Build an RFP and vendor scorecard for an AI delivery partner
- Six areas a supplier review covers, with sensible defaults ticked, and one question added for your sector.
- Each question comes with what a good answer contains and why it matters, written to be fair to any supplier.
- Tenhaw's published answer sits beside each one with its status. Where the site publishes no answer, the pack says to ask on a call.
Free · about three minutes · result on this page and by email
A pack you can put in front of every bidder
The result is laid out in the order a procurement panel works through it, on this page and as a Word document.
- 01
A question for each requirement
Written so that it is useful whoever you hire, and phrased so that a supplier can answer it in writing. - 02
What a good answer contains
The specifics to look for, and one or two sentences on why the requirement matters. - 03
A scoring sheet
One row per requirement, marked must-have or scored, with a 0 to 3 scale and a line on what a 3 looks like. - 04
How Tenhaw answers
Tenhaw's published answer to each question, quoted from the page that carries it, with a link and a status of Held, Contract term on request or In progress. - 05
A Word document
The same pack as an editable file, with empty score and evidence columns and Tenhaw's answers as a separate final section you can delete before sending.
If you already have a draft RFP, bring it to a 30-minute call with James Rooney and ask what the pack would add to it.
Talk it throughHow the pack is put together
The questions follow what the site's guides and comparison answers say a review of an AI supplier should cover, and every Tenhaw answer is quoted from a public page with a link to it.
Six areas, one step each
People and screening, where code and data live, ownership and exit, commercial transparency, evaluation and governance, and evidence. Each is its own step, so whoever owns the commercial, security or delivery questions can tick their own.
Neutral questions
Each question is written to be useful whoever you hire, and none depends on a Tenhaw answer, so you can put the same questions to every firm on your list, Tenhaw included.
A scale you can defend
Scores run from 0 to 3, and each requirement says what a 3 looks like. Requirements such as residency, breach notification and the liability cap are suggested as must-haves to treat as pass or fail. You can change the split.
Answers from public pages
Every Tenhaw answer is quoted from a page on this site, such as the security page, the Terms of Service or the pricing page, with a link to it. Figures are read from the same data those pages use.
What not to ask for
Be careful what you make scorable. Nobody can know an agent's accuracy on your exceptions before building against your data, so an RFP demanding a guaranteed accuracy figure rewards the boldest guess rather than the best supplier.
Score two things agentic work makes unusually revealing instead. One is the stopping condition each bidder will commit to, meaning the finding that would make them tell you not to proceed. The other is how they would sequence a second workflow once the first resets the estimate. Publish the weightings.
What an RFP cannot settle is whether your exceptions are patterned, which only a build reveals.
Read the full answer on what an RFP for agentic AI work should ask for
Where the questions and answers come from
If your draft RFP asks a supplier for a figure it cannot know yet, a 30-minute call is a good place to ask what to score instead.
Talk it throughHow to read Tenhaw's own answers
Each question has Tenhaw's published answer beside it, with one of four statuses.
- 01
Held
Tenhaw's practice or position today, quoted from the linked page. The security page says that everything in its held list can be evidenced during supplier onboarding. - 02
Contract term on request
A clause in the Terms of Service or a term of the Data Processing Agreement. The Master Services Agreement, Statement of Work template and Data Processing Agreement are sent on request, and a signed agreement takes precedence where it differs from the published Terms. - 03
In progress
Assurance work under way and not yet certified. Only the certifications row carries this status, and it lists each certification in the state the security page gives it. - 04
Ask us on a call
The site publishes no answer to that question, so the pack does not supply one.
Put the same questions to us as to everyone else: ask on a 30-minute call, and ask for the document behind each answer.
Talk it throughBring the pack, or bring the draft RFP.
Thirty minutes with James Rooney. Book from your result and your answers arrive with the booking, so the call starts from them. If you have not built a pack, describe what you are buying and ask what your RFP should and should not ask.
Free · 30 minutes · James confirms call requests personally.
No time that suits? Email hello@tenhaw.com. Calendar not loading? Open it on cal.com.
Describe the work
Describe the work in a paragraph. James replies with a rough scope and budget range within two working days.
Questions about the RFP template
How do I score bids from AI suppliers?
Score each answer from 0 to 3, treat the requirements your organisation cannot waive as pass or fail, and agree the weightings before any bid arrives. Give most weight to whatever you can verify without the supplier's help, such as contract wording as drafted, certificates and reference calls.
Two things are unusually revealing in agentic work: the stopping condition each bidder will commit to, meaning the finding that would make them tell you not to proceed, and how they would sequence a second workflow once the first resets the estimate.
Which requirements in an AI RFP should be pass or fail rather than scored?
The ones your organisation cannot waive. The pack suggests screening before access, data residency, approval of AI tools, breach notification, ownership of the work, the terms for ending the engagement, the liability cap and insurance, plus the sector question for financial services, the public sector and industrial work.
Everything else is scored from 0 to 3. The split is a suggestion, so move a requirement either way to match your own supplier standard.
What does a 0 to 3 score mean on a vendor scorecard?
A 0 is no answer, or an answer that avoids the question. A 1 is a partial answer with no evidence. A 2 is a clear answer that meets the need, with evidence still to check. A 3 is a clear answer that meets the need and is backed by evidence you have seen.
The pack also says what a 3 looks like for each requirement, so a panel can see what it is scoring against.
Which security questions belong in an RFP for an AI consultancy?
Start with who is screened and to what standard, where your data is processed, which AI tools and model providers touch your content and who approves them, how quickly a personal data breach is notified and in which document that is written, and which certifications are held rather than in progress.
Then add the sub-processors with their locations and transfer mechanisms, how each agent's access is limited and revoked, and how AI-generated code is checked before it ships.
How should an RFP ask about model and platform costs?
Ask whether the supplier adds margin to model, platform or licence costs, and whose accounts those costs sit on. Then ask for the run costs to expect, line by line: model inference, the platform, storage and search, evaluation and monitoring, and human review time.
A supplier's fee is only part of what the system costs. It also costs money to run, and your own team's review time is part of that cost.
Can I use the RFP pack with suppliers other than Tenhaw?
Yes. The questions are written to be useful whoever you hire, and none depends on a Tenhaw answer. Tenhaw's published answers sit in a separate final section of the Word document, so you can delete it before sending the questions to bidders.
If you keep it, put the same questions to every firm on your list, Tenhaw included.
What do Held, In progress and Contract term on request mean in the pack?
Held means Tenhaw's practice or position today, quoted from the linked page. Contract term on request means a clause in the Terms of Service or a term of the Data Processing Agreement, whose signed versions are sent on request and take precedence over the published Terms where they differ. In progress means assurance work under way and not yet certified, and only the certifications row carries it.
Where the site publishes no answer, the pack says to ask on a call and adds nothing.
Is the RFP pack available as an editable Word document?
Yes. The result offers the whole pack as a Word document: a short note on how to use it, the questions by area, the scoring sheet as a table with empty score and evidence columns, and Tenhaw's answers as a clearly separate final section.
The formatting is plain, so any word processor opens it and you can restyle it to your own template and cut whatever your procurement does not need.