Buyers spent hours locating supplier contracts, price lists and compliance documents spread across SharePoint, email and an ERP before answering a single customer request.
Tens of thousands of PDFs in four languages, strict data-residency requirements, and a low tolerance for hallucinated prices or terms.
“The assistant cites the clause and the page. That is what made our procurement lead trust it.”
— Client sponsor (name withheld under NDA)
| Industry | Retail & Distribution |
| Services | AI & Intelligent Automation |
| Technology | Azure OpenAI · LangGraph · Azure AI Search · FastAPI · React |
| Duration | 4 months |
| Team | 5 engineers |
A 30-minute architecture call with the engineers who ran this work.
Book a 30-minute callDetails are anonymised and figures rounded to protect client confidentiality.
A regional logistics operator running 60+ workloads on ageing on-premise VMware needed to exit two data centres without disrupting 24×7 operations.
A multi-plant textile manufacturer had production data locked in PLC historians, an ERP and spreadsheets, with no single view of equipment effectiveness.
A fast-growing US SaaS provider wanted an India engineering hub without the overhead of setting up an entity, office and hiring engine on its own.
Global IT services and cloud-native engineering, with a precision thin-section bearings manufacturing division. Headquartered in Ahmedabad, India.
307 Anand Chambers, Near High Court Crossing, Navrangpura, Ahmedabad, Gujarat 380009, India
info@kunalbearings.com
GSTIN 24ABBPJ5916C1Z6 · IEC 0802004962
REX INREX0802004962EC004 · LUT AD2407210055976