Solution Database / Science and Research
Grant proposal preparation
Applications combine inconsistent evidence and work-plan commitments. Narrative structure remains tied to the actual research plan and evidence.
01The offer
For small research groups applying for project funding, turn researcher-supplied plans, call requirements and approved budgets into investigator-reviewed proposal draft. Address the recurring problem: applications combine inconsistent evidence and work-plan commitments. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.
- For
- Small research groups applying for project funding
- Takes in
- Researcher-supplied plans, call requirements and approved budgets
- Delivers
- Investigator-reviewed proposal draft
- Message
- Grant proposal preparation for small research groups applying for project funding. Narrative structure remains tied to the actual research plan and evidence. Demonstrate the claim through a requirement-to-work-package proposal outline.
- Lead magnet
- A requirement-to-work-package proposal outline
02How it works
- Map call requirements
- Organize preliminary evidence
- Draft work packages
- Check budget references
- Flag unsupported claims
- Coordinate investigator approval
Workflow
Collect a structured brief and source material, identify unanswered questions, approve an outline, generate a draft, verify claims, gather reviewer edits, approve a final version and export the agreed formats. Start with researcher-supplied plans, call requirements and approved budgets and finish with investigator-reviewed proposal draft.
AI and people
Extract and organize information, propose structure, draft prose and adapt approved content to audiences. Attach evidence to factual claims. Keep names, dates, amounts and quoted wording linked to their source. Editors resolve ambiguity and approve publication.
Screens
Key screens: Requirement outline, narrative editor, investigator review. Use a project list and editorial calendar beside a document editor. Keep original material and supporting passages in a collapsible side panel. Show outline, draft, review and approved stages. Provide tracked edits, comments, version comparisons and an export preview that reflects the final delivery format. In this product, the first view is requirement outline, followed by narrative editor and investigator review.
Admin
Client workspaces, source permissions, editorial assignments, change history, reviewer comments, approval gates, revision allowances and export templates.
03Market gap
Alternatives buyers use today
Writers, editors, agencies, internal document templates and general-purpose chat tools. Differentiate on this specific proposed advantage: narrative structure remains tied to the actual research plan and evidence. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.
Where this wins
Customer-approved terminology, reusable structures, source libraries and editorial feedback tied to a specific audience and recurring publishing workflow. For this solution, build around narrative structure remains tied to the actual research plan and evidence. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
04Why now
Science and Research 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: applications combine inconsistent evidence and work-plan commitments.
05Proof & signals
Channels where buyers gather: Research development consultants. Metrics that prove it works: Investigator revision time, application completeness.
Paid pilot
Complete one existing brief using the customer’s actual sources. Record reviewer edits, factual corrections and preparation time. Ask the same buyer to commission a second comparable deliverable. For this solution, use researcher-supplied plans, call requirements and approved budgets and evaluate investigator-reviewed proposal draft. Agree success thresholds with the buyer before starting; collect a baseline for investigator revision time, application completeness. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.
06Execution plan
MVP
Begin with small research groups applying for project funding and one recurring use case. Build the first two modules: map call requirements; organize preliminary evidence. Provide operator assistance for the third module: draft work packages. Deliver investigator-reviewed proposal draft through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.
First 30 days
Week 1: interview five prospective buyers in this segment: small research groups applying for project funding. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: a requirement-to-work-package proposal outline. Week 3: present it through research development consultants and seek one narrowly scoped paid pilot. Week 4: review investigator revision time, application completeness, total delivery effort and a concrete renewal decision before increasing scope.
After the pilot
After paid pilots establish value, automate the remaining modules: check budget references; flag unsupported claims; coordinate investigator approval. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.
Retention
Maintain the approved source and voice library, schedule recurring editorial work, and expand into additional formats only after the core deliverable is repeatedly accepted.
Integrations
Authorized datasets, papers, protocols, code and research records. Document storage, word processor export, content management systems and approved publishing channels. Pilot with uploads and downloadable drafts before adding write integrations. These are candidate integration categories, not verified supported connectors.
07Investment and running costs
| Phase | Scope | Time | Budget |
|---|---|---|---|
| MVP | One buyer segment, one recurring use case; first modules: map call requirements; organize preliminary evidence. Manual review in the loop. | 4 days | $8,000 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 5 days | $9,000 |
| Full product | Remaining modules: check budget references; flag unsupported claims; coordinate investigator approval. Self-serve onboarding, billing, monitoring and the wider integration set. | 9 days | $12,500 |
| Total | $29,500 | ||
| Running | Hosting | AI usage | Total a month |
|---|---|---|---|
| MVP and paid pilot (about 3 customers) | $30–$60 | $70–$140 | $100–$200 |
| Full product (about 50 customers) | $110–$210 | $700–$1,400 | $810–$1,610 |
Revenue model to test
Test USD 400-1,500 for a tightly scoped initial content package. Convert repeated work to a monthly retainer with explicit deliverable and revision limits. Specialist review and substantial research are separately scoped. Prices are hypotheses.
Cost drivers
Research and interview time, transcription, model usage, factual verification, subject-matter review, editing and revisions.
Safeguards
Preserve original data, methods, citations and research limitations. Use researcher review and document every substantive transformation. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.
Take it further
Concept proposal expanded from the 315-solution conversation. Demand, pricing, differentiation, build scope and integration feasibility are hypotheses, not verified market findings. Category link is inspiration rather than evidence of business viability.