01
Rework starts as drift.
A missed assumption, an outdated trace, a decision without its rationale, or evidence that no longer matches the claim. Small gaps compound until they become expensive to unwind.
About M45
Catch misalignment before it becomes rework
M45 exists because late engineering rework is often caused by earlier drift: requirements, assumptions, evidence, and decisions falling out of sync across tools and teams.
02
Late discovery is the cost driver.
The same misalignment is cheap to fix when it appears during requirements or architecture work, and painful when it appears during verification, certification, or field operation.
03
M45 moves discovery earlier.
M45 connects artifacts across tools and turns them into traceable, versioned engineering context. AI surfaces misalignment early, engineers decide, and every decision stays traceable.
The goal is not to automate engineering accountability away. The goal is to find misalignment while it is still cheap to fix, so engineers spend less time repairing the record and more time building the system.
Founder
Florian Wolf
Florian is an AI entrepreneur and MIT PhD with more than 25 years across AI, software engineering,and regulated industries. He worked on DARPA-funded AI research programs that fed into systemssuch as Siri and DoD applications. He then built production ML and NLP systems, and operational riskmanagement software and metrics for institutional investors.
Before M45, he founded and led Mergeflow, an enterprise AI company. Mergeflow's technologydiscovery platform is used by R&D teams at Chevron, Merck, NSK, Siemens, and others.