We embed senior AI talent inside portfolio companies to deliver the AI value creation plan and turn AI into financial outcomes.
Trusted by industry leaders
Pre-Deal
Underwrite AI's impact on the target — what erodes the thesis, and what expands it.
Value Creation Period
The systems and data your business runs on set the ceiling on what you can achieve with AI. We help reshape that into a foundation on which you can build and thrive with AI.
We help define where AI unlocks a non-linear change in your operating model, and redesign how the company should run around it.
We help define the new business only AI makes possible — a new product, category, or service line — and build it end to end.
$1M
Offshore engineering costs saved
Consolidated the engineering estate and lifted output per engineer with an AI coding harness, for a PE-backed software portfolio company.
4×
Faster legacy modernization
Set up an AI coding harness across the product and engineering org, cutting modernization time and helping defend renewals at a PE-backed software company.
$4M
New bookings
Released a new AI product within six months, generating $4M in new bookings for a PE-backed software portfolio company.
40+
AI agents deployed
5
AI products launched
$150M+
Enterprise value created
Traditional methods don't work. Business consulting firms give expensive advice and no action. Dev shops lack the senior AI talent, and execute what they're told without questioning whether it has EBITDA impact.
The Bonsai Way
Software, AI, and transformation specialists working inside your portfolio company.
We transform the workflows and operating models, not just build agents.
AI-native technology from coding to product management and process mapping.