For · product teams
For product teams
Use-case framing, pricing references, lifecycle gates, and Markdown evidence briefs for product managers and technical buyers. The platform surfaces verified fields; your team owns the decision.
For product teams
Turn a product use case into a defensible model decision
Use-case framing, pricing references, lifecycle gates, and Markdown evidence briefs for product managers and technical buyers. The platform surfaces verified fields; your team owns the decision.
Matching workflow kit
The kit packages the recommended lessons, exercises, lab playbooks, prompt sets, and templates for this audience into a single ordered work document. Markdown export available at /api/kits/product-model-selection.
Matching outcome workflow
Each outcome routes this audience through the existing learn / apply / verify surfaces and ends with named Markdown artifacts — no recommendations, no rankings.
Example situation
Illustrative — not a recommendation.
Engineering wants to ship; finance wants a cost projection; legal wants a lifecycle plan; you need a single document the team can review together this week.
Start here
Product manager learning path →
The product manager path explicitly frames use-case, pricing reference, lifecycle, and benchmark limits — the four lessons reviewers across product, finance, and legal each care about.
Who this is for
- Product managers framing a model decision with engineering and finance.
- Technical buyers building a defensible review document for internal stakeholders.
- Cross-functional teams aligning on scope, gaps, and reviewer sign-offs.
Common problems we hear
- Hype-driven model choice from a single blog post or leaderboard.
- Unclear data gaps — what does the catalogue confirm vs what is still your homework?
- Mistaking a pricing reference for a live quote.
- Missing the lifecycle deadline that lands during integration work.
- No internal-review artifact you can attach to a decision doc.
What you can do here
4 entry points
Each card opens the canonical surface the workflow routes through — no parallel UI.
Read the product manager learning path →
Four lessons + three exercises + one pre-seeded workflow. Frames use-case → shortlist → comparison → brief alignment.
Open the model evaluation plan template →
Paste-ready Markdown plan covering scope, test plan, observations, and decision sections.
Walk the long-context analysis demo →
Pre-packaged route plan from use case to evidence brief, anchored on long-context workloads.
Generate the evidence brief →
Export a paste-ready brief that lists verified fields, data gaps, source trails, and freshness.
What you can produce here
- Use-case shortlist URL for the team to review.
- Pricing-reference note (provider, unit, retrievedAt).
- Lifecycle risk note for the integration plan.
- Decision evidence brief.
Every artifact is paste-ready Markdown, a deterministic catalogue URL, or a structured checklist — no generated scores, no model rankings.
Artifact walkthrough
Per-artifact instructions — open the route, capture the output, paste into the brief. Substitute your own values.
Use-case shortlist URL
Open /select with the use case and verification filter, then share the URL.
Pricing-reference note
Open /pricing for each candidate, copy the verbatim values + retrievedAt into a one-page note.
Lifecycle risk note
Open the model page; copy lifecycle state, retirement date if any, and the source citation.
Markdown evidence brief
Open /briefs/build with the candidate slugs and export Markdown for the review meeting.
Suggested workflow
Step 1 · Learn
Product manager learning path →Read the role path that frames the workflow with lessons + exercises.
Step 2 · Apply
Use cases →Open the workspace the path routes you through and capture your inputs as a URL.
Step 3 · Test
Model evaluation plan template →Run the playbook or template that matches the failure modes you need to surface.
Step 4 · Brief
Decision brief builder →Export a Markdown evidence brief that ships with your reviewer pack.
Step 5 · Verify
Citation registry →Walk the citation + freshness trail before sign-off.
Want a worked example first? Walk the Long-context analysis demo.
What this audience page does not promise
- Recommend a model for any product.
- Rank vendors by price or speed.
- Provide a live quote — pricing rows are sourced references with a retrievedAt date.
- Predict ROI or feature adoption.