AI in the enterprise is not industry expertise versus engineering — it only works with both in the room. Cloud Mantra pairs hands-on functional specialists with AI engineers on every engagement, accountable together for one production outcome.
"Our AI engineers sit next to someone who has closed the books in SAP for 20 years. Our SAP experts sit next to someone who ships production ML. Neither works alone. That is the whole point."
For a forward-deployed firm, the people are the product. No anonymous aggregates — the practitioners who lead your deployment, by name.
SAP FICO, PS, MM, PP, SD; Costpoint project accounting; NetSuite finance. People who have personally configured and run these systems for decades — and know why the obvious answer is wrong.
They design the models, build the pipelines, wire the write-back, and own production reliability — embedded with your team, on site.
Every workflow passes an evaluation suite built from customer-approved test cases before production — and stays monitored after.
How a pod is staffed, end to end: The Paired Expert Model →
Teams in Atlanta and Mohali. Deployed on site nationwide — forward-deployed means we work where you work.
Production deployment in aerospace & defense — four weeks from ERP access, through the customer's security review. Read the case study →
SOC 2 examination underway — controls implemented and operating. Exact statuses, always. Trust Center →
A 30-minute deployment review — with the experts, not a sales deck.