Hundreds of agents per question.

One knowledge graph.

Nothing unsourced.

The work comes back in days instead of weeks — with every line validated

Screenshot of a digital document titled 'CD19 CAR-T Competitive Analysis' showing a detailed table with columns for name, company, and modality/cell source, alongside a chat panel on the left with research and analysis notes.
01

Sources you can review

Review the sources behind the findings, including supporting passages where available. Reports distinguish source evidence from BIOPTIC's analysis and flag gaps that need further review.
Popup titled 'Citation details' describing Qihan Biotech's announcement on August 14, 2025, that the U.S. FDA cleared its Investigational New Drug application for QT-019B.
Interface showing new research in Shared Workspace with dropdown set to General Biopharma Agent (GA1) and a submenu listing PharmCube under Databases & Tools.
02

Chinese-language research

We search Chinese patent filings, trial registries, and company disclosures, including records from the China National Intellectual Property Administration (CNIPA). Specialized sources such as PharmCube help us find and evaluate drug assets that may be harder to identify in English-language databases.
03

Pharma data sources

Our sources include SEC filings, FDA guidance, trial registries, scientific literature, and company reports. We standardize records for analysis and can connect compatible data providers your team already licenses.
Six teal buttons labeled CNIPA, CLINICALTRIALS.GOV, PUBMED/MEDLINE, SEC EDGAR, EMBASE, and YOUR SHAREPOINT arranged on a black background.
User interface panel titled New trigger with options to repeat task every week and select Monday as the day of the week.
04

Scheduled monitoring

Choose daily, weekly, or monthly updates for agreed assets and topics. Agents track new information on trials, patents, licensing deals, and regulatory developments, with source references for the changes.
05

Research in one workspace

Bring public sources, licensed data, and project documents into one workspace. Agents link drug assets, companies, trials, and supporting documents so your team can review the evidence together.
Screenshot of a text interface showing timed entries labeled 'Query Source,' 'Web Search,' and a bolded heading 'Assessing response options' with partially visible typed text below.

How the system is built

The system divides a research question into tasks, searches the relevant sources, and brings the findings together for review.
01
Parallel research
Agents work on different parts of the question at the same time.
02
Relevant sources
Each agent uses the search tools and databases needed for its research task.
03
Focused tasks
Agents investigate specific questions and return findings with source references.
04
Connected evidence
A knowledge graph links assets, companies, trials, and supporting documents.

Research services

Launch planning

Positioning research, patient journey maps, treatment pathways, market data, and forecast inputs for brand and launch teams.

Asset scouting and in-licensing

Identify and evaluate drug assets against your criteria. We search trial registries, patents, and company disclosures, including Chinese-language sources, to support licensing and investment decisions.

Competitive intelligence

Track competing assets, clinical results, positioning, and upcoming milestones. Keep your team informed as the landscape changes.

Due diligence

Review clinical evidence, the competitive landscape, and patent information. Get a clear summary of key risks and open questions, with links to supporting sources.

Custom research

Have a question that needs a different approach? We'll work with you to define the research scope and deliverables.

Tell us about your project

Tell us about your research question and deadline. We’ll follow up to discuss the scope, deliverables, and timing.

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