Skip to main content
All case studies / AI Consumer Company

AI consumer company executes buy-side M&A with Cord-led diligence and negotiation strategy

40%
lower bid price vs initial seller ask
100%
conversion from services to SaaS revenue
47%
SaaS revenue uplift

An AI-native consumer company was evaluating a strategic acquisition. The target had a thin public footprint and a limited data room, and the acquirer needed deep, defensible diligence fast enough to inform offer structure and negotiation.

At a Glance

  • Built a linked operating model from data-room financials.
  • Synthesized private channel checks, customer references, and product reviews.
  • Sized the target category and competitive position with sourced evidence.
  • Modeled valuation pressure points and counter-offer scenarios.
  • Mapped revenue and cost synergies with confidence bands.

Challenge

The internal team couldn't quickly synthesize private channel signals, market research, financial reasonableness, and integration risk into a single coherent view. Moving too slowly meant losing the deal; moving without rigor meant mispricing it.

Solution

Cord ran integrated buy-side diligence end-to-end:

Quantitative diligence
Fully-linked operating model of the target built from data room financials, with bottoms-up validation against external benchmarks.
Qualitative diligence
Private channel checks, customer references, and product reviews synthesized into a structured findings document.
Market research
Target's category, competitive positioning, and growth headroom sized with sourced evidence rather than narrative claims.
Negotiation strategy
Valuation pressure points and counter-offer scenarios modeled with sensitivities to inform the offer range and walk-away point.
Integration thesis
Revenue and cost synergies mapped with confidence bands tied to specific assumptions, not aspirational targets.