AI-powered drug target discovery

Target intelligence for biotech R&D teams.

Si-gul scans genomic, clinical, and literature data to rank drug targets by validated confidence scores — so your team knows where to commit before the first assay.

8+data sources
4confidence layers
5-axisscoring model
72hreport turnaround

From indication to a ranked target report, in three steps.

01

Define your indication

Scope the disease area and biological question. Si-gul builds the search space around your therapeutic hypothesis.

02

Multi-source intelligence scan

Genomic, clinical, and literature evidence is synthesised across Open Targets, UniProt, ClinVar, ClinicalTrials.gov, and PubMed.

03

Ranked target report

Receive a structured PDF report with confidence scores, LLM-generated narrative, and actionable next steps — ready for your team or investors.

Everything your R&D team needs to prioritise faster.

Scoring Engine

5-axis confidence scoring

Every drug target is scored across genetic association, clinical evidence, druggability, safety signal, and literature strength — giving you a composite confidence score you can defend in an investor meeting.

Intelligence

LLM narrative layer

Beyond raw scores, Si-gul generates plain-language summaries of the evidence for each target — translating database outputs into science your BD team can read and act on.

Output

Structured PDF reports

Every analysis produces a branded, investor-ready PDF with ranked targets, score breakdowns, data provenance, and recommended next steps. No data wrangling required.

Access

Discovery-as-a-Service

No enterprise contract, no six-month onboarding. Submit your indication, get your report. Designed for lean R&D teams who need answers in days, not quarters.

See which targets are worth your next experiment.

BRAF (V600E)91
EGFR84
PIK3CA76
KRAS (G12C)68
TP5352

Built for teams who move fast on early science.

Early-stage biotech startups

Pre-Series A teams who need to shortlist targets for their first IND without a full computational biology team on payroll.

Academic labs entering pharma

Principal investigators translating basic research into commercial drug discovery who need structured evidence synthesis fast.

CROs and service providers

Contract research organisations that need rapid target shortlisting as a deliverable for their own biotech clients.

Built on the world's most trusted public databases.

Open Targets
Gene-disease associations
ClinicalTrials.gov
Clinical evidence
UniProt
Protein function
ChEMBL
Druggability data

Get your first target report in 72 hours.

We're onboarding a small cohort of early-stage biotech teams. Drop your email and we'll reach out.