Build what matters.
Your AI product researcher. Tell it what you're trying to figure out — it goes and finds the answer.
Building faster is not the hard part anymore. Building the right thing is.
AI collapsed the cost of building. The bottleneck now is knowing what's worth building. Most teams juggle a dozen tools, synthesize in their heads, present from memory, and still build things nobody wants.
What teams have now
- Research scattered across 8-15 tools
- Synthesis happens in people's heads
- Assumptions presented from memory
- Teams build things nobody asked for
What teams need
- Evidence-linked hypotheses the whole team can see
- Confidence scores that update as evidence arrives
- Autonomous agents that gather evidence while you sleep
- Living artifacts that stay current, not static reports
TraceFox turns uncertainty into conviction.
Tell it what you're trying to figure out
Start with a hypothesis, an assumption, a product question — anything your team needs conviction on. TraceFox turns it into a structured belief with validation criteria and begins finding evidence.
Work alongside it — or let it work while you sleep
When you're present, TraceFox is a thinking partner — helping you explore evidence, challenge assumptions, and refine what you believe. When you step away, autonomous agents keep gathering and synthesizing.
Interactive when present, autonomous when absent. Evidence compounds whether you're at your desk or not.
Develop conviction you can trace
Every belief carries a confidence score, linked evidence, and a clear trail from raw signal to team conviction. The living Brief stays current as new evidence arrives — no rewriting, no staleness.
—Not another document to maintain.
—A living system that compounds what you know.
Artifacts that stay alive
TraceFox produces structured artifacts that update as new evidence arrives. Not static reports — living documents your team can trust.
Living Brief
The central artifact. A continuously updated view of what your team believes, what the evidence says, and what still needs validation.
Confidence-scored hypotheses
Structured beliefs with evidence links, confidence levels, and clear criteria for when to act.
Evidence chains
Trace any conclusion back through the supporting signals, sources, and reasoning steps.
Morning briefs
Wake up to a summary of what your agents found overnight — new signals, updated confidence, and recommended next steps.
Cross-project intelligence
Patterns that surface across investigations, compounding what the team knows over time.
Known vs unknown map
A clear view of what is supported by evidence and what still needs validation.
Product risk assessment
Critical risks identified across evidence with severity and likelihood.
Interview synthesis
Themes and patterns extracted from qualitative conversations, linked to relevant beliefs.
Connects to the evidence you already have
Not another research repository
Every other tool organizes around activities — studies, interviews, tickets, documents. TraceFox organizes around what you believe is true, and whether the evidence supports it.
Building fast is solved. Knowing what to build is not.
TraceFox is how teams develop conviction under uncertainty.