moves, without rebuilding.
Your experts are scarce and hard to replace, and most of their day goes on admin around the expert work rather than the work itself.
A harness takes the first pass off them and keeps them at the gate, where their judgement is the product.
In many specialist markets the first credible response wins the work - quoting in minutes rather than days is a growth lever, not just an efficiency.
Because the harness is yours, every improvement compounds inside your business, not your supplier's.
// IN PRACTICE · TESTING, INSPECTION & CERTIFICATION
One harness, five jobs.
cortex/tic
Engineering drawings
Diagrams read into a searchable, traceable record.
Weeks → under 45 min
human gate · audit trail · your cloud
cortex/tic
Report writing
1,500–2,000 pages across 8 sites, assembled for an engineer to sign.
Target: 90 days → under 5
human gate · audit trail · your cloud
cortex/tic
Application review
Gaps and problems flagged before an assessor opens the file.
1–2 days of forms, cut
human gate · audit trail · your cloud
cortex/tic
Answers from your data
94 real questions, every answer linked to its evidence.
Scored before go-live
human gate · audit trail · your cloud
Our approach
From AI opportunity to working solution
We don't believe AI strategy should end with a slide deck. We help you take the right opportunity from idea to implementation.
01
Strategy & Scoping
We start with your business, not the technology.
Assess your goals, processes and data to identify and prioritise the opportunities where AI could create the most value.
02
Prototype & Prove
Test the opportunity before committing to the full solution.
Build practical prototypes to validate feasibility, usability and potential business impact.
03
Build & Integrate
Turn the proven idea into a working solution.
Develop and integrate AI around your existing systems, workflows and requirements.
04
Deploy & Improve
Make AI part of how your business works.
Support deployment, adoption, monitoring and ongoing improvement.
// FAQ
Your questions, answered.
The call
Find out what your custom AI Harness would look like.
Book a 30-minute call with one of our AI consultants.
No preparation needed. 30 minutes.
What happens on the call?
01
Understand — we learn about your business, priorities and challenges.
02
Explore — we identify where AI could create practical value.
03
Next steps — we discuss sensible next steps based on what you've told us.
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