Private Equity Deal Screener
This agentic workflow converts fragmented, inbound deal flow into structured, decision-ready investment views for private equity teams. It addresses a long-standing challenge in deal origination: the manual effort required to turn scattered inbound materials - teasers, CIMs, financials, broker emails - into a consistent, comparable investment view, which erodes Partners' conviction in pipeline quality when screening is inconsistent.
Primary users
The primary users are PE deal teams and investment professionals, especially associates and VPs running top-of-funnel screening, as well as Partners who rely on consistent pipeline quality to allocate attention and capital. Final investment judgment and decisions remain human-led.
Where it fits (process/stage/trigger)
This agent fits at the top of the deal funnel, wherever brokered or inbound opportunities arrive and need a first-pass evaluation. Typical triggers include teaser intake, teaser approval, high-volume opportunity triage, CIM review, and preparation for IC pre-screening.
Key capabilities / workflow
The workflow centralizes intake of inbound materials, extracts deal intelligence from documents, standardizes evaluation against the fund’s investment criteria, coordinates review across the deal team, and preserves decision context for later reference. Modular capabilities allow teams to tailor the automation around their own criteria, playbooks, approval steps, and existing tools.
Inputs
Inputs include inbound deal materials such as teasers, Confidential Information Memoranda, company financials, broker communications, and related documents, along with the fund’s screening criteria and investment playbooks.
Outputs / Deliverables
Outputs include a structured, decision-ready investment view per opportunity, a standardized first-pass evaluation, extracted deal intelligence mapped against the team’s criteria, a go/no-go recommendation, and retained decision context and rationale.
Value
Deal Screening Accelerator reduces manual effort and inconsistency in top-of-funnel screening, helps deal teams evaluate more inbound opportunities faster, and gives Partners greater confidence in pipeline quality through a consistent, repeatable evaluation standard while keeping final investment decisions human-led.