Solution Database / Executives and Strategy
Strategic assumption expiry desk
Plans rely on assumptions that are never revisited. Keep strategic assumptions explicitly dated and reviewable.
01The offer
For strategy directors at midsize companies, turn approved plans and assumption evidence into strategic assumption review brief. Address this specific problem: plans rely on assumptions that are never revisited. The aim: keep strategic assumptions explicitly dated and reviewable. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.
- For
- Strategy directors at midsize companies
- Takes in
- Approved plans and assumption evidence
- Delivers
- Strategic assumption review brief
- Message
- Keep strategic assumptions explicitly dated and reviewable. Demonstrate the result with review assumptions in one annual plan for strategy directors at midsize companies. Use a concrete before-and-after example without promising unmeasured savings.
- Lead magnet
- Review assumptions in one annual plan
02How it works
- Extract material assumptions
- Assign evidence owners
- Set review dates
- Compare new evidence
- Flag expired support
- Export decision prompts
Workflow
The buyer creates a project, supplies approved plans and assumption evidence, and confirms scope and access. The working sequence is: 1. Extract material assumptions. 2. Assign evidence owners. 3. Set review dates. 4. Compare new evidence. 5. Flag expired support. 6. Export decision prompts. Users correct extracted facts, resolve flagged uncertainties and approve the final strategic assumption review brief before use. Retain source links and a version history for the next cycle.
AI and people
Identify challenged assumptions without predicting outcomes. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.
Screens
Key screens: Assumption register, Evidence changes, Review agenda. Use a watchlist with source health and last-checked dates, a chronological change feed, and a reviewable briefing editor. Display original evidence beside each alert. Let users mute irrelevant topics and record whether a change led to action. Open with assumption register; move into evidence changes for the detailed task; finish in review agenda for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.
Admin
Watchlist ownership, source health, dated evidence, deduplication, topic filters, editorial review, delivery preferences and alert feedback. Include organization-scoped access, named project owners, review queues, usage limits, export history and retention settings. Never reuse private customer material for other accounts without permission.
03Market gap
Alternatives buyers use today
Newsletters, search alerts, analysts and general media or website monitoring tools. Position this concept around keep strategic assumptions explicitly dated and reviewable. Compare it against the customer's current process on the same representative task. This is proposed differentiation; no exhaustive competitor study or uniqueness claim has been established.
Where this wins
A curated source network, historical change archive and buyer-specific relevance judgments within a narrow topic. For this concept, accumulate permissioned examples and reviewer corrections around keep strategic assumptions explicitly dated and reviewable. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.
04Why now
Executives and Strategy teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: plans rely on assumptions that are never revisited.
05Proof & signals
Channels where buyers gather: Strategy consultancies and executive peer groups. Metrics that prove it works: Overdue assumptions and evidence refresh time.
Paid pilot
Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run review assumptions in one annual plan and deliver strategic assumption review brief. Compare overdue assumptions and evidence refresh time with the buyer's current process on comparable cases; include corrections, missed issues and reviewer time. Seek payment and repeat use. Stop or revise the scope if data access, accuracy or unit economics fail.
06Execution plan
MVP
Costed pilot: One strategy plan with manually sourced updates. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract material assumptions; assign evidence owners. Support the third task through an assisted review queue: set review dates. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of strategic assumption review brief. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.
First 30 days
Week 1: interview five prospective buyers from strategy directors at midsize companies and inspect how they handle plans rely on assumptions that are never revisited. Week 2: prepare review assumptions in one annual plan using authorized or synthetic material. Week 3: share the demonstration through strategy consultancies and executive peer groups and seek one bounded paid pilot. Week 4: measure overdue assumptions and evidence refresh time, review delivery effort and ask for a repeat purchase. This is a validation schedule, not a promise that the full product can be built in thirty days.
After the pilot
After paying customers repeatedly accept strategic assumption review brief, automate compare new evidence; flag expired support; export decision prompts. Add one tested read integration, reusable customer configuration and scheduled repeat delivery. Increase supported formats or teams only when evaluation cases and reviewer capacity cover the new scope. One strategy plan with manually sourced updates.
Retention
Build repeat use around strategic assumption review brief. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on overdue assumptions and evidence refresh time. Offer a recurring volume allowance after repeat demand; expand to adjacent tasks only when the buyer asks and delivery quality remains acceptable.
Integrations
Internal reports, public company information and decision registers. Permitted feeds, published document sources, email digests and internal briefing channels. Verify collection rights and source reliability before selling coverage commitments. Begin with uploads and exports of approved plans and assumption evidence. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.
07Investment and running costs
| Phase | Scope | Time | Budget |
|---|---|---|---|
| MVP | One buyer segment, one recurring use case; first modules: extract material assumptions; assign evidence owners. Manual review in the loop. | 4 days | $11,000 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 5 days | $11,000 |
| Full product | Self-serve onboarding, billing, monitoring and the wider integration set. | 8 days | $15,500 |
| Total | $37,500 | ||
| Running | Hosting | AI usage | Total a month |
|---|---|---|---|
| MVP and paid pilot (about 3 customers) | $30–$60 | $50–$100 | $80–$160 |
| Full product (about 50 customers) | $110–$210 | $350–$700 | $460–$910 |
Revenue model to test
Test USD 100-500 monthly for a narrow shared briefing, or USD 750-2,500 monthly for bespoke analyst coverage. Licensed source access and unusual collection requirements are extra. Prices require validation. For this buyer, package the first sale around review assumptions in one annual plan and the defined strategic assumption review brief. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.
Cost drivers
Source licensing, collection reliability, change processing, analyst verification, missed-signal review and digest production. Initial validation additionally budgets for analyst review and permitted evidence samples. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.
Safeguards
Show source dates and distinguish evidence from strategic assumptions. Keep sensitive company plans restricted to authorized participants. One strategy plan with manually sourced updates. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.
Take it further
Newly authored additional batch of 210 concepts, dated 2026-09-22, for later import. Checked against the existing 413 catalog for exact title and ID duplication, with editorial review of overlap. Demand, differentiation, pricing, build hours, setup costs and integration feasibility are unvalidated planning hypotheses. Category inspiration links are inherited taxonomy references, not evidence that these concepts were covered there.