Softwires builds AI systems that monitor transformers, inspect bridges, screen for cancer, and detect fraud — deployed in production across India and beyond.
WHAT WE BUILD
Six capabilities. One engineering team.
AI Agent Development
Multi-agent systems that reason, plan, and act — integrated directly into your operational infrastructure.
Incident triage · Procurement automation · Field operationsAI Chatbots
Production-grade AI chatbots grounded in your data — built for accuracy, auditability, and technical environments.
Technical support · Knowledge assistants · Voice interfacesAI in Healthcare
Clinical risk scoring and diagnostic support systems built to DPDP, NABH, and IRDAI standards from day one.
Cancer risk stratification · Diagnostic support · Population healthAI in Energy
Real-time monitoring and predictive maintenance systems that protect grid infrastructure from distribution to generation.
Transformer monitoring · Predictive failure · Theft analyticsAI in Infrastructure
Computer vision and LiDAR-based inspection systems that detect sub-millimeter structural changes continuously.
Bridge inspection · Structural change detection · Anomaly monitoringData & Analytics Intelligence
Semantic data layers, OLAP modernization, and natural-language analytics interfaces at sub-second response times.
Semantic fabric · OLAP modernization · NL-to-SQLFEATURED · ENERGY
Real-time monitoring across 8,000 distribution transformers.
iDTRM is a GPRS-connected distribution transformer monitoring system deployed across central India's power network. Each installed DTR pushes load, voltage, and fault data to a central platform every five minutes — surfacing transformer health before consumers notice a failure. The system pre-warns grid operations teams of overloading, phase imbalances, and incipient faults, compressing the detection cycle from days of manual inspection to sub-hourly automated alerts.
0 min
Refresh interval
0 days
Load survey retention
0.0
Accuracy class
0/7
Monitoring
RECENT WORK
Systems in production.
We don't ship demos. We ship systems.
We work where the cost of failure is not a rollback and a post-mortem. It is a blackout, a misdiagnosis, a bridge that does not get inspected. Our systems earn their place by running reliably in environments where downtime has physical consequences.
Our AI lives next to hardware — in substations, on drones, inside hospital networks. Regulated environments with real compliance requirements. We do not get to move fast and break things. We move deliberately and build things that last.
We measure ourselves by uptime and accuracy, not engagement metrics. A model that scores 0.92 F1 in the lab but fails in a monsoon is not a model we ship. We test where the system will live, not where it was trained.
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