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APPSTALLIONS

Company

Innovation Lab

Where emerging technology gets pressure-tested — so our recommendations come from experiments, not vendor slides.

The Innovation Lab is where we pressure-test emerging technology before it touches client roadmaps — so our recommendations come from experiments, not vendor slides.

Current focus areas

Applied AI: retrieval-augmented generation quality, multi-model routing, agentic workflows, and evaluation harnesses that make LLM systems measurable.

Cloud-native patterns: serverless economics, container platform ergonomics, and infrastructure-as-code practices that smaller teams can actually operate.

Product engineering: performance budgets, accessibility tooling, and design-system automation that raise the default quality of everything we ship.

How experiments become capability

Each experiment ends with a written verdict: what works, at what cost, with what risks. Winning patterns become internal playbooks and reference implementations — which is how new technology reaches client projects already de-risked.

Focus areas

What the Lab Is Testing

Applied AI

RAG quality, multi-model routing, agentic workflows, and evaluation harnesses that make LLM systems measurable.

Cloud-native patterns

Serverless economics, container platform ergonomics, and infrastructure-as-code practices smaller teams can operate.

Product engineering

Performance budgets, accessibility tooling, and design-system automation that raise our default quality bar.

Written verdicts

Every experiment ends with a documented verdict — what works, at what cost, with what risks — before it touches client work.

Let's Build Something That Scales

Tell us about your project and get a senior engineer's honest perspective — free, and within one business day.