Independent AI decision structure — free tools first
There’s an AI decision on your desk with your name on it.
Before you renew, scale, stop or sign it, identify what your evidence can defend, who owns the call and what becomes difficult to reverse.
Step 1: choose · Step 2: build your Snapshot · Step 3: work the decision.
First result without email · No automated verdicts · Your answers stay on this page.
Answers are not stored or sent. First-party events exclude field content; the hosting provider may process technical traffic and performance signals. This tool never auto-qualifies you and does not replace a formal review.
Reviewer note — timing hypothesis to test: about 3 minutes
Three things that change the answer
Categorical taps only — no contracts, no documents, no vendor names, no exact figures. Answer from what you know today.
Your first result — ungated, printable, yours to keep
Decision Clarity Snapshot
Built from your answers · Editable in the next tool · No email or download required. Self-reported inputs and page inferences are labelled separately below.
Optional — in your own words
One sentence sharpens the restatement. No confidential details, no vendor names, no exact figures. It stays in this browser and disappears on refresh.
Where this leaves you
Continue to see an honest read on what makes sense next — including when the honest answer is “you do not need outside help.” The route is a working hypothesis for human review, never a verdict.
Universal core · inline worksheet
Your Decision Frame
Built from your answers · Editable here · No email required. Click any field to edit. Copy it, print it, or mark it up — it is yours.
Deep module · Business Case Evidence Gap Map
What can your business case actually defend?
A few answers place your value claim on the map — by evidence strength and by evidence independence. This maps the evidence structure. It does not prove or estimate ROI.
Horizontal → evidence independence · Vertical → evidence strength · ● your claim, by your own answers Self-reported
Read on your answers
Your falsification test: Self-reported
Five questions to prepare for a CFO
This maps the evidence structure. It does not prove or estimate ROI. Grading actual internal evidence, resolving contradictions and defending a number is organization-specific work.
Deep module · Renewal Decision Kit
Walk into renewal with a position you can defend
Preparation structure only. Contract-specific analysis requires organization-specific review. No vendor pricing, terms or time-sensitive claims are cited here.
- T-90 · Usage vs. value
Decide what you actually use — before anyone tells you
If your only usage picture comes from the vendor, you are negotiating against their measurement. Pull your own: which paid surfaces are used, by whom, for which outcome. Usage, satisfaction, time saved and P&L impact are four different claims — know which one you can evidence.
- T-60 · Owner
Name the owner of the renewal decision
One named executive who can approve or stop it — not a committee that discovers its position at the table. If execution and approval sit in different roles, map that now.
- T-60 · Reversibility
Confirm your levers in writing
Seat-reduction rights, term flexibility, true-up mechanics, price-hold options, exit path. Ask for each in writing now — not at the table. (Structure only; review your actual contract with whoever owns it.)
- T-30 · Decision
Set your three numbers before the meeting
Renew-as-is, resize-to, and walk-away. If you cannot name all three, the vendor’s number wins by default.
- T-0 · Record
Leave a decision record, whatever you decide
One page: what was decided, on what evidence, with what assumptions, and the review date. Next year’s you — or your successor — will need it.
Five questions to put to the vendor in writing
- Which of our paid capabilities had zero usage in the last two quarters, by your own telemetry?
- What exactly happens to our per-seat price and commit level if we reduce seats at renewal?
- Which terms change at renewal even if we do nothing?
- What is our exit path — data, configurations, dependencies — if we don’t renew?
- Which of the outcomes in your business case can we verify with our own data, and how?
Preparation structure only. Contract-specific analysis requires organization-specific review.
Lightweight inline tool · derived from the universal frame
Map the decision rights
Four seats decide how this call actually gets made. Fill in names or roles — click any cell to edit. This is a working map derived from your answers, not a separate assessment.
| Seat | Who sits here today | What to confirm |
|---|---|---|
| Sign — who can approve | Does this person know the decision is theirs? | |
| Veto — who can stop it | Security, legal, finance, procurement — can each say no, and on what grounds? | |
| Execute — who delivers | Does the executor agree with the criteria they will be judged on? | |
| Answer-for — who explains the outcome | When this is reviewed in a year, who presents what happened? |
If authority, execution and blame sit in three different seats, the deadline will name the owner for you — map them first.
Shared asset · always free
The Vendor Challenge Question Bank
Questions that expose incentives, evidence quality, economics, reversibility, governance and exit — before you sign anything. They expose structure; they are not accusations, and no vendor is named.
Incentives — who profits from this advice?
- If we follow your recommendation, what do you earn — directly or indirectly?
- Do you receive commissions, referral fees, resale margin, or implementation work from any party to this decision?
- Would you give the same advice if we chose the option that pays you least?
- What would have to be true for your answer to be “don’t buy anything”?
- Who reviewed this recommendation, and what do they earn?
Evidence — what is actually proven?
- Which claims in this proposal are measured, and which are modeled?
- What baseline are the savings calculated against, and who captured it?
- Which outcomes can we verify with our own data within 90 days?
- What did similar customers fail to achieve, and why?
- What evidence would change your own recommendation?
Economics — the real cost curve
- What does this cost at our realistic usage in year one, two, and three?
- Which costs are triggered by growth, and which by staying the same size?
- What is priced per seat, per consumption, per outcome — and who controls the meter?
- What happens to pricing at renewal, true-up, or contract change?
- What will we spend on verification, review, and rework around this tool?
Reversibility — how hard is this to undo?
- If we exit in 12 months, what do we take with us — data, configurations, work product?
- Which dependencies does this create that our team cannot operate alone?
- What is the realistic migration cost, and who has paid it before?
- Which commitments survive cancellation?
- What decision can we make now that keeps the most options open?
Governance — who owns what after signature?
- Who on our side owns outcomes, and who on yours?
- What usage, access, and audit rights do we retain?
- How are incidents, errors, and liabilities allocated?
- What monitoring will we run ourselves rather than receive from you?
- What should our decision record say we verified — and what remains an assumption?
Implementation and exit — the day after, and the last day
- What does a realistic implementation timeline look like for an organization of our size, and what does it consume from our team?
- Which promises in this proposal depend on our data quality, and how will we know before signing?
- What does “done” look like at 90 days, and who declares it?
- If the relationship ends, what is the exit process, in writing, and what does it cost?
- What breaks on the day we leave — integrations, exports, history, configurations?
Optional — after value, never before
Download the editable one-pager
Take the worksheet, edit it and forward it internally. No account or email gate.
Decision Clarity One-Pager
A lightweight Markdown worksheet covering the decision, owner, deadline, evidence, alternatives, reversibility and next action.
Everything above is already yours. Downloading does not subscribe you to email and the answers entered on this page are not included in the file.
Your structure looks sound. Here is how to pressure-test it yourself.
An external review does not appear justified from what this tool can see — and we say so plainly. Use the tools below to keep it that way.
- Write the decision in one sentence with its deadline, and have one skeptical colleague try to break it.
- Run your evidence through the four-levels check: activity → satisfaction → time saved → P&L. Know which level you are actually at.
- Set the review date now — the moment you will re-examine this call, and the signal that would change it.
This says nothing about whether you would benefit from anything else — only that, from these answers, the DIY path looks sufficient. If the stakes are larger than this tool can see, the boundary note on your snapshot explains when independent review earns its fee.
The decision is real — and the gap is closable before the deadline.
Preparation beats rescue. Close the named gap first; the decision gets easier and cheaper from there. No external step is suggested at this point.
- This week: capture the baseline you are missing — even a rough one beats none.
- This week: name the single owner with both authority and accountability; if authority, execution and blame sit in three seats, map them before the deadline does.
- Next week: put the evidence questions to whoever owns the data — including the vendor, in writing.
- Then: re-run this snapshot. If the gap does not close, that is itself a finding worth acting on.
This is the class of decision independent review exists for.
A concrete commitment, a real clock, and gaps your own snapshot cannot close. Everything above is yours regardless of what you do next — prefer not to, and nothing is lost.
Optional direct path
Move a material decision into independent review
If the commitment is concrete, time-sensitive and difficult to reverse, the main offer explains the seven-gate review, standard pricing and qualification intake. Opening it does not pre-qualify you or create any obligation.
This is not what we do — here is what would actually help.
If you are exploring without a defined commitment, or looking for implementation, a certification, a guarantee, or a general introduction to AI, this layer is the wrong tool — and we would rather say so than keep you.
- For implementation: look for a partner who earns from delivery — and use the Question Bank to keep incentives visible while you choose one.
- For orientation: the one-page Decision Frame below is the same structure we use. Take it with you.
- If a real, dated decision emerges later, the tools will still be here and still free.
Here is what we can and cannot see from these answers.
Not enough to route you honestly — and we will not pretend otherwise. What is missing is named below; you can complete it without resetting the flow.
- Take the Decision Frame: one page — decision, owner, deadline, evidence, reversibility. Even partial answers sharpen the picture.
- Come back and re-run the snapshot when any one box is filled in. Your earlier answers are kept until you refresh.
A human reviewer found a conflict in the decision frame.
We will not force a route when the stated decision, available evidence and approval authority conflict. This state requires human review; it is never inferred from one categorical answer.
- Name the decision you would defend if the meeting were tomorrow. Is that the one you started with?
- Ask who else would describe this decision differently — and write down their version too.
- The Decision Frame below is built for exactly this: resolving what the decision actually is.
The free utilities — secondary index
Prefer to go straight to a tool?
The guided path — build your Snapshot — is the intended door. This index exists for direct navigation; everything here is free and stands alone.
- Start →Decision Clarity SnapshotA one-page read of the decision on your table: clock, evidence gap, incentives, ownership, reversibility, one action.
- Open →Business Case Evidence Gap MapPlot what your business case can and cannot defend — before the CFO does.
- Open →Renewal Decision KitT-90 to T-0 preparation structure and the five questions to put to the vendor in writing.
- Open →Vendor Challenge Question BankQuestions across incentives, evidence, economics, reversibility, governance, and implementation & exit.
No accounts and no gated downloads. The optional direct path appears only after the useful tools and never changes your result.
A faster direct path — optional
Need to move a consequential AI decision forward directly?
If the decision is concrete, time-sensitive and hard to reverse, explore the independent review or contact Victor. The free tools remain complete whether or not you take this step.
The main funnel explains scope, standard pricing and the qualification intake. No automatic qualification, booking or commitment occurs here.
Frequently asked questions
Before you use the free decision tools
Are these tools really free?
Yes. The Snapshot, worksheets and question bank are available without an account, email gate or purchase.
Are my answers stored or sent?
No answer content is stored or sent. Your inputs stay in browser memory and disappear when you refresh the page.
Will the Snapshot decide for me?
No. It structures the evidence, ownership, timing and reversibility behind your decision. It never produces an automated GO, MODIFY or NO-GO verdict.
Who are these tools for?
They are designed for executives, sponsors and teams evaluating a concrete AI investment, renewal, provider, build-versus-buy choice or ownership question.
When should I contact Victor directly?
Use the direct path when the decision is concrete, time-sensitive, material and difficult to reverse. You can still use every free tool whether or not you contact Victor.