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
Establish baseline AI capability across the organization — measured in adoption and productivity ROI, not attendance.
Rebuild the operating model around AI and drive impact across cost-out, margin, or growth.
Build AI into your core product or service delivery to drive revenue.
$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.

Financial services, healthcare services, and business services.
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.