Vertical AI Agents for Biopharma

Vertical AI Agents
for Biopharma

Automated discovery, diligence and
in‑licensing of drug assets at global scale

Automated discovery, diligence and
in‑licensing of drug assets at global scale

Trusted by

  • Trusted by

Researched for 27 sec

Jun 4, 2025 11:07am

Phase II PD‑(L)1 oncology assets with
no direct competitors in EU

Scanned sources in 87 languages

B2

Asset

Camrelizumab

Socazolimab

Company

Innovent

Junshi

Lead EU indic.

r/r nasopharyngeal
carcinoma

Cervical cancer

Next catalyst

ORR read‑out Q4 2025

PFS read‑out Q3 2025

Connecting securely...

Connecting securely...

Researched for 27 sec

Jun 4, 2025 11:07am

Phase II PD‑(L)1 oncology assets with
no direct competitors in EU

Scanned sources in 87 languages

B2

Asset

Camrelizumab

Socazolimab

Company

Innovent

Junshi

Lead EU indic.

r/r nasopharyngeal
carcinoma

Cervical cancer

Next catalyst

ORR read‑out Q4 2025

PFS read‑out Q3 2025

Connecting securely...

Connecting securely...

Researched for 27 sec

Jun 4, 2025 11:07am

Phase II PD‑(L)1 oncology assets with
no direct competitors in EU

Scanned sources in 87 languages

B2

Asset

Camrelizumab

Socazolimab

Company

Innovent

Junshi

Lead EU indic.

r/r nasopharyngeal
carcinoma

Cervical cancer

Next catalyst

ORR read‑out Q4 2025

PFS read‑out Q3 2025

Connecting securely...

Connecting securely...

BIOPTIC® AI agents triage, assess, and prioritize drug assets worldwide, fusing molecular insight, clinical evidence, and deal economics into a single AI-driven decision engine.

Automate pipeline development. Surface undervalued assets in any language. Scale scientific and business diligence 103×.

Scanning 100+ language sources

Scanning 100+
language sources

Uncovering undervalued drug assets worldwide:
from SEC filings to Chinese patents

Uncovering undervalued drug assets worldwide: from SEC filings to Chinese patents

Integrated AI Agents

Asset Scouting

Scans every paper, filing and news source in every language worldwide to surface and cluster deal opportunities.

In-Licensing

Ranks best‑fit external assets, drafts term sheets and automates outreach.

Due Diligence

Assembles red‑flag memos from
trial data, patents, and competitive
intel in hours

Commercialization

Sizes markets, models pricing & access, builds launch scenarios.

Proprietary Scientific Models

B1

Ligand-based model. The fastest way of screening 100B compound libraries.

Ligand-based model. The fastest way
of screening 100B compound libraries.

Predicts potency, safety, and manufacturability for any compound in seconds, already fueling a robust pipeline of drug candidates.

Predicts potency, safety, and manufacturability for any compound in seconds, already fueling a robust pipeline of drug candidates.

B2

Sequence-based model. Predicts binders for novel targets.

Sequence-based model.
Predicts binders for novel targets.

Identifies potent, selective compounds (< 0.4 Tanimoto) with 4-8% wet‑lab validated hit rates.

Identifies potent, selective compounds (< 0.4 Tanimoto) with 4-8% wet‑lab validated hit rates.

B3

Universal ADMET predictor.

Universal ADMET predictor.

Delivers rapid, full-profile ADME/Tox predictions to flag liabilities early.

Delivers rapid, full-profile ADME/Tox predictions to flag liabilities early.

Platform

Precision search

Pinpoint by indication, target, modality or molecule with clean, fully referenced results

Zero hallucinations

Benchmark-proven multi-agent QA with in-house checks, citations, and numeric plot audits

Curated data stack

Only high-quality, licensed sources: SEC filings, FDA guidelines, trials, market and media feeds

Reinforcement loop

Continuous improvement through regular RLHF retraining that incorporates user queries and human feedback

Autonomous monitoring

Agents track trials, patents, licensing deals, and regulatory shifts in real time

Why not generic AI

Why not generic AI

BIOPTIC®

BIOPTIC®

ChatGPT

ChatGPT

Proprietary data: Ligand, Assay, Clinical

Proprietary data: Ligand,
Assay, Clinical

Yes

Yes

No

No

No hallucinations: Multi-agent QA and numeric plot checks

No hallucinations: Multi-agent
QA and numeric plot checks

Yes

Yes

No

No

Scientific accuracy: Wet-lab and PLINDER validation

Scientific accuracy:
Wet-lab and PLINDER validation

Yes

Yes

No

No

Built-in tools integration: CADD and ADME/Tox

Built-in tools integration:
CADD and ADME/Tox

Yes

Yes

No

No

Workflow integration: Science-to-deal intelligence

Workflow integration:
Science-to-deal intelligence

Yes

Yes

No

No

Real-time: Pipeline / deal monitoring

Real-time: Pipeline / deal monitoring

Yes

Yes

Limited

Limited

Autonomy

Autonomy

High

High

Low

Low

Traceability

Traceability

Full

Full

None

None

Pricing

Pricing

Predictable

Predictable

Usage-based

Usage

Mechanica Partners

Mechanica Partners

Venture creation firm that builds and funds a new generation of biotechnology companies.

"Our early work with OPTIC’s B1 and B2 models showed real promise in integrating AI into drug discovery. We look forward to seeing how the BIOPTIC agentic AI platform will further connect our scientific discoveries to strategic business insights, providing a powerful edge in our venture creation strategy"

— James Sietstra, Founder and General Partner at Mechanica Partners

Reqest a demo

Schedule a 30 minute demo to see BIOPTIC® AI agents surface qualified assets for your focus area.

Company

Company

Founded by former Google executives, our team unites AI researchers, life scientists, and biopharma strategy experts with backgrounds across pharma, tech, academia and consulting

© Optic, Inc. All rights reserved.