What we write about, and why it matters
This blog exists because after 25 years of building software at companies from 10 people to 20,000 employees, one pattern kept showing up. Projects didn't fail because developers wrote bad code. They failed because the requirements were unclear, incomplete, or buried in a document nobody opened after the kickoff meeting. Specira AI was built to fix that root cause, and this blog is where we think out loud about the problem and the solution.
You'll find perspectives on requirements intelligence, AI-assisted specification writing, the economics of software rework, and the organizational patterns that cause teams to build the wrong thing. Some of it's technical. Some of it's strategic. All of it comes from real experience delivering enterprise software across industries like fintech, manufacturing, retail, and SaaS.
We publish new articles roughly twice a month, always grounded in real data with source links, real company examples, and the kind of opinions you only form after watching the same failure mode play out forty or fifty times. If you've ever sat through a sprint review and thought "that's not what I asked for," this blog is for you.
