SignalForge
Find the signal. Understand the evidence. Decide what to do next.
Evidence-grounded competitive intelligence for pharma teams — traceable signals, reviewable briefs, and honest Ask Signal abstention on a seeded atopic dermatitis corpus.
JAK inhibitor access framing in moderate-to-severe AD
Hypothesis for human review · needs evidence inspection
Needs review
Source located
Draft
The problem
Competitive, clinical, and regulatory information is fragmented across publications, registries, and press. Teams need a way to turn fragments into signals with provenance — without inventing certainty.
How it works
Surface signals
Scan the seeded AD landscape for emerging competitive questions.
Inspect evidence
Open provenance, lifecycle status, and claim↔evidence links.
Decide next action
Assemble a brief, ask the corpus, or route a synthetic safety case.
Capabilities
Nine workbench areas on one corpus — overview, landscape, evidence, briefs, Ask Signal, safety, governance, evaluation, and delivery.
- Competitive landscape with MoA / phase
- Six provenance lifecycle statuses
- Unsupported-claim gating on brief approve
- Deterministic Ask Signal (not a live LLM)
- Synthetic AE triage (fiction labelled)
- Product Owner backlog & change control
Interactive preview
Illustrative only — live controls open the real demo workspace.
Trust & honesty
- Portfolio prototype with Neon Postgres persistence and demo session auth — not a production IdP.
- No fake logos, testimonials, or invented performance statistics.
- Not a validated pharmacovigilance system. Not for clinical decision support. Interpretations are hypotheses for human review.
Solutions by role
Same underlying data — prioritised entry points. Onboarding persona does not grant server permissions.
Competitive intelligence
Track rivals, MoA shifts, and briefing cycles.
Medical affairs
Evidence narratives and discussion-ready briefs.
Clinical development
Trial landscape, endpoints, and evidence gaps.
Research / R&D
Deep evidence exploration and Ask Signal.
Product owner
Delivery backlog, evaluation, and change control.
Safety / PV awareness
Synthetic AE triage and governance checklist.
Explorer
Guided tour across the full workbench.
Start the guided demo
Welcome → role → objective → therapeutic area → experience level → optional display name → open a personalised workspace.