Capital Formation
August 2026
The After-Tax Scoreboard: The Only Return That Spends
Pre-tax IRR is the number everyone quotes. After-tax is the number that reaches your account. How rate, timing, and structure decide what you keep.
Research, analysis, and perspectives on M&A, private equity, Opportunity Zones, AI value creation, and digital transformation for middle-market businesses.
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Pre-tax IRR is the number everyone quotes. After-tax is the number that reaches your account. How rate, timing, and structure decide what you keep.
A sector growing eight times faster than construction should be crawling with institutional money. It isn't. The capital behind wellness real estate looks surprisingly like the investors in our own community.
AI is sorting the middle market into businesses it displaces and businesses it makes worth more. The dividing line, the resilience test, and why owned infrastructure is leverage instead of a layoff.
Traditional PE waits 12 to 18 months to create value. A 90-day model deploys owned AI infrastructure early, and that infrastructure is what builds the exit multiple years before the sale.
The best businesses to own aren't the digital darlings. They're the fragmented, essential, under-digitized operators software skipped: defense-energy, healthcare, logistics, and the trades.
A realized capital gain has a clock on it. Inside the 180-day window, a Qualified Opportunity Zone can defer the gain and eliminate federal tax on the appreciation after ten years. How the window works, and how IDC deductions offset a big income year.
Owners plan the exit for years and still get surprised at diligence. Owner dependence, clean financials, customer concentration, and documented systems decide the price. The sell-side mirror of buyer readiness, and the twelve-month runway to fix the gaps.
The fastest-growing corner of real estate is being built around the same instincts we all talk about at dinner: better food, cleaner water, getting back to nature. Most investors have never heard of it.
The average mid-market company pays for 40+ SaaS tools and not one adds a dollar to enterprise value. Why rented infrastructure leaks, how acquirers price a SaaS-dependent stack in diligence, and what owning the workflow actually looks like.
Leading technologists forecast universal high income as AI productivity explodes. The practical question is who captures the surplus. A framework for owners and acquirers building private high income through AI-augmented, tax-advantaged ownership.
SaaS subscriptions grow faster than revenue, trap company data behind vendor APIs, and leak the demand that would break a revenue plateau. UnSaaSing is the fix: replacing rented software with infrastructure you own.
Treasury announced Opportunity Zone permanence and opened a new Nomination Tool for the January 1, 2027 designation cycle. Permanence was expected. The mechanism is the part that will reshape which QOZ deployments perform.
Ten cash-flowing businesses W-2 professionals can acquire without quitting their day job. Each is AI-resilient, SBA-eligible, manager-run, and gets more valuable when you deploy AI inside it.
The pitch on electrical contractors used to be a fragmented trade with stable demand and modest multiples. Four tailwinds arriving simultaneously have rewritten that thesis. The convergence is the story.
Goldman Sachs, JPMorgan, and Morgan Stanley are cutting up to two-thirds of graduate analyst hiring as AI absorbs entry-level work. The same operating leverage is now available to middle-market operators — and the math compounds faster.
78% of middle-market firms cite scalability as the primary AI integration challenge. Learn how successful operators are compressing rollout timelines from 18 months to 8 weeks.
71% of PE sponsors cite AI due diligence as a deal accelerator. Post-recession HVAC/plumbing M&A deal volume is up 34% YoY — here's how operators are winning.
The best AI acquisition targets aren't tech companies—they're HVAC, plumbing, and cleaning businesses.
Search funds deploying AI are compressing 18 months of value creation into 90 days.
70% of SMBs have zero AI infrastructure. That's arbitrage. How operators deploy AI for value.
Valuations at 9.8× EV/EBITDA as Q1 deal velocity surged 10.3% YoY.
Capital accumulation outpaced deployment by $1.2T, creating asymmetric pricing in lower-mid-market.
AI deployment into trades businesses creates immediate measurable value with tax advantages.
AI cuts M&A due diligence from 6 weeks to hours. A new era for deal speed and quality.
Acquirers compressing 18 months of operational improvement into 90 days with AI.
Claude and GPT-4o redefining M&A. LOI drafting, modeling, timeline compression.
70.5% expect 2026 strength. Deal velocity constrained by seller readiness, not buyer appetite.
OZ permanence with 30% basis step-up for rural deployments reshapes after-tax returns.
Technology assets commanding premium valuations as $5–8 trillion in AI infrastructure concentrates deal activity.
QOZ investors face mandatory gain recognition. Extended window creates planning opportunities.
PE operators migrating to self-optimizing systems for real-time portfolio optimization.
Three rate cuts restored confidence. Structural catalysts: PE dry powder, private credit dominance, seller backlog.
95% of PE-backed AI initiatives meeting or exceeding business cases. AI is infrastructure now.
M&A volume up 10% in 2025 with PE up 8%, fueled by easing inflation.
PE firms deploying AI orchestration converting predictive pricing into EBITDA expansion.
OZ 2.0 offers new pathways to capital gains deferral while driving economic development.
Q2 2025 deal value up 10.7% YoY with $100M–$250M transactions at 10.0× TEV/EBITDA.
65% of PE firms embedding AI across diligence and value creation. Technology as infrastructure.