ChainAlign
Decision intelligence for enterprises. Designed to capture why decisions were made, not just what was decided.
I am building ChainAlign as the decision infrastructure I wish I'd had in every S&OP, capex, and migration room I've been in.
The problem
Every enterprise has systems that record what happened and systems that predict what will happen. Between them sits the decision: who made it, what they knew, what they accepted, what they rejected. This is the most valuable data an organisation produces. It is never systematically captured.
What ChainAlign is designed to do
It is meant to instrument enterprise decisions. Not dashboards or copilots. Infrastructure meant to capture the reasoning behind commitments and build organisational judgement over time.
Constraint-aware decisions. The system is designed to surface the trade-offs you are about to lock in, before you commit. Capacity, working capital, regulatory boundaries. Visible at the point of commitment, not discovered in the post-mortem.
Decision traces. Structured records of what was known, assumed, and chosen. Queryable, auditable. The aim is that when a regulator asks "why did we do this," the answer exists before the question.
Compounding judgement. Every override and correction is meant to become calibration data, improving decision quality across cycles instead of resetting every planning period.
Simulation, not forecasting. Single-point forecasts pretend certainty. ChainAlign is designed to run millions of simulations to show you the range of outcomes, not just the most likely one. A canary system is designed to monitor the long tail: the scenarios that models dismiss but boards lose sleep over.
The design spans nine decision domains, from capital allocation and M&A to supply chain resilience. See the full catalogue at chainalign.com/domains.
The thesis
The scarce resource in an age of abundant computation is not intelligence. It is judgement. Judgement does not accumulate by default. It has to be instrumented.
Built by a founder who spent 25 years in the rooms where these decisions fail. Designed from day zero to support EU AI Act obligations, rather than retrofitted later.