Deal sourcing and due diligence
AI deal sourcing and due diligence is an AI assistant that screens the market for acquisition or investment targets and speeds up due diligence for a deal team. It builds company profiles, reads data room documents, extracts key terms and risks, and drafts the investment or diligence memo, for the team to verify and decide.
How we build it on Blits.ai
On Blits.ai this is an agentic workflow with human in the loop approval. For sourcing, the agent uses the built in web search and web page browsing tools, custom functions that call the firm's licensed data providers and SQL knowledge bases over the deal pipeline and past deal records, and writes company profiles as structured output for the deal team. For diligence, data room exports and past memos go into a knowledge base that ingests PDF, Word, Excel and Outlook email files, and the agent answers from passages found with hybrid retrieval. The prompt and flow design require a citation to the source document for every statement.
A flow drives the key terms checklist deal by deal, and the agent drafts findings and the memo in the firm's template, which the team reviews and completes. Tenant isolation keeps the firm's data apart from other customers. With a separate bot and knowledge base per deal, role based access with per bot roles limits who sees which deal.
PII masking hides personal data at the gateway, a per tenant audit log records user actions, and input and output guardrails screen for prompt injection attempts. Test suites replay questions on closed deals after every change, and the platform is model agnostic. Run Blits.ai in our cloud in the EU, Qatar, Singapore, the UAE, the US or Australia, in your private cloud, or fully on premises, so the firm can choose where its deal data is processed.