Teardowns
Where value leaks in enterprise systems — the reporting tax, the trust gap, the handoff that never ships — and the working fix. From the inside. Navigate by where the value leaks.
Digital transformation is the word. Buy low, sell high is the job.
'Transformation' isn't a plan — it's an open-ended container someone gets paid to fill. Strip the word and two numbers are left standing: the cost to operate, and the multiple at exit. Everything billed in between is the leak.
Half your AI bill is a decision tree you replaced with a reasoning loop
Agents genuinely win where hardcoded logic shatters — the messy, ambiguous, human edge. Everywhere else they're a GPU rediscovering what a decision tree already knew. The whole game is the line between the two — and only someone who's built both sides can draw it.
Your value-creation plan doesn't fail at the end. It dies in three places.
It doesn't fail where the post-mortem looks. It dies upstream — in the data that won't agree, the before-and-after no one owns, and the priorities nothing anchors. The deck is just the last domino to fall.
Your AI isn't failing. Your data was never ready for it.
Every stalled AI pilot blames the model. The real reason sits one layer down: the data the agent was supposed to reason over is scattered, unlabeled, and contradicts itself. Get that layer right and the 'AI problem' mostly disappears.
The strategy was right. Nobody could build it.
A top firm just told every PE owner the AI moat is proprietary intelligence — data, encoded workflows, evals that never stop. They're right. The gap is that naming the moat and building it are two different jobs, and only one of them is for sale.
You paid for the partner. You got the associate.
It isn't a bait-and-switch — it's the business model. The gap between the name that sold the work and the hands that do it is the tax you've been paying, and AI just made it optional.
The 100-day plan that quietly stopped on day 30
The value-creation case was sharp on close day. Then the deck got filed, ownership blurred, and the synergies became something everyone assumed someone else was tracking.
The spend nobody owns, scattered across a dozen approvals
Roll up five companies and you inherit five of every vendor, none of the leverage, and a spend base no single person can see end to end.
Why closing the books still eats two weeks every month
Actuals arrive late because the close is a manual relay of exports, mappings, and one controller's memory. By the time the numbers are final, the month they describe is already gone.
The margin you're discounting away without ever deciding to
Every rep has discount authority and no one has price discipline. The leak never shows up as a decision — it shows up as a number that drifts down a point a quarter.
Your best reps are running the business out of spreadsheets
The growth engine lives in their heads and their tabs. When they leave, the pipeline leaves — and you can't scale a motion you can't see.
Systems that don't talk, and the headcount that quietly absorbs it
Every bolt-on adds another disconnected stack — and a few more people whose real job is to be the integration layer.
Why your forecast is a guess, and why another dashboard won't fix it
Every quarter a war room rebuilds the number by hand from systems that disagree. The problem was never visualization.
The cash you've already earned, sitting on someone else's balance sheet
Collections are ad hoc, DSO is high, and the working capital you're owed is funding your customers instead of your portfolio.
The reporting tax hiding in your field-ops CRM
Reps swivel-chair between three systems to log a single job. The forecast is a guess. None of it is a discipline problem — it's a design one.