AI Opportunity Assessment
Every AI opportunity in your business — scored, ranked and costed — on a living dashboard you own.
The AI Opportunity Assessment is the flagship of the Assess stage and the usual front door to Inference Group. Feed in your strategy, your architecture, your economics and the conversations your teams are already having, and a swarm of specialised agents hands back a scored, prioritised, dependency-mapped AI roadmap — in days, up to 95% faster than a traditional assessment, not months.
CEOs, CFOs and CCOs deciding where AI investment should go first.
Your evidence, assembled into the dashboard.
No army of juniors. No slide-deck theatre. We read everything you already have, score and cost every AI opportunity, and hand you a dashboard that shows what to build first — and keeps working as you add ideas.
- Problem, current process & pain points
- Value, scored: cost · efficiency · productivity · revenue · profit
- Lifetime value, cost & profitability by line
- Technology & data needed — have vs source
- Phased delivery & the team required
- Risks mapped to your policies, and build-vs-buy
not months
opportunities scored per engagement
value tied to your own accounts
“Any sufficiently advanced technology is indistinguishable from magic.” — Arthur C. Clarke
From your evidence to a plan
The reading is done by AI. It absorbs your corporate strategy and ambitions, your organisation design, your technology and data architecture, your risk and compliance policies, and recorded conversations with your teams — the evidence a traditional assessment would take an army of juniors months of workshops to gather.
Behind each opportunity, a team of agents discovers and extracts the problem, assesses the fit, scores the value and ROI, sketches the solution, maps the risk against your policies and red-teams the result. A senior Inference team stands behind the output, so no single person is the bottleneck and the turnaround stays in days.
Every opportunity is a full AI Product Canvas
You don't get a line item. You get a complete canvas for every opportunity: the problem and current process with its pain points; the value scored across cost saving, efficiency, productivity, revenue and profit; strategic alignment; the technology and data required, split into what exists and what must be sourced; a phased delivery plan and the resources it needs; risks mapped to your own risk policies; and a build-versus-buy recommendation drawn from a live scan of what already exists.
A portfolio you can actually steer
Zoom out and the canvases become a portfolio. A value-versus-cost heatmap separates the low-cost, high-value quick wins from the flagship bets. A phased delivery roadmap sequences the work from Test through Roll out, Scale and Production — each phase capacity-capped and split by delivery mechanism, with a foundational governance track running throughout.
And it keeps working
The assessment doesn't end as a document; it becomes a tool. Ask it a question in plain language and it answers with live, grounded analysis. Add a new idea and it scores it, slots it into the roadmap and re-runs the dependencies automatically. That's the difference between a slide about AI and a plan you can run.
- 100+ scored, ranked opportunities, each a full AI Product Canvas
- A value-versus-cost portfolio heatmap
- A phased, dependency-mapped roadmap
- A foundational track — semantic data layer, AI champions network
- A living tool your team keeps using long after the engagement ends
Delivered for Downing and Anthony Nolan — scored, costed opportunity roadmaps built on real interviews and workshops across the business.
Read the Anthony Nolan case study →AI Opportunity Assessment, answered
From £25,000, and it turns around in days — up to 95% faster than a traditional assessment — because the reading is done by AI and only a couple of focused workshops are needed from your people.
