SFTWTRS.AI
ENTERPRISE AI · CASE STUDIES
Work we are proud of.
Across automotive, power, rail, infrastructure and enterprise IT, we build systems shaped around how each client really works. Client names stay private, so each case is described by its sector.
A vision inspection machine for pressed sheet-metal parts: one station and four cameras check the whole part family in one pass, with an OK stamp and a fingerprint-locked NO-GO bin.
A robotic inspection cell built around a portal with an inverted robot and a roll positioner, with full electrical schematics, software architecture and 3D visualisation.
UHF RFID tracking of returnable metal stillages across the supplier to OEM loop, with dock read points and CCTV, linked to the GPRS tracking already on the trucks.
Logistics and stock reconciliation automated with Wtrospai agents working on a WtrDB knowledge graph, with a voice agent for routine follow-ups.
A cleaning tracker for train bio-digesters, built as a Flutter app on a Firebase backend, giving supervisors a verified record of every clean.
Programme design for a construction technology platform: statements of work, programme documents, commercial frameworks and a ten-year vision.
SFTWTRS.AI
ENTERPRISE AI · CASE STUDIES
Strategy, research and design work.
Alongside our large builds, our teams shape products, research programmes and business systems for clients in India, the United States and beyond.
Product strategy for a professional services automation platform: Product Council charters, product documentation, feature specifications and a twelve-month feature parity plan.
A research programme covering an automation learner, knowledge graph retrieval and OpenClaw, run alongside the client's own team.
Research into manufacturing assets across the Middle East, North Africa and Eurasia to inform commercial decisions.
Workflow design and ERP architecture shaped around the way a retail business really runs, from purchasing and stock through billing to the sale.
Each of these began with a conversation about how the client's people really work. We would be glad to start one with you, whether it is a single machine, a knowledge graph or a programme of change.
Let's build what comes next.
Tell us what you want to see, understand or protect better.
Let's talk