AI Marks PE's Courage Gap
How Implementation Intelligence is Transforming Portfolio Performance
Hi, I’m Lily. I created this PE edition of the AI Dispatch for our growing community of thousands of private equity leaders and portfolio company operators navigating AI implementation.
This week’s theme: The AI penalty is priced in.
The market has made its judgment on AI: not in theory, but in returns. The gap between companies leveraging AI and those being disrupted by it is now wide enough to show up in valuations, exit timelines, and LP conversations. And yet, nearly half of PE executives who recognize AI as the defining force reshaping business models still aren’t acting on it. That disconnect on AI is now a priced-in penalty.
This week, we look at what acting looks like: from the tools GPs are using across the full investment lifecycle, to the leadership infrastructure being built specifically for industrial portcos. And in Portfolio Gold, 3i-backed Smarte Carte shows what happens when a PE-backed operator stops managing equipment reactively and lets intelligent data infrastructure do the watching.
What GPs Are Whispering About
Bespoke Partners Launches AI Search Firm for Industrial Portcos
Private equity sponsors backing industrial companies now have an AI-powered recruiting option built specifically for their sector. Industra Talent Partners, launched today as a Bespoke Partners affiliate, deploys a proprietary AI talent mapping platform to cut executive search times by 30% or more for PE-backed manufacturers, distributors, and industrial services companies. The firm covers the full leadership stack, from CEO to VP-level functional leaders, across MRO, specialty distribution, logistics, and warehousing. With portfolio company leadership identified as the critical execution factor in value creation plans, such an AI-accelerated methodology gives sponsors a faster path to operators who can deliver. Read more →
GPs Face a New Risk: Portcos That Ignore AI
PEI's Alex Lynn argues that AI is no longer an opportunity for private equity, but rather a valuation risk. A Morgan Stanley report draws this sharp line: AI-adopting companies outperform peers by 19%, while AI-disrupted companies underperform by 44%. Yet the implementation gap remains stark: 42% of PE executives call AI the top disruptive force reshaping business models, while only 23% actively deploy it in value creation processes. Blue Owl, Thoma Bravo, and Vista Equity are already managing LP anxiety over disrupted software portfolios, and leaders like Blackstone's Jon Gray and CPP Investments' Caitlin Gubbels are accelerating exit timelines on at-risk assets. The math is unambiguous: portcos that aren't implementing AI aren't standing still; they're most certainly falling behind. Read more →
How GPs Are Using AI at Every Investment Stage
MGO CPA outlines how AI is becoming a practical toolkit across the entire PE investment lifecycle. During the holding period, where value creation matters most, AI standardizes portco reporting, enables continuous monitoring of financial and operational metrics, and drives commercial performance through smarter pricing, demand generation, and sales conversion. On the deal side, AI surfaces high-potential acquisition targets and accelerates due diligence by flagging operational red flags and market risks. At exit, AI analyzes market signals to optimize timing and expands the buyer universe beyond existing networks. For GPs still treating AI as a future consideration, the lifecycle is already moving without them. Read more →
Portfolio Gold
Every week, we’ll bring you a new, real-world example of how targeted AI deployments within portfolios are solving persistent business challenges.
How Smarte Carte Uses IoT Analytics to Cut Downtime
Company: Smarte Carte (3i Group plc portco), a global provider of self-serve vended luggage carts, electronic lockers, and retail strollers operating across airports, theme parks, and venues worldwide.
Problem: Smarte Carte manages millions of pieces of rental equipment across venues, making uptime a direct revenue driver. The team had no reliable way to automatically detect and report equipment failures in real time. Data flows to its analytics warehouse were error-prone and required constant manual oversight, with one data analyst spending 50–60% of their time simply maintaining pipelines rather than generating insights.
Solution: Smarte Carte deployed Nexla to integrate IoT data from field equipment, automating the monitoring and notification process end-to-end. Any disruption in equipment communication now triggers a real-time alert to the relevant field manager for immediate resolution.
Results:
Maintenance time reduced by 90%
50% of data analyst capacity freed for insight generation
100% reliability on all data flows
Prevented multiple millions in revenue loss
Averted a full 1% revenue loss across service areas through improved equipment uptime
3i’s backing of Smarte Carte illustrates how PE-backed industrial operators can extract outsized value from AI-enabled data infrastructure by making existing IoT networks intelligent and self-monitoring.
Lily’s Recommendation Corner
Deal Flow, Valuations, and Exit Strategies with Nicolas Vega Llona and Monty Yort
In this Private Equity PErspectives episode, Nicolas Vega Llona, Principal at Lincolnshire, and Monty Yort, Managing Partner at GenNx360, discuss what's ahead for deal flow, valuations, and exits. The AI moment comes at the end, and it's the sharpest takeaway of the episode. Monty describes how GenNx360 is actively working with every portfolio company to get ahead of AI, and his framing is precise: AI is both an offensive tool and a risk to manage, and GPs who aren't doing both aren't doing enough. For PE leaders looking for a grounded, practitioner-level conversation on where smart money is heading in 2026, this one is worth your commute. Listen here →
Lily’s Closing Thoughts
There's a line buried in this week's data that deserves a second read: 42% of PE executives say AI is the top force reshaping business models, yet only 23% are actually using it in value creation. That's a courage gap. The firms closing it are standardizing reporting, automating monitoring, accelerating searches, and making their IoT networks smart. The penalty for skipping those steps is now 44 percentage points of underperformance, courtesy of Morgan Stanley. At some point, "we're evaluating our AI strategy" stops being a process and starts being an answer that LPs stop accepting.
Until next week—keep your systems learning!
— Lily @ InstaLILY AI
Industry Events on the Horizon
NEXUS 2026
February 22–25, 2026 | JW Marriott Orlando, Grande Lakes
A premier gathering uniting PE leaders with active LP allocators through an LP Council, investor-only dinners, and pre-arranged meetings. Focus areas: navigating geopolitical fundraising turbulence, portfolio value creation, and raising capital in compressed timelines. Features curated introductions and swap sessions on fund tactics. [Register here →]
SuperReturn North America
March 16–18, 2026 | Miami, FL
800+ attendees including 250+ LPs and 350+ GPs. One of the premier North American PE gatherings. AI is consistently featured across sessions on portfolio value creation, deal sourcing, and operational transformation. [Register here →]
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