Biotech
Early pipeline and platform teams
Bio-AI Data Readiness Audit is a paid engagement, pricing is shared after application review.
DATA READINESS AUDIT
Is your data ready for AI?
A fixed-scope assessment of your biological data against a six-domain Bio-AI readiness rubric, ending with a clear feasibility read.
Book An Audit
6domains assessed
2 weeksturnaround time
THE RUBRIC
What we assess
Six domains that together decide whether your data can support a model
- 1. Provenance & lineage
The origin, traceability, and transformation history of data
- 2. Governance & consent
Rights, permissions and compliance
- 3. Data quality
Completeness, accuracy and consistency
- 4. Data inventory
Availability, Organization, and Location
- 5. Labelling & structure
How usable it is for modelling
- 6. AI feasibility
The technical viability of data to support AI model development
DELIVERABLES
What you receive
- 01
Inventory & quality
A mapped, scored view of your data.
- 02
AI-readiness scoring
Where you stand on each domain.
- 03
Gap analysis
What's missing and why it matters.
- 04
Remediation roadmap
How to close the gaps, in order.
- 05
Feasibility indication
An honest read on what's viable.
- 06
Written report + readout
Everything captured, walked through live.
HOW IT RUNS
Two weeks, start to readout
WEEK 1Data access + inventory
We connect to your data and map what exists
WEEK 2Assessment + analysis
We score it against the rubric and surface gaps
WEEK 3Readout + report
A live readout, plus a written report.
WHO IT IS FOR
Built for teams sitting on biological data
Pharma R&D
Translational and discovery groups
Health systems
Clinical and patient data teams
Research institutions
Labs and centers with biological data
JOIN US
Tell us what you're exploring
Tell us who you are and what you'd bring.
- Inquiry
- Qualification
- Scoping call
- Proposal & next steps