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.
New Phase 2 trial posted for a GLP-1 analog
clinicaltrials.gov
FDA grants Fast Track to a KRAS inhibitor
fda.gov
Competitor reports positive Phase 3 topline
businesswire.com
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.
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.
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.
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.
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.”
“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.”
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)
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.
Start building for free
Get started with our APIs in seconds. Run up to 5,000 requests per month for free.
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
Start building for free
Get started with our APIs in seconds. Run up to 5,000 requests per month for free.
Use curl to read parallel.ai/agents.md and perform the setup to install Parallel
Available everywhere you build







