Case studies

Real architecture and engineering decisions: from gateway and SSO to data pipelines and AI.

AIS Architecture — microservices platform (AgriTech)

A microservices system for AgriTech digitalization: fields & geodata (PostGIS), satellite NDVI pipeline (STAC → MinIO), Kafka events, Keycloak SSO and AI recommendations.

A procurement agent for a holding: faster approvals, leaner stock

An agent carries a purchase request from the limit check to the supplier order in 1C and the systems around it. A person confirms only the disputed steps. The approval cycle is 35–45% shorter, excess stock 12–18% lower.

B2B payments, limits & compliance for a fintech operator

A high-throughput B2B payments stack: counterparty limits and scoring, AML/KYC workflows, audit-grade ledgers and integrations with banks and payment providers.

TMS/WMS and end-to-end shipment visibility for a 3PL operator

An integrated TMS/WMS stack: routing, warehouse operations, trip tracking and ETAs, carrier integrations and e-waybill workflows.

A CRM agent for a distributor: who to call and what to offer

A manager opens the account and immediately sees orders, debt, the risk of losing the customer and what to offer next. The agent assembles that from the CRM, 1C and the correspondence. Qualified lead-to-deal conversion rose 8–14%.

Computer vision AOI pipeline for automated production-line quality control

Defect and deviation detection from industrial camera streams: real-time inference, calibration, batch traceability and MES/SCADA integration.