Why this demo
This demo is designed to show a complete product loop: discovery,
synthesis, action, and trust remediation while staying grounded in
business outcomes.
Business assumptions
- Adoption (High): increase activated users and teams.
- Engagement (High): increase weekly usage in core workflows.
- Retention/Expansion (Medium): deepen usage over time.
- Trust Enablement (High): unblock enterprise rollout confidence.
Objective hierarchy
- Business: adoption, engagement, retention, expansion, trust enablement
- Product: time-to-confident-action, weekly return behavior, workflow completion, risk reduction
- Experience: persona-aware ranking, decision briefs, scoped Ask Dash, inline trust actions
- Guardrails: explainability, reliability, and transparent failure states
Core product question
How might Start Page help each persona complete high-value work
faster, driving adoption and retained engagement, while making
trust state explicit enough for enterprise rollout?
Metric tree
- North star: Weekly high-value workflows completed from Start Page.
- Inputs: search-to-action rate, decision brief completion, scoped Ask Dash usage, risk actions/session.
- Guardrails: explanation interaction rate, API error rate, unresolved risk aging.
Key tradeoffs
- Focus on product loop and ranking logic over connector breadth.
- Use seeded cross-app data for deterministic behavior and live demo reliability.
- Use real GPT-5 nano calls with explicit error handling instead of synthetic fallback output.