Finance
Ground high stakes decisions in real-time web intelligence
Pull live filings, news, regulations, and market data into your research in seconds. Every answer is backed by sources, reasoning trails, and a confidence score you can verify and defend.
New 10-Q filed by Halcyon Compute
sec.gov
Meridian Robotics guides revenue down 8%
businesswire.com
Moody’s cuts Atlas Logistics to Baa3
reuters.com
Trusted by
- Rogo
- Model ML
- Taktile
- Bretton AI
- Bridgetown Research
- Kepler
Use Cases
Research that moves markets
Generate, discover, research, and monitor, all sourced and cited
Generate tear sheets and company profiles
Give it a company name. Get back a structured profile with financials, leadership, competitive position, and strategic trajectory, sourced and cited from SEC filings, investor decks, and lengthy PDFs. Works the same for vendors and counterparties.
Run deep research on any thesis
Commission a structured research report on any sector, market, or investment question and get back a comprehensive, cited document in minutes. Each claim traces to a source excerpt.
Monitor portfolio companies and markets
Watch your positions and targets and get alerted the moment something material changes: regulatory filings, leadership changes, earnings signals, and competitor fund activity.
Discover investment targets
Describe your criteria in plain language and get back a live pipeline of candidates, not a stale export: EBITDA range, vertical, geography, and web signals of growth or distress, including the long tail of SMB targets.
Verify businesses and customers (KYB / KYC)
Run comprehensive, audit-ready compliance checks: beneficial ownership, sanctions, registries, and adverse media in one cited, confidence-scored profile, screened at onboarding and continuously after.
Customer Story
Rogo runs its AI analyst for leading investment banks on Parallel
Every Rogo agent researches the live web through Parallel: search and extraction across filings, earnings calls, and market sources, under the zero-data-retention guarantees its banking customers require.
“Details matter in high-stakes financial decisions. When our agents query the open web for information, what comes back needs to be factual and relevant. Of all the providers we tested, Parallel delivered the highest quality results at the best price.”
“Details matter in high-stakes financial decisions. When our agents query the open web for information, what comes back needs to be factual and relevant. Of all the providers we tested, Parallel delivered the highest quality results at the best price.”

Customer Story
Taktile turns hours-long KYB checks into minutes for regulated banks
Taktile's decision platform lets banks and fintechs drop Parallel-powered agents into regulated onboarding flows, automating adverse media screening with a citation trail compliance teams can audit.
“You cannot make mistakes in financial services, especially in regulated onboarding processes. But agents can now reliably automate tedious KYB checks like adverse media screening. By enabling our banking customers to integrate with Parallel, they can power an agent that completes this complex task in minutes rather than hours. It doesn’t just save time, it creates a better user experience.”
“You cannot make mistakes in financial services, especially in regulated onboarding processes. But agents can now reliably automate tedious KYB checks like adverse media screening. By enabling our banking customers to integrate with Parallel, they can power an agent that completes this complex task in minutes rather than hours. It doesn’t just save time, it creates a better user experience.”

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









