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. [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 * 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. [Create a TaskT](https://platform.parallel.ai/play)[\[Create a TaskT\](https://platform.parallel.ai/play)](https://platform.parallel.ai/play) ### 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. [Create a TaskT](https://platform.parallel.ai/play)[\[Create a TaskT\](https://platform.parallel.ai/play)](https://platform.parallel.ai/play)[Deep ResearchD](https://platform.parallel.ai/play)[\[Deep ResearchD\](https://platform.parallel.ai/play)](https://platform.parallel.ai/play) ### 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. [Create a MonitorM](https://platform.parallel.ai/play/monitor)[\[Create a MonitorM\](https://platform.parallel.ai/play/monitor)](https://platform.parallel.ai/play/monitor) ### 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. [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) ### 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. [Create a TaskT](https://platform.parallel.ai/play)[\[Create a TaskT\](https://platform.parallel.ai/play)](https://platform.parallel.ai/play)[Create a MonitorM](https://platform.parallel.ai/play/monitor)[\[Create a MonitorM\](https://platform.parallel.ai/play/monitor)](https://platform.parallel.ai/play/monitor) 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.” Gabriel Stengel, CEO, Rogo 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.” Maik Taro Wehmeyer, Co-Founder & CEO, Taktile 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/)