
Communications scenario assumption desk
Test assumptions behind response plans.
- For
- Crisis preparedness consultants
- Solves
- Scenario plans rely on hidden operational assumptions.
- Delivers
- Reviewed preparedness assumption brief
- Built in
- about 4 weeks of creation time, MVP in 5 days
- Investment
- $13,000 for the MVP, $44,000 for the full product
- Run it
- Inside your business, or as part of your offer to clients
What it does
For crisis preparedness consultants, turn approved scenarios and response responsibilities into reviewed preparedness assumption brief.
- Extract required capabilities.
- Flag unverified assumptions.
- Draft rehearsal questions.
- Link proposed outputs to original source records.
- Capture reviewer corrections and approval.
- Export a versioned reviewed preparedness assumption brief.
What goes in, what comes out
- Approved scenarios
- Response responsibilities
AI drafts, people review. Assumption-driven planning and decision workspace.
- Reviewed preparedness assumption brief
How it works
The workflow
- InStart with
Approved scenarios and response responsibilities
- 1
The buyer creates a project
- 2
Supplies approved scenarios and response responsibilities
- 3
Confirms scope and access
- OutFinish with
Reviewed preparedness assumption brief
AI does the heavy lifting, people stay in charge
AI assists these bounded tasks: extract required capabilities; flag unverified assumptions; draft rehearsal questions. Use only approved scenarios and response responsibilities and preserve uncertainty in reviewed preparedness assumption brief. 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.
What your team sees
Key screens: Brief and sources, Communications scenario assumption desk, Review and delivery. Place editable drivers and constraints beside a clearly labeled scenario output. Include a baseline view, comparison chart or schedule, and an assumptions history. Let users trace a proposed quantity or date back to its inputs. Keep forecasts distinct from actual results. Open with brief and sources; move into communications scenario assumption desk for the detailed task; finish in review and delivery for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.
Accounts and administration
Scenario versions, baseline reconciliation, constraint checks, assumption ownership, reviewer approvals, plan exports and actual-versus-plan tracking. 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.
Integrations and data access
Approved company facts, permitted media sources and publication workflows. Read-only operational exports, calendars and finance or inventory records as relevant. Start with plan exports and retain human approval for execution. Begin with uploads and exports of approved scenarios and response responsibilities. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.
How we build it
We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.
- 1
Scoping call
Day 1Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.
- 2
MVP
5 daysOne buyer segment, one recurring use case; first modules: extract required capabilities; flag unverified assumptions. Manual review in the loop. Built by our AI software factory.
- 3
Paid pilot
6 daysAccounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.
- 4
Full product
10 daysSelf-serve onboarding, billing, monitoring and the wider integration set.
- 5
Run and improve
MonthlyWe host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.
Why we start with an MVP
An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.
- Pick the riskiest assumption. Here: will crisis preparedness consultants use it to solve "scenario plans rely on hidden operational assumptions"?
- Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
- Run a paid pilot. Agree the acceptance criteria, input limits and reviewer responsibilities before starting.
- Measure, then decide. Track unverified response dependencies; reviewer correction minutes; buyer acceptance and repeat purchase. Then expand, change course or stop, with evidence instead of opinions.
MVP scope for this solution. Costed pilot: One organization, one defined input format and one representative pilot batch using approved scenarios and response responsibilities. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract required capabilities; flag unverified assumptions. Support the third task through an assisted review queue: draft rehearsal questions. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of reviewed preparedness assumption 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.
After the MVP. After paying customers repeatedly accept reviewed preparedness assumption brief, automate link proposed outputs to original source records; capture reviewer corrections and approval; export a versioned reviewed preparedness assumption brief. 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 organization, one defined input format and one representative pilot batch using approved scenarios and response responsibilities. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype.
What the build depends on. A defensible calculation model, explicit units, constraint validation and representative boundary tests. Advanced forecasting or optimization needs adequate historical data. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: One organization, one defined input format and one representative pilot batch using approved scenarios and response responsibilities. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype.
Investment
A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.
- Phase 1
MVP
One buyer segment, one recurring use case; first modules: extract required capabilities; flag unverified assumptions. Manual review in the loop.
- Phase 2
Paid pilot
Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.
- Phase 3
Full product
Self-serve onboarding, billing, monitoring and the wider integration set.
Indicative total, MVP to full product$44,000about 4 weeks of creation time · start with the MVP from $13,000
Running costs per month
A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.
| Stage | Hosting and infrastructure | AI usage | Total per month |
|---|---|---|---|
| MVP and paid pilotabout 3 customers | $30–$60 | $50–$100 | $80–$160 |
| Full productabout 50 customers | $110–$210 | $350–$700 | $460–$910 |
Run it or resell it
For your own team
Crisis preparedness consultants run it inside the business: approved scenarios and response responsibilities in, reviewed preparedness assumption brief out, reviewed by your people.
As part of your offer
Agencies, consultancies and software companies can offer it to their own clients under their brand. We build and maintain it; you sell and deliver it.
Your brand, or this one
Run it under your own brand, or start from this concept style.
- primary
#562791 - accent
#b6c954 - surface
#eae4f1 - ink
#22201e
- Headings
- Sora
- Text
- Work Sans
- Voice
- Articulate, timely, composed
Selling it to your own clients: the go-to-market playbook
Pricing to test
Test USD 750-3,000 for a scoped planning setup and review, then USD 200-900 monthly for refreshes within agreed complexity. Data integration and optimization are separately scoped. All ranges are hypotheses. For this buyer, package the first sale around prepare a sample reviewed preparedness assumption brief from a small authorized set of approved scenarios and response responsibilities and the defined reviewed preparedness assumption brief. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.
Message to test
Test assumptions behind response plans. Demonstrate the result with prepare a sample reviewed preparedness assumption brief from a small authorized set of approved scenarios and response responsibilities for crisis preparedness consultants. Use a concrete before-and-after example without promising unmeasured savings.
Where to find buyers
Communications associations and PR agency networks
Lead magnet
Prepare a sample reviewed preparedness assumption brief from a small authorized set of approved scenarios and response responsibilities
The first 30 days
- Week 1: interview five prospective buyers from crisis preparedness consultants and inspect how they handle scenario plans rely on hidden operational assumptions.
- Week 2: prepare prepare a sample reviewed preparedness assumption brief from a small authorized set of approved scenarios and response responsibilities using authorized or synthetic material.
- Week 3: share the demonstration through communications associations and PR agency networks and seek one bounded paid pilot.
- Week 4: measure unverified response dependencies; reviewer correction minutes; buyer acceptance and repeat purchase, 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.
Paid pilot
Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run prepare a sample reviewed preparedness assumption brief from a small authorized set of approved scenarios and response responsibilities and deliver reviewed preparedness assumption brief. Compare unverified response dependencies; reviewer correction minutes; buyer acceptance and repeat purchase 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.
Success metrics
Unverified response dependencies; reviewer correction minutes; buyer acceptance and repeat purchase
Retention and expansion
Build repeat use around reviewed preparedness assumption brief. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on unverified response dependencies; reviewer correction minutes; buyer acceptance and repeat purchase. Offer a recurring volume allowance after repeat demand; expand to adjacent tasks only when the buyer asks and delivery quality remains acceptable.
Why clients would pick it
A validated domain model, customer-approved constraints and forecast or decision history that improves practical planning. For this concept, accumulate permissioned examples and reviewer corrections around test assumptions behind response plans. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.
Alternatives and positioning
Spreadsheets, planners, specialist forecasting tools and existing scheduling or configuration software. Position this concept around test assumptions behind response plans. 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.
Main delivery costs
Data preparation, domain modeling, validation, scenario computation, reviewer support and ongoing assumption maintenance. Initial validation additionally budgets for representative sample preparation, interviews with crisis preparedness consultants, and buyer-side review of reviewed preparedness assumption brief. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.
Safeguards
Verify public facts and quotations. Keep publication authority explicit and preserve the original context behind media and reputation findings. One organization, one defined input format and one representative pilot batch using approved scenarios and response responsibilities. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.