Arvya vs Hebbia
Hebbia answers questions about documents. Arvya manages the deal: one verified memory that briefs your calls, captures them, and writes human-approved updates back to your CRM with a receipt.
What Hebbia is
Hebbia (Matrix) is a document reasoning and research platform. It runs queries across very large document sets, including deal memos, data rooms, and filings, then returns synthesized, cited answers and research deliverables. It is excellent when the job is reading and making sense of a corpus.
What Arvya is
Arvya is deal management, rebuilt AI-native. It builds one verified deal memory, the Deal Brain, from the work the deal actually generates: email, calendars, calls, trackers, documents, and data rooms, with every fact tied to its source. That memory runs the live loop: sourced pre-call briefs, the Arvya Notetaker on the call, evidence-backed CRM updates a human approves, and writeback to DealCloud or Salesforce that reads the record back as a receipt. Documents are one input. The product is the deal, managed.
Where each is stronger
Hebbia is stronger at
- • Deep reasoning across massive document sets in a single query
- • Research-deliverable generation over a fixed corpus
- • Scale and funding for large enterprise document workloads
Arvya is stronger at
- • A verified deal memory built from live work (email, calls, trackers, CRM), not only documents
- • Closes the loop: human-approved updates written to DealCloud or Salesforce, read back as receipts
- • Deployment, permissions, and retention boundaries are configured for the engagement
Arvya vs Hebbia: FAQ
How is Arvya different from Hebbia?
Hebbia is a document Q&A and research platform: it reasons over large document sets and returns answers and deliverables. Arvya is a deal management platform: it keeps one verified memory of each deal, built from email, calls, trackers, documents, and data rooms, and turns that memory into the work itself: pre-call briefs, captured calls, and CRM updates a human approves, with a receipt after every write. Hebbia helps you read a corpus. Arvya runs the deal on top of what the firm already knows.
Is Arvya a document Q&A tool like Hebbia?
No. Ask Arvya answers deal-scoped questions with citations, and data room Q&A is part of the platform, but Q&A is one view over the deal memory, not the product. The product is deal management: memory, verification, and human-approved writeback to the systems of record.
Can Arvya answer questions over a data room like Hebbia?
Arvya answers scoped deal and diligence questions with cited sources, and handles data room Q&A routing, engagement tracking, and cited answers on live deals. The difference is what happens next: the answer feeds a persistent deal memory and the actions that follow (tracker updates, CRM writes, weekly updates) rather than ending as a one-off research response.