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AI that works on the shop floor, not just in slides.

MaxSapient builds AI systems for Indian manufacturers that need to compete at global quality standards, reduce unplanned downtime, and make their production data operationally useful, not just analytically interesting.

The manufacturing opportunity

The challenge is not ambition. The gap is intelligence.

India's manufacturing sector is at a structural turning point. The Production Linked Incentive scheme, the China-plus-one supply chain realignment, and India's growing role in defence, electronics and automotive manufacturing are creating demand for quality and traceability standards that manual processes cannot deliver.

Indian manufacturers have invested significantly in modernising their physical infrastructure. The gap is intelligence. Production lines generate enormous volumes of data — from sensors, from inspection stations, from supply chain systems — that currently goes unused or is reviewed in hindsight. By the time a quality problem is identified in a manual process, hundreds or thousands of units have already been affected.

MaxSapient builds the systems that close this gap, converting production data into real-time operational decisions. With deep organisational roots in IoT, edge computing and industrial automation, we bring proven infrastructure knowledge to the shop floor.

Our manufacturing systems

Two systems.
One operational thesis.

Built for Indian manufacturers competing at global standards. Each system runs at the edge, on the line, and integrates from shop floor to ERP.

01

Visual Quality Inspection

Deep-learning defect detection at line speed. 99.2% accuracy on trained classes, sub-50ms edge inference, full unit-level traceability.

Explore VQI
02

Predictive Maintenance

Condition-based failure prediction from vibration, acoustic and thermal sensor data. Failure probability scores, auto work orders to CMMS and ERP.

Explore PdM
Why manufacturing customers choose MaxSapient

Three reasons.
All operational.

01 · ROI from Day 90

Measurable ROI from Day 90

We commit to measurable outcomes within 90 days of go-live, not a 12-month roadmap to value. Quality escape rates, OEE improvement and downtime reduction are tracked from deployment.

02 · Floor to boardroom

Shop floor to boardroom

From edge inference on the production line to ERP integration and executive dashboards. One system, full visibility across the operation.

03 · IoT-native

IoT-native infrastructure

Backed by an organisation with deep IoT and edge computing deployment experience. Sensor integration, connectivity and real-time data pipelines are not new problems for us.

Manufacturing · Talk to us

Tell us the operational challenge on your line.

Whether you're dealing with quality escapes, unplanned downtime, or production visibility gaps, we're ready to discuss your specific operational challenge.