Privacy-first AI for bioinformatics

Domain AI for biology, that never leaves your servers.

BioLLM builds open-source large language models, fine-tuned for Indian biotech and deployed entirely on-premise. No patient genomics, no proprietary research, no sensitive data ever sent to the cloud.

Four purpose-built modules across research, diagnostics, pharma regulation, and crop genomics — grounded by retrieval that cites every answer.

4
Integrated modules
100%
On-premise · DPDP-ready
35M+
Papers searchable
<8%
India AI adoption today
The problem

India runs the world's pharmacy — on manual workflows.

There's a fundamental gap between the volume of biological data India generates and the tools available to process it. Generic AI can't speak the language of biology, and cloud AI isn't allowed near the data.

Research drowns in literature

Scientists spend 60–70% of their time reading papers instead of doing research.

Reports bottleneck labs

A genetic report takes days to summarize by hand; under 800 genetic counsellors nationwide.

Regulatory work is costly

A single CDSCO submission means weeks of repetitive documentation and lakhs in cost.

Agri-data sits unused

Crop scientists generate genomic data faster than they can extract insight from it.

The platform

One private AI platform. Four purpose-built modules.

Open-source LLMs — LLaMA 3, BioGPT, ESM-2 — fine-tuned on Indian biomedical data and grounded by a retrieval pipeline that cites every answer. Adopt one module or the full suite.

01

BioSearch

Research intelligence

Query 35M+ papers in plain English and get synthesized, cited answers in seconds — with contradiction flags and a private internal knowledge base.

  • Semantic search across PubMed & internal libraries
  • Multi-paper synthesis with confidence scoring
  • Bulk-ingest 10,000+ papers in hours
02

GenoReport

Genomic summarizer

Turn a 20-page genetic test report into clear patient summaries and structured clinical reports — in under 30 seconds, across Indian languages.

  • Patient-friendly & clinical-grade outputs
  • Hindi, Tamil, Telugu, Kannada, Bengali & more
  • LIMS integration with counsellor review
03

PharmaDocs

Regulatory drafting

Draft CDSCO-compliant submission documents in days, not weeks — with template intelligence and an automatic compliance checker.

  • IND, dossier & clinical-summary drafting
  • Compliance validation & gap flagging
  • Evidence cross-referencing engine
04

CropGenome

Agri-genomics

Analyze crop genomics and identify desirable traits through natural language — no coding — to accelerate breeding programs.

  • Trait–gene mapping & marker-assisted selection
  • Germplasm search across ICAR repositories
  • Auto-generated research reports
How it works

Private. Domain-specific. Modular.

Three principles shape every deployment — built so the most sensitive data in Indian science can finally meet modern AI without ever leaving the building.

Privacy-first

On-premise or private-cloud deployment. Zero data leakage. Compliant with the DPDP Act 2023 by design — sovereignty isn't a setting, it's the architecture.

Domain-specific

Open-source models fine-tuned (LoRA/PEFT) on Indian biomedical, regulatory and crop data. Retrieval grounds every answer in cited sources — not hallucinations.

Modular

Adopt one module or the whole platform. Kubernetes-based, scaling from a single lab to 10,000+ users, with REST, FHIR and HL7 integration.

Technology stack
LLaMA 3 · BioGPT · ESM-2 · LangChain · ChromaDB / Qdrant · FastAPI · React · Docker + Kubernetes · AES-256 encryption · RBAC & audit logging
The opportunity

A large, fast-growing, structurally underserved market.

India's biotech sector crossed ₹10.8 lakh crore in 2024, growing 14–16% a year — yet AI adoption sits under 8%. The awareness exists; the solutions don't.

TAM
₹35,000 Cr
AI tools across India's biotech, pharma, diagnostics & agri-genomics.
SAM
₹7,000 Cr
Organizations with the data volume & infrastructure to adopt today.
SOM
₹375–500 Cr
Realistic 3–5 year capture across all four modules.
10M+ genetic tests processed annually, growing 25–30% YoY
3,000+ pharmaceutical companies filing with CDSCO
700+ agricultural research institutes nationwide
No Indian player offers private, multi-module domain AI

We're not competing for a market.
We're building one.

Run a free 30-day pilot of any module on your own infrastructure. See domain AI work on your data — without your data ever leaving your servers.