Hebbia
Hebbia is an AI-powered search engine that helps users find accurate answers to their questions quickly and efficiently. It enables users t...
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What is Hebbia?
Hebbia is an enterprise AI platform purpose-built for finance, legal, and Fortune 500 companies to handle high-stakes decisions through its Matrix multi-agent AI system. The platform revolutionizes research efficiency and accuracy by enabling teams to ask complex natural language questions across siloed enterprise documents—including PDFs, transcripts, contracts, scanned documents, PowerPoints, and spreadsheets—and receive synthesized answers with direct, verifiable citations from source material.
Key features include Matrix, which breaks down complex multi-step workflows into single-step agent tasks, providing complete answers and exhaustive analysis of all documents. The platform offers unmatched analytical scale with an infinite effective context window, reasoning over any amount and modality of data. It connects private documents, public filings, and leading financial data providers like Snowflake, AWS S3, FactSet, Pitchbook, S&P Capital IQ, earnings calls, and filings. Matrix is natively multi-modal, cycling between all-text LLMs and vision models for charts and graphs, and learns/adapts to custom workflows when users edit prompts.
Hebbia is designed for investors, bankers, advisors, asset managers, investment banks, law firms, and knowledge workers in regulated industries who need trustworthy AI with total transparency. Every action the AI takes is traceable, with citations available every step of way for validation. The platform encodes firm processes once and runs them continuously without being asked, automating 90% of finance and legal work. It provides enterprise security with ISO, SOC2 II, GDPR compliance, end-to-end encryption, and never trains on user data.
Hebbia pricing
Pricing model: Free
Hebbia offers three paid plans with pricing not publicly listed on the website - all require contact with sales. The Starter plan includes core features, standard support, and API access. The Professional plan adds advanced features, priority support, and team collaboration. The Enterprise plan includes custom integrations, dedicated support, SLA, and SSO. There is no free tier or freemium version. The platform offers a 30-day free trial for 1 user. Starting price information is not publicly disclosed and requires direct consultation with sales.
Hebbia pros
- Purpose-built AI trusted by leading investors, bankers, and Fortune 500 companies
- Matrix multi-agent system automates 90% of finance and legal work
- Every answer statement linked to direct, verifiable citations from source material
- Infinite effective context window for reasoning over limitless data
- Processes millions of documents at once including scanned PDFs, PowerPoints, spreadsheets
- Natively multi-modal with dynamic routing between all-text LLMs and vision models
- Total transparency - trace every action AI takes with visual decision-making processes
- Enterprise security with ISO, SOC2 II, GDPR compliance and end-to-end encryption
- Never trains on user data - your data is always yours
- Connects 20+ integrations including Snowflake, AWS S3, FactSet, Pitchbook, Cap IQ
- Encodes firm processes once and runs them continuously without being asked
- Edit prompts in seconds - Matrix learns and adapts to custom workflow
- Citations available every step of the way for validation and co-working with agent
- Handles long documents that exceed typical context windows
- Provides insight about data rather than just insight on what's in the data
- Runs 20-step processes not just single prompts
- Comparison matrices automatically generated from multiple reports on the fly
- Granular audit trail of information used in analysis for regulated industries
Hebbia cons
- No free tier or freemium version available
- Pricing requires direct consultation with sales - not publicly listed
- Enterprise-focused only, not suitable for individual users or small businesses
- Custom integrations only available in Enterprise tier
- SSO (Single Sign-On) only in Enterprise plan
- Dedicated support only in Enterprise tier
- SLA (Service Level Agreement) only available for Enterprise
- Priority support only in Professional and Enterprise tiers
- Team collaboration features limited to Professional and Enterprise plans
Frequently asked questions about Hebbia
What is Hebbia Matrix?
Matrix is Hebbia's multi-agent AI platform designed to handle the most complex financial and legal workflows end-to-end. Rather than relying on a single AI model, Matrix orchestrates multiple AI agents in parallel, leveraging different models like o3-mini, o1, and GPT-4o all at once. It breaks down complex tasks into single-steps, provides complete answers, exhaustive analysis of all documents, and executes on end-to-end processes with total transparency into how it thinks.
What industries does Hebbia serve?
Hebbia is purpose-built for finance, serving the world's leading asset managers, investment banks, law firms, and Fortune 500 companies. The platform is also used by financial, legal, consulting, pharmaceutical, and Fortune 100 firms for high-stakes decisions in regulated industries where trust and auditability are critical.
How does Hebbia handle document citations?
Every statement in an answer is linked back to a direct, verifiable citation from the source material. Citations are available every step of the way, allowing users to validate, update, and co-work with their agent. This emphasis on trust and auditability makes Hebbia suitable for high-stakes diligence, legal, and research functions where users can't trust generation without understanding a model's thought process.
What document types can Hebbia process?
Hebbia ingests, indexes, and retrieves various document formats including scanned PDFs, PowerPoints, spreadsheets, transcripts, contracts, email chains, decks, and images. The platform is natively multi-modal and can reason over charts and tables, processing any document type with dynamic routing between all-text LLMs and vision models for detection, parsing, and localization.
Is Hebbia secure for enterprise use?
Yes, Hebbia has enterprise security trusted by the largest and most regulated global institutions. It is ISO certified, SOC2 II compliant, GDPR compliant, encrypted end-to-end, and CCPA compliant (coming soon). Data is encrypted at rest with AES 256 and in transit with TLS 1.3. Importantly, Hebbia is one of the only AI companies that never trains on user data.
How many documents can Hebbia analyze at once?
Hebbia has the ability to upload and process millions of documents at once. The platform has processed 1.5 billion pages and can reason over any amount of data with an infinite effective context window, uncovering insights others miss with unmatched analytical scale.
What data integrations does Hebbia support?
Hebbia offers 20+ integrations connecting private documents, public filings, and leading financial data providers including Snowflake, Amazon AWS S3, FactSet, Guidepoint, Pitchbook, Thirdbridge, Box, Dropbox, S&P Capital IQ, SharePoint, Egnyte, earnings calls, filings, investor materials, EU filings, sector insights, podcasts, and email.
How does Hebbia differ from chat-based AI?
Chat-based AI fails to answer 84% of queries because it doesn't learn from mistakes, can't compare businesses going back years, can't analyze 10,000 documents, provides insight on data rather than about data, can't run 20-step processes, and can't analyze long documents exceeding context windows. Matrix addresses these limitations with task decomposition, infinite context, and collaborative interface.
Can Hebbia learn and adapt to my workflow?
Yes, Matrix is forever improving - when you edit prompts in seconds, Matrix learns and adapts to your custom workflow. With time, decomposition improves based on actions and processes you or the agent have conducted in the past without having to do retraining. You can teach an AI how you make decisions, as every company and person works uniquely.
What is Hebbia's proprietary ISD architecture?
ISD (Instant Sewing and Decomposition) is Hebbia's proprietary architecture that powers Matrix to tackle even the most complex tasks. It features world-class decomposition that breaks complex tasks into single-steps with agents, and Instant parallelized data ingest with the fastest semantic indexing engine ever. This architecture outperforms RAG at every task and bridges today's AI with tomorrow's innovation.