AI that takes the repetitive work off your people, built only where it pays back.
Most "AI failures" we get called in on aren't technical. They're the same four mistakes, in this order:
Every feature gets scoped against real usage first: 10x/week tasks, measurable ROI in hours or dollars saved. If it fails that bar, we don't build it, no matter how good the demo looks.
Guardrails and human-in-the-loop checkpoints tested against real failure cases before an agent ever talks to a live customer, not after.
RAG built on your own docs, tickets, and CRM, so answers are grounded in what's actually true for your business. Stays yours. No vendor lock-in.
Witsberry didn't just build something that worked; Rikaz told me what features not to build, which saved me weeks of wasted development. Conversions jumped 60%+, we hit 18% monthly growth, a team that actually thinks before they code.
Before we write a line of AI code, we run every idea through this. Most "AI features" fail this checklist, and that's the point.

You're not hiring a company. You're hiring a person who signs their name to it.
Rikaz Zarook, Founder & CTO. Thirteen years in software. Two builds a month, that's the whole capacity.