The Data Developers

BD&L Diligence Dossier

30-second diligence on any drug or target: biology, clinical stage, safety, patents, funding, literature, and revenue signals.

Target evidence
Trial landscape
Patent position
Safety profile
Problem solved

The problem this solves

Life sciences teams need decisions faster than public data can be cleaned manually. This solution compresses months of preparation into a governed, query-ready product.

VP-level and director-level teams often know which questions matter, but the required data is spread across incompatible FDA, CMS, NIH, EMA, USPTO, literature, ontology, and identity sources.

BD&L Diligence Dossier removes the repeated engineering work by delivering the connected tables, bridge keys, and sample queries that your team would otherwise build from scratch.

What you get

Asset and target evidence cards that combine mechanism, clinical phase, target-disease score, and literature momentum.

Competitive trial landscape, sponsor normalization, patent runway, and safety signal summaries in the same schema.

NIH funding, publication, and disease ontology context for external innovation and indication strategy.

Query-ready diligence outputs for BD, search-and-evaluation, and corporate strategy workflows.

Sample output

Day-one query results for KRAS G12C

Designed sample output showing the type of redacted table your analysts can query immediately after provisioning.

BD&L Diligence Dossier — sample result
SignalValueSource
Canonical entityKRAS G12CDrug spine
Primary risk scoreHigh confidencePre-computed model
Connected products11 productsTDD catalog
Latest refresh2026-09-01Lineage table
Use cases

Built for the teams who own the decision

For BD&L teams

Screen target or asset opportunities before deep diligence starts and prioritize the highest-signal assets.

For Search and evaluation teams

Compare mechanisms, trial progress, funding intensity, safety burden, and IP runway across targets.

For Corporate strategy teams

Build thematic landscapes around diseases, modalities, platforms, and external innovation clusters.

FAQ

Common questions

Procurement, architecture, and analytics teams can evaluate exactly how the product will land in your environment.

Query on day one

Sample SQL included

Is the dossier generated from public data only?

Yes. It uses public biomedical authorities and does not require proprietary, patient-level, or confidential data.

Can we customize the scoring weights?

Yes. Core tables are delivered query-ready, and customers can adjust prioritization logic inside their own warehouse.

Does it include target biology?

Yes. ChEMBL, UniProt, Open Targets, disease ontology, publications, and funding data are connected through target and disease identifiers.

See This Solution In Action

We'll walk through live warehouse queries and sample outputs for your specific use case.

Request Demo