Book an AI Rollout Diagnostic
Workflow shortlist
Two or three live tasks scored by volume, risk, owner and decision value.
AI adoption consultant for SMEs.
Turn one messy workflow into a governed 30-day AI pilot your team can keep or kill with evidence.
NAMED REVIEWER
APPROVED SOURCES
REVIEW TRAIL
PILOT MEASURED
30 days
first pilot plan
M365
controls included
1 reviewer
human approval
What you get in the first 30 days.
The first month should produce a decision, not theatre: choose one real workflow, map the source data and approval path, run a controlled pilot, then keep or kill it with evidence.
Risk and value check
Data handled, customer/staff/money impact, reviewer and failure mode checked before build.
Control baseline
Approved sources, blocked data, reviewer, escalation route and evidence to save.
Pilot brief
One use case, one source set, one reviewer, success metric and rollback/kill condition.
Next decision
Go, pause, clean tenant/data first, or reject the use case.
AI use cases for SME teams.
Need the security or web lane?
AI adoption is the main offer. These routes stay visible when the first blocker is security or the public website.
Proof works better when it looks like delivery.
Sector
Manufacturing and technology
- Problem
- Endpoint compliance was visible but not trusted. Devices, policy scope and Defender ownership did not line up cleanly.
- Outputs
- Endpoint remediation tracker, Policy decision log, Defender ownership notes
- Outcome
- The team left with clearer compliance signals, fewer unexplained exceptions and a repeatable internal review rhythm.
Sector
Professional services
- Problem
- Cyber Essentials Plus evidence was spread across portals, screenshots and supplier notes with no clear assessment story.
- Outputs
- Evidence pack index, Assessment risk register, Remediation notes
- Outcome
- Assessment preparation moved from scattered proof to a clear pack with named evidence owners and remaining risks.
Sector
Regulated SME
- Problem
- Conditional Access, admin roles and guest access had grown around urgency instead of a documented access model.
- Outputs
- Conditional Access policy map, Exception register, Privileged access review notes
- Outcome
- Identity controls became explainable, staged and owned instead of a pile of legacy exceptions.
FAQ
The questions teams ask before the first call.
The AI Rollout Diagnostic compares a few candidate workflows, checks the risk, and recommends one controlled pilot.
Day rate or fixed price for a defined scope. I will share an indicative price within a working day of the first call, alongside a rough plan.
You deal directly with me: the same person who scopes the work, changes the settings, writes the notes and answers for the result.
That is why the IT lane stays visible. Identity, device trust, DLP, SharePoint, Teams and audit controls support safer AI rollout.
Yes, if the pilot is narrow: approved sources, blocked data, human approval, saved review notes and a named reviewer.
Send the workflow you want to fix.
Send the department, current AI usage, workflow pain, source data and reviewer. I will reply with the likely route and whether it fits a scoped engagement.
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