An AI contact centre that pays for itself
An agent-and-human platform that took a major operating line down by roughly two-thirds, measured on cost per outcome, not seats sold.
AI-driven enterprise applications for customer operations, commerce and document intelligence — engineered to Japan's zero-defect standard, now serving Europe.
Carbon credits are only as credible as the documents behind them, and a human expert reading every one against shifting methodologies doesn't scale. So we built the system that does: a five-stage AI pipeline that reads, interprets and scores each document, in Japanese and English, and shows its work. Review time fell by roughly 70%. A national environment ministry took notice. We still run it.
An agent-and-human platform that took a major operating line down by roughly two-thirds, measured on cost per outcome, not seats sold.
POS and multi-location inventory across a national retail and entertainment network, integrated with legacy terminals and timezone-bound logic, without downtime.
They picked up a problem our previous vendor had given up on, wrote the spec we never got, and shipped it to production. The difference was the engineering judgment, not the rate.
Client names are under NDA; quotes shown are placeholders pending approval.
2026 Field Report · BY NILAN MEEGODA & MOHAMMED RISHARD
What we're seeing as industrial AI moves from pilot to production across Japan's GX economy and Europe's regulated enterprises, and what separates the systems that ship from the ones that stall.
Thirty minutes with the engineers who'd actually build it. We'll tell you honestly whether we're the right partner for it, and if we're not, who might be.
Tell us what you're building. No gatekeepers, no sales deck.
You'll talk directly with the engineers who'd actually build it.
We'll tell you honestly if we're the right fit — and who might be, if we're not.