Proof of Insight Standard · v0.9

AI you can submit.

An agentic AI for clinical analysis where every claim is hash-chained to its evidence, every result is reproducible, and every analysis is reviewable — built for 21 CFR Part 11 from the first byte.

The agent · live

Talk to your trial. Get an answer with proof.

A regulatory analyst preparing a CLR-131 submission asks two questions. Watch what comes back — and what's recorded underneath.

The chain · verifiable

Every analysis leaves a tamper-evident trail.

Each tool call, each statistical method, each file read — recorded as a hash-chained block. Reviewers can replay the entire session, byte-for-byte, from the chain alone.

The chain · verifiable
12 sealed blocks · provenance graph rooted in B-001
B-001
session_init
Operator authenticated · CLR-131 CLOVER WaM session opened
0x91a2…7c4d
B-002
load_protocol
CLR-131-WAM-301 protocol manifest, version 4.2
0x3b4f…9e22
B-003
fingerprint_dataset
CLOVER WaM enrollment table · 124 subjects · SHA-256 sealed
0xc7d1…81fa
B-004
query_outcomes
SELECT subject_id, response FROM outcomes WHERE dose_mci=75
0x4e9a…b21c
B-005
validate_schema
Janus schema gate · query result conforms to outcome_v3
0x2d88…40e9
B-006
compute_proportion_ci
Wilson score interval · α=0.05 · 22/39
0xa8c4…f2e1
B-007
compose_finding
Finding F-002 · ORR 56.4% (95% CI 39.6%–71.8%)
0x6f1e…3b07
B-008
reasoning_trace
Provenance graph · F-002 ← B-008 ← B-006 ← B-004
0x18ab…cc55
B-009
load_compliance_pack
fda_biologics_2024 · 47 conformance checks
0x5a93…df0a
B-010
readiness_review
3 findings · 1 ok · 1 warn · 1 gap
0xb209…71c8
B-011
export_chain
chain.yaml · digest.yaml · 12 blocks sealed
0x7f3a…2e1b
B-012
session_close
Session sealed · ready for handoff
0xff03…0a91
Built for two readers

A sponsor's analyst. A reviewer at the agency.

For sponsors

Submit faster, with cleaner evidence.

  • Run readiness reviews in minutes, not weeks — the agent flags submission gaps before they reach a reviewer.
  • Replace screenshot-and-paste evidence collection with a chain that ties every figure and table to source data.
  • Hand the chain to internal QA, biostats, and regulatory affairs — they can replay any analysis without re-running it.
For reviewers

Trust, but verify — independently.

  • Receive a sealed chain alongside the submission. Open the verifier, watch every block validate.
  • Replay any statistical computation deterministically: same inputs, same code path, same hash.
  • Inspect the reasoning behind any AI-generated finding — not as a black-box output, but as evidence-linked claims.
"
What used to take our analysts a full day now takes a couple of minutes — and we're catching patterns in clinical data we would have missed before.
Jarrod Longcor · Cellectar Biosciences

Ready to make your AI submission-ready?

See the agent run on a synthetic CLR-131-style dataset, walk through a real chain, or get the Proof of Insight Standard v0.9 in advance of publication.