AI scoping, partner selection, and forward deployed engineering.
Practical notes on AI scoping, partner selection, and how to make better build / buy / partner decisions.
AI for Private Equity
Private Equity May Need a New Type of Operating Partner
How AI operating partners can combine embedded transformation, vertical software and aligned ownership to build lasting value in private equity.
September 7, 2026 · 6 min read
Forward Deployed Engineering
AI Adoption Doesn't Need More Classroom Training. It Needs Forward Deployed Expertise.
Why AI training alone rarely produces measurable impact — and how a Forward Deployed approach turns real workflows into Minimum Viable Agents, with employees learning on the job.
August 26, 2026 · 11 min read
AI for Private Equity
Private Equity AI Tools & Value Creation: The Operating Partner Playbook
Private equity firms do not need more AI pilots. They need a repeatable operating model to turn AI opportunities into measurable portfolio value. Here is how operating partners can scope use cases, prove value through Minimal Viable Agents, make Build/Buy/Partner decisions and scale what works.
August 20, 2026 · 18 min read
AI for Private Equity
Private Equity Is Building Internal Strategy Teams. Is It Building the Right Capability?
Mid-market PE firms are professionalising value creation with internal strategy teams. AI is changing what that capability should do: govern AI use cases from the value creation plan, scope workflows, and prove them with Minimal Viable Agents before scaling.
August 18, 2026 · 8 min read
AI for Private Equity
AI Value Creation in Private Equity: What Actually Works
AI value creation in private equity starts before a platform is selected. Learn how operating partners can scope the right AI use cases, generate evidence with a Minimal Viable Agent, and decide what deserves capital and scale.
August 11, 2026 · 14 min read
AI for Private Equity
AI Value Creation in Private Equity: How to Prioritise Use Cases Across Portfolio Companies
A practical framework for prioritising AI use cases, validating value and scaling repeatable AI transformation across private-equity portfolio companies.
July 27, 2026 · 9 min read
AI Strategy
AI Expectations Are Inflated. That Does Not Make AI Less Important.
AI disappointment is growing — but the problem isn't the technology. It's the missing AI portfolio strategy. Seven disciplines separate AI ambition from AI value creation.
July 23, 2026 · 4 min read
AI Strategy
You Don't Know What You Don't Know in AI
Internal AI teams can only act on what they can see. Discover how an Outside-in AI Landscape Scan reveals blind spots and future-ready opportunities.
July 16, 2026 · 5 min read
AI Scoping
AI Ambition Is High. The Scope Is Still Too Vague.
Most companies no longer need to be convinced that AI matters. The harder question is what to build first, how small to start, and which partner can actually deliver it.
July 7, 2026 · 6 min read
Forward Deployed Engineering
What Is Forward Deployed Engineering (FDE)?
FDE explained for business leaders. How forward deployed engineers compare to agencies, freelancers, and vendors — and when each one is the right call.
May 12, 2026 · 4 min read
AI Scoping
How to Scope an AI Project Before You Hire an Agency
A practical checklist for companies that want to use AI but don't know what to ask. Run this before you take a single proposal.
May 5, 2026 · 5 min read
Partner Selection
The Hidden Cost of Choosing the Wrong AI Partner
The biggest cost of a wrong AI partner isn't the invoice. It's the time, the lock-in, and the half-built thing nobody can throw away.
April 22, 2026 · 4 min read
Need structure before you spend more on AI?
Book a scoping call and leave with clarity, priorities and a recommended path.