Find the AI and Automation Opportunities Worth Acting On
Whether your team is already experimenting with AI or you have not started yet, the audit shows where AI and automation could safely create value, where the risks sit, and what needs strengthening before you spend on tools or build work. You get a clear opportunity map, grounded calculations and a governed plan.
What this usually looks like inside the firm
The starting point is not always shadow AI. Sometimes the bigger issue is that nobody has named which areas of work, data handoffs or repeated tasks are ready for safe AI or automation.
No clear starting point
AI is on the agenda, but the firm has not agreed which area of work, data problem or client journey should be assessed first.
Untapped automation potential
Repeated admin, document handling, reporting or follow-up may be wasting time, but nobody has measured the value or implementation risk yet.
Quiet AI experiments
Some teams may already use ChatGPT, Copilot, meeting tools or supplier AI features without a shared view of data, review or ownership.
Spend decisions without facts
Copilot licences, AI products or custom builds are being discussed before anyone has mapped the opportunity, baseline or governance need.
You Need the Facts Before You Spend More
Some firms are already using AI somewhere. Others are still deciding where to begin. Either way, you need evidence before you commit budget:
What could AI or automation improve?
Which repeated tasks, handoffs, document work, reporting gaps or follow-up points could be improved without losing judgement, evidence or control?
What is actually worth doing?
Which parts of intake, document handling, follow-up, reporting or review could safely be improved, and which ideas would create more mess than value?
What could come back to bite you?
Client data, PI exposure, regulator questions, supplier tools, weak audit trails and outputs nobody reviewed properly.
What is it really worth?
No invented ROI. First we measure the work, cost, risk and baseline. Then we decide what is worth automating.
How do you do it safely?
What to build, who owns it, where a person reviews it, what data it touches and what evidence you keep.
That's what the AI Risk & Efficiency Audit gives you: answers.
What the audit actually covers
This is not a generic workshop. I look at the work, data, decisions and handoffs first, then assess where AI or automation could help, where it could create risk, and what controls are needed before implementation.
Opportunity and Risk Discovery
What We Do:
- Confidential staff interviews about repeated work, bottlenecks and AI use where it exists
- Opportunity inventory across admin, documents, reporting, follow-up and review points
- Data flow mapping: what information moves where, who checks it and where risk appears
- Process analysis: why workarounds happen and what should or should not be automated
What You Get:
- AI and automation opportunity map
- Current AI readiness and risk score
- Data, governance and evidence gap assessment
- Prioritised next-step recommendations: automate, audit deeper, govern, pause or avoid
Why It Matters:
You cannot make a good AI decision from tool demos alone. The audit finds the useful opportunities and the risks before budget goes into the wrong thing.
Useful Use-Case Review
What We Do:
- Stakeholder interviews across departments
- Review of admin, handoffs and evidence gaps
- Existing systems and supplier-tool review
- Use-case selection and prioritisation
What You Get:
- Prioritised fix list
- Quick wins vs strategic projects
- Tool and integration recommendations
- Build complexity and control notes
Why It Matters:
Not every process needs AI. We identify where automation will actually make a difference vs where it's just expensive theatre.
Risk Assessment & Compliance
What We Do:
- Regulatory compliance review (FCA, SRA, GDPR, etc.)
- Data protection and confidentiality analysis
- Professional indemnity exposure assessment
- Audit trail and defensibility evaluation
What You Get:
- Detailed risk assessment for each opportunity
- Compliance requirements and governance recommendations
- The Pattrn Protocol framework for your organisation
- Regulatory reporting guidance
Why It Matters:
In professional services, getting AI wrong has real consequences. We identify risks before they become problems.
ROI Calculations & Business Case
What We Do:
- Time savings quantification
- Cost reduction analysis
- Revenue impact assessment
- Implementation cost estimation (realistic, not vendor promises)
What You Get:
- ROI calculations for each opportunity
- Payback period analysis
- Total cost of ownership projections
- Budget requirements and resource planning
Why It Matters:
You need real numbers, not vendor fantasies. We show you what it will actually cost and what you'll actually save.
Implementation Roadmap
What We Do:
- Priority sequencing (quick wins first)
- Timeline and resource planning
- Governance framework design
- Risk mitigation strategy
What You Get:
- Phased implementation roadmap (6-24 months)
- Detailed project specifications
- Governance and compliance requirements
- Budget allocation recommendations
Why It Matters:
A plan you can actually execute, not a 100-page report that sits on a shelf.
Deliverables: Everything You Need to Make Informed Decisions
AI Opportunity and Risk Report
- • Mapped AI and automation opportunities
- • Current AI tool usage where it exists
- • Data flow mapping and risk hotspots
- • Readiness, risk and next-step recommendations
Opportunity Analysis
- • Prioritised list of AI opportunities
- • Quick wins vs strategic initiatives
- • Process inefficiency analysis
- • Tool and integration recommendations
Risk & Compliance Assessment
- • Regulatory compliance requirements
- • Professional indemnity considerations
- • Data protection and audit trail needs
- • The Pattrn Protocol governance framework
ROI & Business Case
- • Detailed ROI calculations for each opportunity
- • Implementation cost estimates
- • Payback period analysis
- • Resource requirements
Implementation Roadmap
- • 6-24 month phased plan
- • Quick wins (0-3 months)
- • Strategic projects (3-12 months)
- • Long-term initiatives (12-24 months)
- • Governance milestones
Executive Presentation
- • Board-ready summary
- • Key findings and recommendations
- • Risk scores and ROI projections
- • Decision framework
Who This Is For
Perfect if you:
- Lead a financial advice, accountancy, legal services or operations-heavy SME team
- Suspect your team is using ungoverned AI tools, or need to know where AI should start safely
- Want to understand AI opportunities but need real numbers
- Need to demonstrate AI governance, data control or review evidence to leadership, clients or regulators
- Are considering AI implementation but want to de-risk it first
- Need an AI strategy that's practical, not theoretical
- Want AI decisions to be explainable, evidenced and owned before tools spread further
How It Works: The 2-4 Week Comprehensive Audit
Discovery
- • Confidential staff interviews about current AI use and candidate workflows
- • Stakeholder interviews (opportunity identification)
- • Process mapping and documentation review
- • Existing systems and supplier-tool review
Analysis
- • Calculate AI Risk Score
- • Identify and prioritise opportunities
- • Assess regulatory compliance requirements
- • Develop ROI calculations
Planning
(Established/Enterprise packages)
- • Design implementation roadmap
- • Create governance framework (The Pattrn Protocol)
- • Develop risk mitigation strategies
- • Prepare business cases
Delivery
(Enterprise packages)
- • Executive presentation
- • Deliver complete audit report
- • Present implementation roadmap
- • Recommend next steps
Transparent Pricing
Tailored to your business size and complexity
SME
10-50 employees
Established
50-200 employees
Enterprise
200+ employees
What's Included in All Packages:
What Happens Next:
Most clients move to Implementation Projects (£15K-£75K+) to execute quick wins, or Governance Retainers (£1.5K-£5K/month) for ongoing monitoring and compliance.
Frequently Asked Questions
Get Answers Before You Act
You can't make informed decisions without complete information. The AI Risk & Efficiency Audit gives you everything you need: what is already happening where AI is in use, what could be automated next, what is risky, what it is worth, and how to do it with the right governance.
Book your audit and get clarity in 2-4 weeks.