Automated Due Diligence | Needl.ai
Needl.ai
Use case 路 Automated Due Diligence
12X faster

Drop a data room. Get an IC memo.

Needl.ai reads the documents, benchmarks the financials, flags red flags across ownership, margins, and concentration, and compiles a full, cited IC memo in hours. Causal AI simulates every assumption.

needl.aiDue Diligence Copilot
Live
"Drop a data room. Run diligence."
Connected view built in minutes. First-pass assessment and go / no-go checklist in 24 min. Model validated, risks consolidated.data room 路 81 files
Findings
Projected revenue ~$20M vs ~$2M realistic flag
Partnership dependency concentration flag
IC memo compiled, fully cited done
24 min to first pass  路  12x fasterPrivate deployment

From data room to decision

How a deal moves through Needl.ai, start to finish.

1

Load the data room

Contracts, financial models, partnership agreements, employee docs, and investor decks go in. Needl.ai builds a connected view of the deal in minutes.

2

First-pass assessment

In about 24 minutes, Needl.ai delivers a first-pass diligence assessment and a go / no-go checklist across the business.

3

Validate the model

Needl.ai checks the financial model against the underlying data, catching inconsistencies, like a projected $20M revenue against a realistic $2M.

4

Surface the risks

Commercial drivers, partnership dependencies, legal and covenant exposure, and IP risks are reviewed automatically and consolidated into one view.

5

Compile the IC memo

A fully cited investment committee memo, with thesis, risks, financial validation, and recommendation, in your preferred format.

6

Ask and trace

Analysts dig deeper with follow-up questions, tracing every conclusion back to the supporting evidence.

One workflow, three levels of depth

From a fast first read to a full memo, with causal foresight on top.

First pass

Read, benchmark, flag

Needl.ai reads the documents, benchmarks the financials, and flags red flags across ownership, margins, and concentration.

3 days to half an hour
Full DD & IC memo

The complete workflow

Contracts, IP, call synthesis, and financial modelling across scenarios, all compiled into a complete IC memo.

Months to days
PRISM Causal AI

Simulate every assumption

Scenario simulation and risk surfacing that test how each assumption moves the outcome, before you commit capital.

Forward-looking

Proven on live deals

Real diligence, run on Needl.ai.

0x
faster diligence
0K
internal effort avoided
US private equity firm 路 late-stage growth deal

"81 files became a connected view in minutes. A first-pass assessment landed in 24 minutes, and the platform caught a ~$20M revenue projection against a realistic ~$2M, plus $60-75K in external advisory and legal costs avoided."

Six-partner PE firm
0min
to dashboard + IC memo
0%
debt reduction flagged
US bank 路 senior secured credit

"Leverage, interest coverage, free cash flow, asset coverage, and covenant health surfaced in a single view, with what-if scenarios and a cited IC memo in under 30 minutes."

Credit team, US commercial bank

Diligence completed 12x faster, with every conclusion traced back to the evidence.

What it works with

The sources it reads, and the output you get.

Inputs

  • Full data rooms (contracts, models, decks)
  • Financial models and projections
  • Partnership and legal agreements
  • Investor materials and disclosures

Outputs

  • First-pass assessment and go / no-go
  • Validated financial model with flags
  • Consolidated risk and red-flag report
  • Fully cited IC memo in your format
0x
faster diligence
0min
to first-pass assessment
0K
internal effort avoided
0K
external costs reduced

Put this workflow to work

See it run on your own data, in your environment.