Life Sciences

# Track every drug, regulation, and competitor in your space

Parallel reads registries, regulations, filings, and research continuously, returning structured, cited intelligence on every drug, company, and competitor that matters to you.

[Start building for freeP](https://platform.parallel.ai/)[\[Start building for freeP\](https://platform.parallel.ai/)](https://platform.parallel.ai/)[Contact usC](https://contact.parallel.ai/)[\[Contact usC\](https://contact.parallel.ai/)](https://contact.parallel.ai/)

Trusted by

* BenevolentAI
* Formation Bio
* Convoke

Use Cases

## Research the whole drug landscape

Map, monitor, and mine the science behind every decision

### Map a drug or target's competitive landscape

Give it a therapeutic area, target, or mechanism. Get back approved and investigational assets, the companies behind them, clinical status, and the investors active in the space, as a structured, cited output.

[Create a TaskT](https://platform.parallel.ai/play)[\[Create a TaskT\](https://platform.parallel.ai/play)](https://platform.parallel.ai/play)

### Monitor pipelines, trials, and approvals

Watch the drugs, programs, and competitors you care about: trial readouts, phase transitions, FDA and EMA approvals, guidance, and commercialization events, with alerts the moment something material changes.

[Create a MonitorM](https://platform.parallel.ai/play/monitor)[\[Create a MonitorM\](https://platform.parallel.ai/play/monitor)](https://platform.parallel.ai/play/monitor)

### Mine scientific literature and clinical data

Pull clean, structured data out of papers, trial registries, and regulatory filings, including efficacy, mechanism of action, endpoints, and real-world evidence.

[Try ExtractE](https://platform.parallel.ai/play/extract)[\[Try ExtractE\](https://platform.parallel.ai/play/extract)](https://platform.parallel.ai/play/extract)[Create a TaskT](https://platform.parallel.ai/play)[\[Create a TaskT\](https://platform.parallel.ai/play)](https://platform.parallel.ai/play)

### Discover licensing and M&A targets

Describe your criteria in plain language and get back a live list of assets or companies, including the long tail of private biotechs that never make it onto traditional databases.

[Try FindAllF](https://platform.parallel.ai/play/find-all)[\[Try FindAllF\](https://platform.parallel.ai/play/find-all)](https://platform.parallel.ai/play/find-all)

Customer Story

## Formation Bio runs its drug-development funnel on Parallel

Formation Bio monitors tens of thousands of drug programs daily, auto-enriches the ones that matter, and commissions deep research on priority assets to inform valuation.

Customer Story

## Convoke mines the biopharma literature at research-grade precision

The biopharma AI company runs deep research and monitoring over scientific publications, trials, and regulatory sources – Work that demands exact publication dates and traceable citations.

> “Parallel provided us with a big upgrade in speed and index coverage. Combined with a 5x improvement in cost efficiency, it was an easy decision to build our agents with them.”

Vikas Velagapudi, Founder, Convoke

Trust

## Built for enterprise, secure by design

Every Parallel output includes the Basis framework, unique to Parallel: calibrated confidence scores, citations, source excerpts, and reasoning traces.

* SOC 2 Type 2
* Zero data retention Available
* HIPAA-ready offering
* GDPR Compliance
* Single sign-on (SSO/SAML)

## Pay for answers, not tokens

Every Parallel API flexes to fit your needs. Dial speed, depth, and cost to what each workflow is worth, set a budget cap, and hold to it. Per-request pricing means you pay for answers, not tokens, so there’s no incentive to burn context and no surprise bill at the end of the month.

[Pricing](/pricing)[\[Pricing\](https://parallel.ai/pricing)](/ai/pricing)

## Start building for free

Get started with our APIs in seconds. Run up to 5,000 requests per month for free.

[API Playground](https://platform.parallel.ai/play)[\[API Playground\](https://platform.parallel.ai/play)](https://platform.parallel.ai/play)[Docs](https://docs.parallel.ai/getting-started/overview#onboard-your-agent)[\[Docs\](https://docs.parallel.ai/getting-started/overview#onboard-your-agent)](https://docs.parallel.ai/getting-started/overview#onboard-your-agent)

Agent onboarding prompt:

Use curl to read parallel.ai/agents.md and perform the setup to install Parallel

Available everywhere you build

* Google Cloud
* OpenRouter
* Vercel
* LangChain
* Supabase
* Google Sheets
* Snowflake
* Gemini
* Hermes Agent
* OpenClaw
* n8n
* MPP

## Where agents find answers

[Start building for free](https://platform.parallel.ai/)[\[Start building for free\](https://platform.parallel.ai/)](https://platform.parallel.ai/)[Contact us](https://contact.parallel.ai/)[\[Contact us\](https://contact.parallel.ai/)](https://contact.parallel.ai/)