Independent Verification layer for AI Drug Discovery

Reproducible, evidence-linked target audits — delivered in 72 hours.

FastFail™ Target Triage catches deal-breakers fast. Standard adds the full traceable package: risk register + reproducibility + complete audit trail for board/IC-ready defensibility

Best for: VCs and biotech founders who need an independent, evidence-linked audit package before term sheet, diligence, or fundraising.

Updated Jan 2026

The problemAI created more targets. It didn't create better decisions.

Target audits haven’t scaled with discovery—so high-stakes go/no-go calls are still made using opaque models, inconsistent methods, and judgment calls that can’t be independently verified.

No conflicts.No conjecture.No weeks-long delays.

WHAT YOU GET

The Glassbox Bio Molecular audit ships independently verifiable computational evidence—so you can decide what to do next.

Deterministic-First
Reproducible pipeline execution; avoids "agent drift"
Audit-Ready
Consistent outputs + logs + thresholds + manifests
Integrity Verified
Signed seal + hashes for manifest, inputs, and outputs
Replayable Packs
Containerized repro bundle for repeat execution
Glassbox validation report
Decision-grade validation report excerpt (redacted)
How it worksFour steps to get your target audit
Step 01

Submit target + evidence bundle

Upload your target hypothesis and supporting evidence package through our secure portal.

Step 02

We run audit checks + risk surfacing

Our deterministic and probabilistic engine analyzes genetics, safety, IP, commercial, and mechanistic risks using reproducible methods. See our data sources.

Step 03

Scientist review (Standard+)

PhD-level scientists review computational outputs, synthesize findings, and provide evidence-linked recommendations.

Step 04

Deliver package + verdict + reproducibility pack

Receive a comprehensive audit package with go/no-go verdict and full reproducibility artifacts within 72 hours.

The GLASSBOX DifferenceFour pillars that set us apart

No pipeline. No portfolio. No conflicts. Just independent facts.

We are not a drug discovery company. We have no internal pipeline. Our only incentive is accuracy. Each report includes a legally binding Independence Covenant.

Who GLASSBOX Is ForBuilt for decision-makers at every stage
Early-Stage Biotechs
Derisk Programs
Derisk programs before burning capital on assays, CROs, and IP filings.
Biotech Investors
Objective Diligence
Run objective diligence on targets before writing term sheets.
Regulatory/CMC Leaders
Quality Assurance
Ensure early-stage preclinical evidence meets quality & reproducibility standards before scaling.

Evidence. Not hype.
Proof, not promises.
Stop guessing. Start verifying.

Get a defensible, investor-grade target audit in 72 hours.

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Independent · Transparent · Reproducible · Fast

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GLOBAL RESEARCH USE DISCLAIMER: Glassbox outputs (calculations, metrics, scores, analyses, reports, and deliverables) are derived from preclinical research sources and computational methods and are provided for research and exploratory use in early-stage drug discovery. Outputs are not medical advice, not clinical recommendations, and not predictions of clinical trial outcomes. No warranty is made regarding human safety/efficacy, likelihood of regulatory approval, or probability of clinical success. Outputs are also not legal, regulatory, or investment advice. Users are solely responsible for decisions made using these outputs and assume all risks associated with their use.
© 2026 Glassbox Bio, LLC. All rights reserved.