Comparison
economAIcs vs CIO-led AI vendor selection
A thorough process for the wrong first question.
Internal or advisor-supported AI vendor selection, run by the IT function, is a genuine discipline for integration and security decisions. This page is about what happens when that same process is used to answer a commercial question: where AI should change how you win business.
What IT-led vendor selection does well: credit where due
Rigorous integration and security evaluation, structured procurement governance, and a repeatable process for comparing tools on like-for-like criteria. For a genuine platform or infrastructure decision, that discipline is exactly right and nothing on this page argues otherwise.
Where the tool-first model shows its limits
1. The question starts with the tool. "Which AI product should we buy" skips the harder, prior question of which decisions AI should actually be allowed to change.
2. The evaluation lens is technical. Integration and security are necessary, but they say nothing about whether a tool moves win probability or actually removes work that costs time.
3. Pilots run on sample data. A vendor-run proof of concept, on a demo dataset, tells you the product works in general. It does not tell you what it does on your own tenders.
4. Procurement cycles are long. RFI, RFP, evaluation and sign-off can run for months, while the bid pipeline that AI was meant to help keeps moving without it.
Side by side
| IT-led vendor selection | economAIcs, The Practice | |
|---|---|---|
| Starting question | Which tool should we buy? | Which decision should AI actually change? The use-case comes before the tool. |
| Who owns it | The IT function, sometimes with an advisor | Commercial and bid leadership, backed by our own transport-trained AI |
| Evaluation lens | Integration, security and IT governance fit | Win probability and evidence: what wins more bids or removes what genuinely costs time |
| Pilots | A vendor-run proof of concept on sample data | Tested against one live tender or your real bid history, not a demo dataset |
| Time to a decision | Procurement cycles measured in months: RFI, RFP, evaluation, sign-off | A scored verdict per system inside two to three weeks from kickoff |
| What the board sees | A shortlist and a total cost of ownership comparison | A build, replace or leave-alone verdict per system, and a costed roadmap with a named delivery route |
When IT-led vendor selection is the right choice
A genuine platform or infrastructure decision: data residency, single sign-on, existing system integration, or IT security sign-off. Real strengths, honestly stated.
When The Practice is the right choice
Choose the AI Readiness Review if:
- The question is commercial: where AI should change a bid or business outcome
- You want the pilot tested on your own tender or bid history, not a demo
- You want a verdict in weeks, not a procurement cycle in months
- You want a published entry fee, credited against what follows
- You want the roadmap to end in a named delivery route, not a shortlist
FAQ
Is IT-led vendor selection the wrong way to buy AI?
Not for every purchase, and this page does not claim that: IT-led selection is the right discipline when the question is integration, security or data governance. The difference is what question gets asked first. A tool-first process can buy well-integrated software that does not move a single bid outcome.
When is a CIO-led process the right choice?
When the requirement is genuinely a platform or infrastructure decision: data residency, single sign-on, existing system integration, IT security sign-off. That is legitimate ground and the Readiness Review does not replace it.
How is a commercially-led review different in practice?
It starts from the decisions AI could change, bid or no-bid, pricing, drafting, then scores each use-case by value, feasibility, data and risk. The tool choice comes after the verdict, not before it.
What does the AI Readiness Review cost?
A published £2,000 fixed fee, credited against any engagement that follows. Where we assure, we do not build. We never advise both sides of one competition.
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 advisor or IT function.
- National Audit Office, "Government's approach to technology suppliers: addressing the challenges" (16 January 2025): on the risks of departments selecting technology without matching commercial and delivery capability. https://www.nao.org.uk/reports/governments-approach-to-technology-suppliers-addressing-the-challenges/
- Procurement Act 2023, legislation.gov.uk: the evaluation and transparency framework UK public bodies buy technology and services under. https://www.legislation.gov.uk/ukpga/2023/54/contents
- economAIcs offer, method and pricing statements: economaicsgroup.com/consulting/ai-readiness-review/ (live).