From idea to specification to intelligent systems.
Provance takes an idea through research, validation, product decisions and architecture — and turns it into something engineering can actually build against.
The cost of getting it wrong
Most products don't fail because they're bad.
They fail because they shouldn't have been built in the first place.
6 months of build time
= 1 wrong assumption
The problem
Ambiguity is expensive.
You have an idea. Maybe a few. Building starts before anyone agrees what is actually being built, for whom, and why.
A plausible assumption becomes a “decision.” A suggested price becomes a commercial model. Months later, nobody remembers where any of it came from.
You didn't have a product problem. You had a specification problem.
The reframe
Structure the thinking before the build.
Generating code is getting easier. Knowing what should actually be built is the hard part.
The solution
Provance turns assumptions into evidence.
Two connected capabilities. Provance Engine structures the thinking before the build. Provance Synthetic structures the knowledge before the training.
Provance Engine
Research, decisions, requirements and architecture in one traceable line.
Provance Synthetic
Turn domain expertise into governed, AI-ready training data.
Separation of research and decisions
A plausible assumption never quietly becomes an approved decision.
Engineering-ready output
Not a strategy deck — a specification teams can build against.
How it works
Research → Decisions → Requirements → Implementation
Research
Understand the problem, the customer and the evidence — before anything is decided.
Decisions
Provance challenges assumptions and separates research from approved decisions.
Requirements
Decisions become requirements, constraints and architecture with full traceability.
Implementation
An engineering-ready specification your team can build against.
The comparison
Old way vs. Provance
What you get
Structure before code.
Every requirement links back to the evidence behind it
Decisions are approved, not assumed — with full decision history
Specifications engineering can work from on day one
Don't build the wrong thing.
Join the founders who refuse to gamble months of work on a guess.