AI transformation6 min read
The five levels of AI readiness — and why most companies are at level two
Before choosing a use case, know where your data, processes and people actually are.
Read more →AI Governance & Risk
Usage policies, data classification, access controls, evaluation standards and audit requirements for organisations deploying AI — practical enough to be followed.
What this service includes
- 01
AI usage policy
- 02
Data classification and handling rules
- 03
Model and vendor evaluation criteria
- 04
Human-in-the-loop standards
- 05
Audit trail and monitoring requirements
- 06
Governance cadence
Challenges we specialize in
Shadow AI
Staff using tools nobody approved.
Regulated data
Personal, financial or health data in prompts.
Accountability
Who is responsible for an AI-assisted decision.
Vendor risk
Evaluating AI suppliers consistently.
How a project runs
01
Readiness assessment
Five-level maturity map, data and process review, prioritised use cases.
02
Pilot design
Scope, data set, owners, guardrails and acceptance criteria.
03
Build & verify
Run in parallel with the current process; measure quality and time.
04
Scale & govern
Roll out with training, monitoring and a governance cadence.
Who this is for
- Boards and compliance leads
- IT and security
- Regulated organisations
Deliverables
- Readiness assessment and use-case backlog
- Pilot with measured results
- Deployed assistant / automation with audit trail
- Training and governance playbook
A sample of our work
Related services
Industries we work with
Government & Agriculture
Admin dashboards, programme reporting and planning data for public bodies and agri-trade.
Travel & Hospitality
E-commerce, cross-department ERP, AI assistants and field apps for tour operators.
Media & Journalism
Newsroom CRM, Telegram AI bots and content operations for media teams.
Education & Training
Membership academies, learning platforms and training programmes.
Technology & Startups
MVPs, internal tools, market research and go-to-market for tech teams.
Manufacturing, Energy & IoT
Industrial IoT, monitoring and forecasting — capability profiles and pilots.
FAQ
Is this legal advice?
No — it is operational governance; we coordinate with your legal counsel.
How long?
3–4 weeks for a policy set; ongoing as a governance retainer.
Does it slow projects down?
It makes them approvable — pilots with clear guardrails move faster.
Can you audit an existing deployment?
Yes.
Start with the hard part
Bring us the problem nobody on your team has time to own. We will scope it, price it and start with a pilot you can measure.
Blog
AI transformation5 min read
Agents that cite their sources and hand decisions to people
Two design rules make AI assistants deployable in real operations: every answer has a source, every action has an approver.
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AI transformation4 min read
Rules first, models second: how we scope automation
Most repetitive work is rule-shaped. Use a model only where documents or judgement vary.
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