About Zynova
Zynova Technologies started in 2022 as builders: engineers and product people shipping AI software of our own. The consulting practice grew out of a simple pattern: companies kept asking us to do for them what we'd done for ourselves.
Our Story
Before "AI transformation" was a line item in every corporate budget, we were wiring large language models into real software: Dewstack, our documentation platform, and later Canvora, our AI design engine. We learned what the demos don't teach: that retrieval quality decides whether users trust an AI answer, that model costs can quietly eat a margin, that "it worked in testing" means very little until real customers arrive.
Those lessons turned out to be exactly what businesses adopting AI were missing. Most had no shortage of ideas or vendors. What they lacked was partners who had actually operated AI in production and could tell them, with a straight face, what would work, what wouldn't, and what it would really cost.
So that became the firm: a small senior team that designs, builds, and runs AI systems for clients, holding every engagement to the same standard as our own products. If we wouldn't ship it under our name, we don't ship it under yours.
How We Think
A working system serving real users this quarter teaches more than a flawless plan for next year. We optimise for time-to-learning, then iterate with evidence.
We've told prospects not to build things they'd budgeted for. An engagement that stops a bad project is a success, and the reason clients come back for the good ones.
The best AI system is the one nobody talks about anymore: it just works. Evals, monitoring, and fallbacks aren't overhead; they're the product.
We transfer knowledge by default: code, docs, runbooks, training. Dependency might be a good business model, but it's a bad partnership.
Who We Work With
We're a boutique by choice. We take a small number of engagements at a time, so senior people do the work, from mid-size companies automating operations to funded startups building AI into their product.
No account managers, no bait-and-switch. Book a consultation and you're talking directly to the senior team.