Regulatory, evidence, and validation software

Licensed intelligence for life sciences.

Three products built to govern how evidence becomes permission to discover, claim, and validate.

Licensed intelligence is intelligence that has passed defined checks for evidence, provenance, consistency, and governance against the specific use proposed.

INDCSRBLANDA IQ / OQ / PQ21 CFR Part 11Annex 11

Evidence

Establish what you can claim

Draft, vet, and prepare regulatory documents from controlled evidence, with every consequential claim traced to its source and tested for support.

Explore regulatory documentation

Validate

Demonstrate fitness for use

Manage the equipment validation lifecycle from intended use and qualification planning through IQ, OQ, PQ, release, and requalification.

Explore equipment qualification
Coming soon

Discovery

Advance what is worth pursuing

Move past model confidence toward scientific knowledge: explicit hypotheses, structured evidence, contradictions, warrant, and truth conditions.

Explore molecule intelligence

Biotok Evidence

Every claim earns its place.

Turn fragmented scientific, clinical, and regulatory sources into submission-ready content whose claims remain connected to inspectable evidence.

INDCSRBLANDA Briefing packagesHealth-authority responses
The language model may propose a claim. It cannot authorize its own claim.
A draft clinical summary with claim verification status, unsupported and uncited counts, and licensed source indicators.
Claim vetting against the controlled evidence set.

Ingest the regulatory record

Bring protocols, study reports, analyses, publications, correspondence, and supporting records into a governed evidence environment.

Structure facts and claims

Extract entities, values, endpoints, populations, relationships, limitations, and contradictions while preserving source, page, and passage provenance.

Draft from controlled evidence

Develop sections for INDs, CSRs, BLAs, NDAs, briefing packages, responses, and related documents using the evidence available for that purpose.

Vet every consequential claim

Classify claims as supported, unsupported, conflicting, or uncited and expose the evidence and reasoning behind the determination.

Review and resolve

Direct regulatory, clinical, and scientific experts to gaps that require revision, additional evidence, qualification, or accountable judgment.

Prepare for submission

Finalize traceable content with visible provenance, review history, and a defensible record of what the available evidence permits the organization to say.

Biotok Validate

Validation intelligence across the equipment lifecycle.

Connect intended use, requirements, risk, specifications, protocols, execution evidence, deviations, and approvals into a validation record that remains current throughout the equipment lifecycle.

Validate does more than digitize IQ/OQ/PQ. It evaluates whether the accumulated package supports a defensible conclusion of fitness for intended use.

Built for records that must satisfy 21 CFR Part 11, EU GMP Annex 11, and ALCOA+ data integrity expectations.

DefineIntended use, URS, specifications, critical requirements
AssessRisk analysis, FMEA, qualification strategy, coverage
QualifyIQ, OQ, PQ protocols, execution, results, evidence
ReleaseDeviation resolution, approvals, readiness, validated state
OperateCalibration, maintenance, monitoring, periodic review
ChangeImpact assessment, change control, targeted testing
RequalifyTrigger-based and periodic requalification
RetireControlled decommissioning and retained evidence

Architecture

AI can propose.
Evidence must permit.

General-purpose AI can produce fluent language even when the evidence is incomplete. Biotok products separate generative capability from evidentiary authority.

WorldMind's licensing architecture determines whether a claim, hypothesis, or validation conclusion has met defined conditions for its intended use.

Biotok products are grounded in first-principles research from the WorldMind AI Research Lab. We use large language models as language engines rather than authorities on knowledge or truth, while WorldMind's architecture provides the evidence, reasoning, and governance needed for dependable intelligence.

Structured evidence

Sources become inspectable claims, facts, requirements, risks, tests, and relationships, not merely text retrieved for a chatbot.

Licensing decisions

Evidence is evaluated for provenance, applicability, consistency, completeness, and the precise use being proposed.

Governed progression

Supported work can progress. Insufficient or conflicting work is qualified, blocked, or routed for accountable human review.

Coming soon

Biotok Discovery

Beyond coherence toward knowledge.

WorldMind is building AI from first principles rather than assuming that a large language model is itself a cognitive engine.

Language is not cognition

A model's confidence is not a reason to fund a program. An LLM is an extraordinary linguistic proposal engine, and its coherent output does not, by itself, establish knowledge, reference, warrant, or truth.

Knowledge needs structure

Discovery will represent hypotheses, entities, relationships, experimental evidence, provenance, conflicts, and uncertainty outside the model.

Truth has conditions

A candidate proposition must be evaluated against explicit conditions under which it would be supported, contradicted, limited, or unresolved.

Progress requires permission

The surrounding architecture, not the model's confidence, governs whether a hypothesis or candidate is sufficiently warranted to advance.

Built by WorldMind

Commercial life-sciences software grounded in AI research.

Biotok is the life-sciences software of WorldMind Inc., an AI research laboratory developing architectures for structured, verifiable, and governed intelligence.

WorldMind's research on language models and knowledge has been published in Minds and Machines.

Contact WorldMind

See licensed intelligence at work.

Bring one submission bottleneck or one qualification package. We will show you what the evidence permits you to say.

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