Everything you need to make confident product decisions
spark2build brings your knowledge base, AI analysis, and product ideas into one place, purpose-built for enterprise product teams in regulated industries.
The single source of truth for your team
Knowledge Hub
A structured repository for everything your team knows. Add entries across six domains so your knowledge is never lost in a Confluence page or Slack thread.
- Six domain categories with colour-coded chips
- Rich-text entries with full context and source links
- Instant search across all workspace entries
- Valid-to dates with staleness alerts before decisions go stale
From idea to intelligence in seconds
AI Spark Analysis
Create a Spark (a product idea or initiative) and the AI cross-references it against your entire knowledge base. You get confidence-scored relationships showing exactly what existing knowledge is relevant and why.
- GPT-4o powered analysis in seconds
- Decomposed confidence: structural, semantic, and temporal scores
- AI reasoning for every connection surfaced
- Re-analyse as your knowledge base grows
Know what you don't know before you build
Knowledge Gap Detection
spark2build doesn't just tell you what you know. It tells you what's missing. Gaps are identified by domain so you can assign research, request a regulatory review, or run a competitor audit before a single line of code is written.
- Gaps flagged by knowledge domain
- Actionable descriptions, not vague warnings
- Prioritise research before you commit to building
- Gap context surfaced alongside related relationships
Proactive intelligence before you think to look
Radar
Your proactive intelligence feed. Radar monitors your knowledge base and surfaces what matters: expiring entries, new knowledge relevant to your active sparks, and domains ready for a product opportunity.
- Opportunity detection when domain coverage hits 60%+
- Stale and expiring entry alerts before knowledge misleads a decision
- New knowledge auto-matched to your active sparks
- Triage board: pursue, revisit later, or consciously pass with a reason
One living summary per knowledge domain
Domain Synthesis
As your team adds entries, spark2build automatically compiles them into a single AI-generated synthesis for each domain. Instead of reading 20 entries to understand your regulatory position, you read one authoritative overview that stays current.
- AI synthesises every entry in a domain into a coherent narrative
- Version-tracked: see when the synthesis last updated and how many entries it covers
- Inline conflict badge shows when entries within a domain contradict each other
- Domain Overview pinned in the Knowledge Hub for instant access
AI catches when your knowledge conflicts with itself
Contradiction Detection
When a new entry contradicts existing knowledge or an established domain synthesis, spark2build surfaces the conflict automatically in the Radar. PMs can review both sides, decide which is correct, and resolve it — keeping the knowledge base trustworthy.
- Automatic conflict detection on every new knowledge entry
- Side-by-side comparison of conflicting claims with severity rating
- Four resolution paths: keep new, revert, both valid, or dismiss
- Resolved conflicts trigger an automatic synthesis correction
One click from analysis to stakeholder narrative
Decision Brief
Turn your Spark analysis into a polished stakeholder narrative in one click. The Decision Brief synthesises your supporting evidence, knowledge gaps, confidence levels, and recommended next steps, ready to share with leadership or engineering.
- Five-section narrative: Summary, Evidence, Gaps, Confidence, Next Steps
- Copy as plain text or Markdown for Notion, Confluence, or email
- Export as PDF for exec review
- Versioned: regenerate as your knowledge base evolves
Built for teams, not just individual PMs
Team Collaboration
Invite your whole product team, assign the right roles, and make knowledge-driven decisions together. Every spark benefits from the expertise of everyone in the workspace.
- Admin, PM Creator, and Viewer roles with API-level enforcement
- Shared knowledge base across your entire workspace
- Team feedback on AI-generated relationships builds institutional memory
- Multiple workspaces for different product lines or clients
A lightweight lifecycle for every product idea
Spark Status Workflow
Move sparks through a validation workflow from New to Needs Review to Validated. Keep your team aligned on which ideas are ready to build and which need more investigation.
- Five statuses: New, Needs Review, Validated, Building, Shipped
- Status visible across the dashboard and spark list
- Inline editing for fast iteration
- Jira ticket linking to connect sparks to delivery
Also included
More built-in capability
Jira integration
Create and link Jira tickets directly from a spark.
Vector semantic search
Semantic embeddings power richer, more accurate AI relationships.
Frameworks Library
Interactive templates for Design Thinking, JTBD, SWOT, and more.
Document editor
Write PRDs, specs, RFCs, and ADRs alongside your knowledge base.
Decomposed confidence
Every relationship is broken into structural, semantic, and temporal scores.
Relationship feedback
Accept or reject AI relationships. Your verdicts refine future analysis.
On the roadmap
Coming soon
Notion and Google Docs import
Pull pages and docs directly into your Knowledge Hub without copy-paste.
SAML / OKTA SSO
Enterprise single sign-on for regulated industries.
Analytics and coverage reporting
Track knowledge coverage trends, gap closure rates, and spark validation velocity.