CaseIntermediateAI Opportunity & Model Strategy / Roadmapping under model uncertainty / #4
How do you communicate a roadmap that explicitly contains unknowns?
GUARDthe font style that used to tell a salesperson which promises were bets
A roadmap slide can be honest inside the building and dishonest the moment it leaves it, with nobody changing a single word. Haldric builds an AI tool that triages and auto-resolves customer support tickets. Yewande Coker is Head of Product, and the question in front of her is how to talk about a roadmap that is, on purpose, still full of things nobody can promise yet.
The direct answer
Don't just write the caveats down internally and trust people to repeat them out loud forever. Build a roadmap format where the uncertainty is a visible, unremovable part of the artifact itself, a lane or a mark that survives copy-paste into a sales deck or a contract. Then make it a rule, not a norm, that anything without that mark cannot appear in a customer-facing date or a signed term.
Do this, in order
Name both people the roadmap reaches, not just the one presenting it.Why: the salesperson can ask a PM for the real odds any time. The customer signing a contract usually can't.
Find where the harm lands hardest.Why: a customer with in-house legal catches a vague roadmap promise before it becomes a contract term. A smaller customer usually doesn't.
Give the customer a real way to check a claim, not a sales rep's good faith.Why: a promise nobody outside the building can verify isn't communication, it's just hope with a logo on it.
Build the specific fix: a mark that survives outside the deck.Why: this is the actual design decision, not a policy telling salespeople to remember to mention it.
Audit signed contracts for unmarked roadmap language, every quarter.Why: so a bet quietly becoming a contract term gets caught by your own process, not by a renewal dispute.
How to answer this, stage by stage
Nobody is scoring whether you can write a caveat. They're scoring whether you'll notice the caveat has to survive being copied into someone else's document.
Stage 1
Scope it to one real slide and one real signature
Say it like this
"I'll ground this in Haldric, an AI ticket-triage tool, and the actual quarter a roadmap line about auto-resolution turned into a contract clause nobody meant to write."
Why this works
Keeps the answer from turning into general advice about "clear communication."
Stage 2
Say the structure out loud
Say it like this
"I'll run this as GUARD. Groups, who's actually affected. Unequal, where the harm lands hardest. Ability to contest, who can push back and who can't. Reduce, the actual product fix. Detect, how I'd know it's happening before a contract dispute tells me."
Why this works
Signals a repeatable way to think about internal documents leaking into external promises.
Stage 3
Reframe: this isn't a communication problem, it's a durability problem
Say it like this
"The real question isn't 'how do I explain the uncertainty clearly.' It's 'does the uncertainty survive being copied into a sales deck, an email, a contract.' A caveat that only lives in someone's memory doesn't survive that trip."
Why this works
This is where a strong answer separates from someone who just says "communicate it clearly."
Stage 4
Give the one decision
Say it like this
"Build the uncertainty into the artifact itself, a mark or lane that can't be quietly dropped, and set a hard rule that nothing without that mark can be quoted as a delivery date in a customer conversation or a contract."
Why this works
This is the direct answer, stated as a specific design decision instead of a communication tip.
Stage 5
Prove it with the compressed failure
Say it like this
"After a design refresh unified every roadmap line to look equally polished, an account exec quoted 'ninety percent auto-resolution by Q3' to a customer's procurement team. It landed in the signed contract as a delivery term. The model hit sixty-one percent."
Why this works
Compresses the whole failure into the exact number a contract audit would have caught first.
Stage 6
Name who can't push back, then close
Say it like this
"The honest reason this isn't just a communication issue is that the customer had no way to know the number was a bet at all. I'd build the mark to survive outside the building, and bar unmarked lines from ever reaching a contract."
Why this works
Closes on the specific fix and restates the direct answer in one breath.
Stage 7
Say what you'd measure past launch
Say it like this
"I'd audit every signed contract each quarter for language that cites an unmarked roadmap item as a guarantee. If that count is ever above zero, it's a page-one problem, not a footnote in a QBR."
Why this works
Shows you think about detection as an ongoing responsibility, not a one-time fix.
Let's learn
Here is what happens when a roadmap's honesty depends on a font style nobody wrote down as a rule.
Before Haldric's AI triage tool, a support team read and routed every incoming ticket by hand, about three minutes each. With Haldric, a model reads the ticket, drafts a response, and for common issues, resolves it without a human touching it at all. The roadmap Yewande's team keeps promises this capability will keep expanding: more ticket types, higher resolution rates, quarter over quarter.
Everyone in the building can read the nuance in this slide. Nobody outside it can.
Here's the turn: the roadmap was never dishonest on paper. Every internal version correctly showed which lines were sure things and which were bets, using a simple visual convention, light grey italics for concept-stage items. The problem started the day that convention quietly disappeared in a design refresh nobody flagged as a risk, because it looked, to the designer who made it, like a cosmetic cleanup.
Auto-resolution rate promised versus delivered, by customer segment
Vantridge's lawyers negotiated the number down before signing. Oskander, with no legal review, signed the roadmap's original number and absorbed the entire gap.
Share of Vikram's customer calls that included a spoken confidence caveat, month over month
No single month explains this drop. That gradual, unremarkable decline is exactly why nobody flagged it as a risk until a contract already cited the number.
At its worst, a slide that reads as calibrated inside the building can read as a guarantee the moment it's copied into an email, and the customer with the least legal muscle ends up carrying the gap between the two.
The choice I would take back
The original roadmap template used light grey italics for concept-stage items, a small stylistic convention nobody wrote down as a rule. It made sense when one designer maintained the deck and everyone on the small team already knew the code. It stopped making sense the moment a redesign, done for consistency, quietly erased the one thing doing GUARD's job.
What I would leave alone: the redesign's visual polish everywhere else. The old deck's inconsistent fonts and spacing genuinely looked unprofessional, and fixing that had nothing to do with the caveat that got lost alongside it.
The lesson: a caveat that lives in a font choice, a norm, or one person's memory isn't a safeguard. It's a habit wearing a safeguard's clothes, and habits don't survive a redesign, a new hire, or a slide getting copied into someone else's deck.
Now here is the same thing as a story
The short version above is what you'd say defending a contract dispute to legal. Read this one for how a design refresh, done for entirely good reasons, quietly took away the one signal a salesperson relied on.
Vikram Aggarwal has closed enterprise deals for Haldric for three years, and he's good at it honestly: he reads the technical roadmap closely enough to explain it better than most account execs, and customers trust him because he doesn't oversell.
For his first two years, every time Vikram walked a prospect through the roadmap, he'd pause at the light-grey italic lines and say some version of the same thing: "that one's still cooking, don't hold us to a date on it." Nobody told him to say it. He just always had, because the slide made it obvious which lines needed the caveat.
Same words, same numbers. Only one version of the slide ever leaves the building.
Then Haldric brought on a product designer to professionalize the roadmap deck ahead of a board meeting. She unified every line to the same clean sans-serif, the same weight, the same charcoal color, a genuine improvement by any normal design standard. Nobody in the room reviewing her work was thinking about italics as a safety feature. Nobody had ever called it that.
Knowledge spark: why does a small style choice matter this much?
A capability bet and a shipped feature can use the exact same words on a slide. The only thing telling them apart might be a color, a font weight, a small icon. Delete that one visual difference, and a reader, even a careful one, has no way left to tell a hope from a fact.
Vikram kept giving his caveat for a few more weeks out of habit. Then, gradually, without any single day he could point to, he stopped. The slide no longer prompted him. Every line looked equally confident, equally finished, equally real. He wasn't being careless. He was reading the document the way it was now designed to be read.
The gap in the middle used to be filled by one sentence Vikram said out loud, unprompted, for two years.
Six months after the redesign, during a renewal negotiation, Vikram quoted the roadmap's "ninety percent auto-resolution by Q3" line to Oskander Freight, a smaller logistics customer with no in-house legal team reviewing the deal. Their operations lead wrote it into the signed contract almost verbatim, as a delivery commitment tied to a support-staffing reduction on their end.
No single day explains this drift. That's exactly what makes it dangerous: nobody could see it happening in order to stop it.
The redesign didn't just make the roadmap look better. For the customers with the least legal muscle to push back, it quietly turned every hope on the slide into something they could be held to.
Vantridge Logistics, a much larger customer negotiating the same renewal season, had lawyers who caught the vague ninety percent figure and pushed it down to a contractually safer seventy before signing. Oskander had nobody doing that work for them. When Q3 arrived and Haldric's model hit sixty-one percent auto-resolution, Vantridge's number held. Oskander's didn't, and their support costs, staffed down in anticipation of the promised automation, spiked for two quarters straight.
GUARD, the mark that has to survive leaving the buildingNot a communication tip. GUARD is what tells you exactly which design decision let a bet travel as a fact.
G
Groups. Who is actually affected.
Vikram and Haldric's sales team, who can always ask a PM for the real odds, and Haldric's customers, who only ever see the slide itself.
Without naming both, "roadmap communication" stays an internal-only question.
U
Unequal. Where the harm lands hardest.
Vantridge, with in-house legal, negotiated the risky number down before signing. Oskander, with no legal review, signed the roadmap's original figure and absorbed the entire gap.
The same unmarked slide can cost two customers completely different amounts, depending on who has the resources to question it.
A
Ability to contest. Who never gets to push back.
Oskander had no way to know ninety percent was a bet rather than a near-certainty, so there was nothing for them to question before signing.
This is the hardest step, and the one this whole tension actually turns on.
R
Reduce. The specific product change.
Build the uncertainty mark into the roadmap artifact itself so it can't be silently dropped in a redesign, and bar unmarked items from customer-facing dates or contract language, by rule, not by convention.
A product and process decision, not a reminder to salespeople to remember a caveat.
D
Detect. How you'd know before a contract dispute tells you.
A quarterly audit of signed contracts and sales collateral for language citing an unmarked roadmap item as a guarantee.
It took a two-quarter support-cost spike at Oskander to surface what a quarterly audit would have caught before the ink dried.
The recap, one line per letter: groups is the sales team who can ask for the real odds against customers who only see the slide, unequal is customers with legal review absorbing far less risk than those without, ability to contest is a customer having no way to know a number was ever a bet, reduce is a mark that survives outside the deck plus a hard rule against unmarked contract terms, and detect is a standing quarterly contract audit that catches drift before a renewal dispute does.
And if you want to be sure it really works, try it somewhere elseSame five letters, a farming cooperative's crop-disease alerts instead of a support-ticket tool. Different flip family entirely, the same unmarked bet.
Cressfield Cooperative runs a phone-photo disease-detection model for member farms, with a roadmap line promising expanded coverage for rare fungal infections "as data volume grows." Mapped onto GUARD: groups are Cressfield's agronomy staff, who know exactly how thin the rare-fungus training data still is, and member farmers, who only hear "the app will catch more diseases soon." Unequal lands hardest on farms exporting to markets with strict phytosanitary rules, where a missed rare-disease flag risks an entire shipment being rejected, versus farms selling only domestically, where the same miss costs far less. Ability to contest is the same gap: a farmer has no way to know the app's confidence on an unfamiliar fungus is still low. Reduce is the same fix, adapted: a visible low-confidence flag on any diagnosis outside the well-covered categories, with a clear "send to a human agronomist" path, not a silent pass. Detect is tracking false-confidence complaints by crop type and export destination. The flip here is substitution, not over-trust: Teodor Vasquez, a field agent, used to photograph every unusual leaf he found over the radio to his co-op's central line; once data costs rose and photo uploads got capped per visit, he started saving his uploads for cases he already suspected were serious, exactly the cases the model most needed new examples of to actually improve.
The same four parts fix the gap in a support contract and a crop shipment alike: know which quadrant you're actually in before you promise anything.
The same three requirements, whether the contract is a support SLA or a crop insurance claim.
Swap the trigger and it still runs.
Speed: an interviewer caps you at sixty seconds. Say "build the caveat into the artifact, not the presenter's memory, and bar unmarked bets from contracts," and stop.
Cost: no time to redesign the whole deck template this quarter. Say so honestly, and start with one non-negotiable rule, a plain-text tag on every unproven line, cheaper than a redesign and enforceable immediately.
The model gets better, for real: if auto-resolution genuinely clears ninety percent next quarter, that's the bet paying off, and the honest move is promoting the line to a real commitment with a real date, not quietly leaving the mark on out of habit.
Where people run it wrong.
They treat a caveat as a communication skill some people are better at than others, instead of a property the document itself needs to guarantee.
They assume a design refresh is purely cosmetic and skip reviewing it for anything load-bearing that might quietly disappear.
They wait for a contract dispute to reveal the gap instead of auditing signed terms against the roadmap on a schedule.
How to use it live. The moment someone asks how to communicate uncertainty on a roadmap, ask yourself: if this slide got copied into a stranger's inbox with no context, would the uncertainty survive the trip? If not, you're relying on a person, not a document.
Flashcards (tap any card to flip it)
1 · THE FLIP FAMILY
What flip family is this?
Tap to flip
ANSWER
Over-trust flip: once the redesign removed the visual cue, Vikram stopped mentally discounting speculative roadmap lines and started quoting them as near-certain.
2 · THE PERSON
Who is this answer about?
Tap to flip
ANSWER
Vikram Aggarwal, a three-year account executive who used to add his own spoken caveat to every speculative roadmap line, unprompted.
3 · THE HABIT
What did Vikram stop doing after the redesign?
Tap to flip
ANSWER
He stopped saying "that one's still cooking, don't hold us to a date," since the slide no longer visually prompted him to notice which lines needed it.
4 · THE TENSION, IN THIS STORY
What are the two things pulling against each other here?
Tap to flip
ANSWER
A roadmap that needs to show real progress and momentum, against the fact that some of that progress is still a bet nobody has actually won yet.
5 · THE OLD DECISION
What decision would you take back?
Tap to flip
ANSWER
Letting the "concept-stage" caveat live only as an unwritten italics convention, a call that made sense when one designer maintained the deck and stopped making sense the moment a redesign quietly erased it.
6 · THE NUMBER
Fill in the blank: Oskander Freight signed at 90 percent auto-resolution; the model actually delivered ___ percent.
Tap to flip
ANSWER
61 percent, while Vantridge Logistics had already negotiated its contract number down to a safer 70 percent, close to the actual 74 percent delivered.
7 · THE REPLAY
Same redesign, same renewal season, but the mark is now built into the artifact itself. What changes?
Tap to flip
ANSWER
The ninety percent line still carries its uncertainty tag after the redesign, since the tag lives in the data, not the font. Vikram can't quote it as a delivery date, Oskander's contract never cites it, and the two-quarter support-cost spike never happens.
8 · CROSS PRODUCT TRANSFER
Section 4 answers this same question again for a different product, with a different flip family. Which product, and which family?
Tap to flip
ANSWER
Cressfield Cooperative's crop-disease detection app. The flip is substitution: field agent Teodor Vasquez started saving his photo uploads for cases he already suspected were serious once uploads got capped, exactly the rare cases the model most needed to see.
Check yourself Score: 0 / 0
Short answer, name the reversal
1. What old decision does this answer take back, and why did it make sense when it was first made?
Show hint
Look at "the choice I would take back."
Show answer
Model answer: Letting the concept-stage caveat live only as an italics style convention rather than a written rule. It made sense when one designer maintained the deck and everyone already knew the code.
Multiple choice
2. According to this answer, why did Oskander Freight absorb more harm than Vantridge Logistics from the same unmarked roadmap line?
A. Because Oskander's model usage was higher, so more errors reached them.
B. Because Oskander had no in-house legal review to catch and negotiate down the risky figure before signing.
C. Because Oskander requested a lower price and got a worse contract in return.
D. Because Vantridge's contract didn't mention auto-resolution at all.
Show hint
Look at the "unequal" step and the grouped bar chart.
Show answer
B. Vantridge's lawyers negotiated the figure down before signing. Oskander had no such review and signed the original number.
True or false
3. True or false: this answer argues Haldric should stop putting unproven capabilities on the roadmap at all.
True
False
Show hint
Look at the "reduce" step and "what I would leave alone."
Show answer
False. The fix keeps speculative items on the roadmap, but marks them so the mark survives outside the building and bars them from contracts.
Fill in the blank
4. Fill in the blank: Vantridge Logistics negotiated its contract figure down to ___ percent before signing.
Show hint
Look at the grouped bar chart comparing the two customers.
Show answer
70 percent. Close to the 74 percent the model actually delivered, unlike Oskander's much larger gap.
Short answer, apply it yourself
5. Think of a time a company told you a feature was "coming soon." Was there any visible sign, in how it was written, that it might be a bet rather than a sure thing?
Show hint
Think about a product update, a subscription perk, or a shipping date that was announced with total confidence and later slipped with no explanation.
Show answer
Model answer: A streaming service's "personalized recommendations get smarter every month" claim, with no visible marker distinguishing it from features that were already live.
Short answer, where it wouldn't matter
6. Name a case where the roadmap's confidence marking genuinely wouldn't matter much.
Show hint
Look at "what I would leave alone."
Show answer
Model answer: Purely internal engineering roadmap lines that never reach a customer conversation or a contract at all, since there's no downstream reader who could mistake a bet for a fact.
Before you close the answer
Why this works
Tests whether you'll treat roadmap communication as a matter of clear writing, or notice that a caveat only counts if it survives being copied into someone else's document.
Follow-up traps
"Isn't training salespeople to always mention the caveat simpler than redesigning the artifact?" Response: training decays the moment the visual prompt that reminded them disappears, exactly what happened here with no one deciding to stop.
"What if a customer insists on a contract that ignores your marking anyway?" Response: then that's a deal-approval decision made with eyes open, not a roadmap-communication failure, and it should go through legal review specifically because the mark flagged the risk.
If pressed
The fix that followed tagged every roadmap item in the underlying data, not just the slide template, so the tag exported automatically into any deck, email, or document generated from that data, regardless of who built the next presentation layer.
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