Solution Database / Healthcare
Research update subscription
Broad literature alerts create too much reading overhead. Narrow specialty coverage with study limitations visible beside findings.
01The offer
For specialists monitoring one clinical research topic, turn published papers and a clinician-defined research scope into source-linked specialty research briefing. Address the recurring problem: broad literature alerts create too much reading overhead. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.
- For
- Specialists monitoring one clinical research topic
- Takes in
- Published papers and a clinician-defined research scope
- Delivers
- Source-linked specialty research briefing
- Message
- Research update subscription for specialists monitoring one clinical research topic. Narrow specialty coverage with study limitations visible beside findings. Demonstrate the claim through a clinically reviewed literature digest.
- Lead magnet
- A clinically reviewed literature digest
02How it works
- Screen relevance
- Extract study design
- Summarize results
- Show limitations
- Link original papers
- Obtain clinical editorial review
Workflow
Agree the decision and research questions, define permitted sources or participants, collect evidence, code findings, compare supporting and contradictory material, review interpretations, and deliver a cited brief with next questions. Start with published papers and a clinician-defined research scope and finish with source-linked specialty research briefing.
AI and people
Assist with retrieval, transcription, structured extraction and thematic synthesis. Preserve source passages and methodological context. Human researchers validate inclusion, quotations and conclusions. Use real participants when customer research is required.
Screens
Key screens: Topic feed, study evidence, digest editor. Organize work by research question. Show a source library, an evidence matrix and a draft findings panel with linked quotations. Keep contradictory findings and unanswered questions visible. Allow reviewers to inspect the original context before accepting an interpretation. In this product, the first view is topic feed, followed by study evidence and digest editor.
Admin
Source provenance, participant consent where applicable, research questions, coding definitions, reviewer disagreements, citations and versioned conclusions.
03Market gap
Alternatives buyers use today
Research consultants, internal analysts, literature databases and general search or summarization tools. Differentiate on this specific proposed advantage: narrow specialty coverage with study limitations visible beside findings. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.
Where this wins
Niche research protocols, credible researcher relationships and a rights-cleared evidence archive with consistent interpretation methods. For this solution, build around narrow specialty coverage with study limitations visible beside findings. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
04Why now
Healthcare 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: broad literature alerts create too much reading overhead.
05Proof & signals
Channels where buyers gather: Specialty professional communities. Metrics that prove it works: Relevant inclusions, citation accuracy.
Paid pilot
Answer one practical question using a bounded evidence set. Ask a domain expert to review citations and reasoning, identify contrary evidence and assess whether the deliverable supports the intended decision. For this solution, use published papers and a clinician-defined research scope and evaluate source-linked specialty research briefing. Agree success thresholds with the buyer before starting; collect a baseline for relevant inclusions, citation accuracy. 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 specialists monitoring one clinical research topic and one recurring use case. Build the first two modules: screen relevance; extract study design. Provide operator assistance for the third module: summarize results. Deliver source-linked specialty research briefing 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: specialists monitoring one clinical research topic. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: a clinically reviewed literature digest. Week 3: present it through specialty professional communities and seek one narrowly scoped paid pilot. Week 4: review relevant inclusions, citation accuracy, total delivery effort and a concrete renewal decision before increasing scope.
After the pilot
After paid pilots establish value, automate the remaining modules: show limitations; link original papers; obtain clinical editorial review. 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 research question and evidence archive, offer follow-up studies and refresh important sources. Build repeat work around the buyer’s decision cycle.
Integrations
Clinic-approved content and administrative exports. Clinical integrations require separate assessment. Permitted research libraries, interview recording imports, citation exports and document editors. Preserve original source metadata throughout the workflow. 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: screen relevance; extract study design. Manual review in the loop. | 7 days | $11,500 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 8 days | $15,500 |
| Full product | Remaining modules: show limitations; link original papers; obtain clinical editorial review. Self-serve onboarding, billing, monitoring and the wider integration set. | 3 weeks | $21,000 |
| Total | $48,000 | ||
| Running | Hosting | AI usage | Total a month |
|---|---|---|---|
| MVP and paid pilot (about 3 customers) | $50–$100 | $80–$160 | $130–$260 |
| Full product (about 50 customers) | $190–$380 | $880–$1,750 | $1,070–$2,130 |
Revenue model to test
Test USD 750-3,000 for one tightly bounded research question and evidence pack. Participant recruitment, specialist review and licensed data are separately scoped. Repeat tracking can become a retainer. Prices are hypotheses.
Cost drivers
Researcher time, source access, participant recruitment, transcription, evidence coding, expert review and report revisions.
Safeguards
Begin with administrative scope or clinician-reviewed material. Minimize sensitive patient data, restrict access and obtain required organizational review before connecting clinical systems. 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.