Comparison
economAIcs vs generic AI strategy engagements
Broad AI fluency, applied to a sector it is learning as it goes.
Multi-sector AI readiness and roadmap consultancies have real AI depth, earned across many industries. This page is about what changes when the firm is built for one sector only, rather than applying a generalist method to it.
What generic AI strategy engagements do well: credit where due
Cross-industry pattern recognition, tested methodologies, and AI expertise that has been proven on dozens of engagements outside transport. For an organisation weighing AI across several business functions at once, that breadth is a real advantage and nothing on this page argues otherwise.
Where the generalist model shows its limits
1. Sector knowledge is researched, not resident. The team learns your procurement mechanics, franchising structure and evaluation frameworks during the engagement, at your cost in time.
2. Discovery runs on workshops. Weeks of stakeholder interviews and questionnaires stand in for reading your systems and documents directly, because that is the tool the firm has at scale.
3. The maturity score is generic. A cross-sector AI maturity index tells you how you compare to everyone. It does not tell you how you compare to transport.
4. The business case, then a handoff. A board-ready deck lands, and delivery becomes a separate procurement, with the context re-explained to whoever wins it.
Side by side
| Generic AI strategy consultancy | economAIcs, The Practice | |
|---|---|---|
| Built around | A generalist AI methodology, applied across sectors | The join of AI and public transport: sector judgement backed by our own transport-trained AI |
| Sector depth | Transport is one client vertical among many | Transport-only: procurement mechanics, franchising, evaluation frameworks, native, not researched per engagement |
| Discovery method | Workshops and questionnaires, scheduled across weeks | AI Accelerated Discovery and Learning: our AI reads your systems, documents and public footprint before the first meeting |
| What you get in week one | A kickoff, a stakeholder map, and a plan for the workshops to come | A validated landscape and, within 48 hours of the first meeting, a free AI Opportunity Snapshot with ranked opportunities |
| The output | A board-ready business case and a generic maturity score | A scored AI Readiness Review, benchmarked against the Transport AI Readiness Index, with a build, replace or leave-alone verdict per system |
| Who does the work | Partners and engagement managers, briefed on the sector for this project | The people who built the Brain: transport specialists who run their own transport-trained AI daily |
| Independence | Policies vary by firm: ask to see them | Published: never both sides of one competition, and where we assure, we do not build |
| Price transparency | Enquiry-led, scoped after discovery | Enquiry-led, except the entry AI Readiness Review, a published £2,000 fixed fee |
| What happens after | Recommendations hand off to your team or another vendor | A costed roadmap with a named delivery route, and for operators we can build and run what it names |
When a generic AI strategy firm is the right choice
Multi-function AI strategy spanning several sectors or business units at once, or a need to benchmark against a broad, cross-industry maturity model. Real strengths, honestly stated.
When The Practice is the right choice
Choose economAIcs if:
- The question is transport-specific: franchising, procurement, evaluation frameworks
- You want discovery in days, not a scheduled run of workshops
- You want a benchmark against your own sector, not a generic index
- You want a published entry fee, not a scope built after weeks of discovery
- You want the roadmap to end in a named delivery route, not a handoff
FAQ
Are generic AI strategy firms bad at this?
No, and this page does not claim that: many run rigorous, well-tested methodologies across dozens of sectors. The difference is depth versus breadth. We are built for one sector only, so the procurement mechanics, franchising rules and evaluation frameworks are native, not researched fresh for your engagement.
When is a generalist AI strategy firm the right choice?
When the question spans multiple sectors or business functions at once, or when the organisation wants a globally-benchmarked maturity model rather than a transport-specific one. That is honest strength and this page does not compete with it.
Why does discovery take days instead of weeks?
Because our AI does the reading, not a team of juniors. AI Accelerated Discovery and Learning means a structured intake and a small document pack, plus your public footprint, are analysed before the first meeting, so senior time goes on judgement, not fact-finding.
What does The Practice cost?
The AI Readiness Review is a published £2,000 fixed fee, credited against any engagement that follows. Everything else is a fixed scope agreed on a call, with no day rates.
Built by someone who's sat where you sit, a decade leading commercially in transport technology.
Sources
- This page compares a category, not named firms. No claim on this page is about any specific consultancy.
- GOV.UK, Artificial Intelligence Playbook for the UK Government (10 February 2025): how public bodies are guided to select, buy and deploy AI. https://www.gov.uk/government/publications/ai-playbook-for-the-uk-government
- Local Policy Innovation Partnership, University of Birmingham, "AI in Local Government: Adoption, Benefits and Challenges" (April 2026): finds councils need stronger evidence, capability and governance to scale AI responsibly. https://lpiphub.bham.ac.uk/ai-in-local-government-adoption-benefits-and-challenges/
- economAIcs offer, method and pricing statements: economaicsgroup.com/consulting/ (live).