Your on-demand data governance team
Billions of files and data sources — checked for SPI and confidentiality, organized into projects, and ready for business, R&D, data marketplaces and AI agents.
Trusted by life-sciences companies of all scales — worldwide:
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Everyone feels the symptoms
We've diagnosed the cause
We interviewed 100+ biotech professionals. The same three problems came up — again and again.
Experience issues finding and organising data
Historical experiments, old protocols, results from a colleague who left — buried across five systems and hundreds of folders.
Report fatigue from manual metadata curation
Schemas need constant updates. People fill in duplicate information. Nothing stays organized — and it only gets worse at scale.
Highlight increasing collaboration friction
CROs, universities, other departments — different systems, different standards, different workflows. Data silos multiply at every handoff.
Surge in AI-related incidents amplifies the risk
New research highlights that AI amplifies risks such as data breaches and financial losses. According to the AI Incidents Database, the number of reported AI-related incidents rose by record high 56.4% compared to the previous year.*
* Stanford 2025 AI Index ReportThese are not separate problems.
They're symptoms of one: ungoverned data.
And with data volumes growing 30% year over year, every symptom compounds. What's painful today becomes unmanageable next year.
Data governance shouldn't take years
Traditional governance teams can't process hundreds of millions of records a year for thousands of stakeholders.
With our system — they can.
Foundation
Infrastructure setup
No data migration. Connects to existing systems — cloud, on-prem, legacy.
Full isolation with zero-trust architecture. Private cloud/air-gapped environments supported out of the box.
Define data protection frameworks, roles and policies for your organization.
Data Protection Agent
Automated compliance enforcement
Multi-stage SPI detection: Safe Harbor, GDPR, GxP, quasi-identifiers, composite identifiers and custom policies.
Immediately block any detected SPI or confidential data from unauthorized access.
Review with stewards from DPO/Compliance to accept policy and quarantine decisions.
Data Stewardship Agent
Domain understanding & organization
Assist your governance team in discovering structure and creating an ontology.
Map ontologies to ground truth. Work with semantic assets, not files.
Generate descriptions for discovered assets. Collaborate and validate with domain stewards.
Data Annotation Agent
Metadata enrichment & transformation
Assign business metadata automatically at any level of granularity.
Convert unstructured data to structured and vice-versa.
Prepare domain-specific knowledge graphs for downstream consumption.
Consumption
Governed data ready for everyone
Easily find data related to specific programs, targets, or compounds and recover fully-auditable decision chains.
Catalog your data, annotate it for marketplaces, support with documentation and build analytics on top of extracted data.
Use clean categorized data and document context-graphs for training or for launching compliant agents supporting your experts.
SPI, proprietary data, trade secrets and multiple regulatory jurisdictions
We know your data and documents are a minefield.
We defuse it — before anyone sends PHI to ChatGPT.
We know every broken link in the data processing chain
And we restore them.
See it in action
Locate data and documents
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Use cases
Discovery
| Use case | What it does | Demo video |
|---|---|---|
| Locate data and documents | Search across all your systems with natural language queries | Video: Locate data and documents |
| Search across languages | Find content regardless of the language it was written in | Video: Search across languages |
| Company-specific search filters | Customize search to your organization's unique data structure | Video: Company-specific search filters |
Data Management
| Use case | What it does | Demo video |
|---|---|---|
| Annotate data for automatic pipelines | AI-powered annotation to feed your analysis workflows | Video: Annotate data for automatic pipelines |
| Capture structured data from reports | Extract tables, figures and metadata from unstructured documents | Video: Capture structured data from reports |
| Check data for confidentiality | Automate compliance checking and PII detection | Video: Check data for confidentiality |
Knowledge Management
| Use case | What it does | Demo video |
|---|---|---|
| Trace lineage and context of data | See how data flows from experiments to final reports | Video: Trace lineage and context of data |
| Track work in collaborations | AI agent to recover relationships between teams, projects and external partners | Video: Track work in collaborations |
| Understand historical research flows | Recover institutional knowledge from past experiments and projects | Video: Understand historical research flows |
Connects with all data sources
SharePoint 
AWS S3 
Azure Blob 
Google Drive 
Snowflake 
Databricks 
Benchling 
Box See what's hiding in your data
Book a call to discuss the proof of concept. We offer demos both in our isolated cloud and your infrastructure.
GDPR & HIPAA compliant