Predictive maintenance for industrial assets

Problem

Plants operated with fragmented telemetry, making failures hard to predict and prioritize.

Solution

Centralized sensor pipelines, added anomaly scoring, and deployed response playbooks for operations teams.

Stack

Delivery model

• 1. Discovery and baseline alignment with business stakeholders.
• 2. Short delivery cycles with measurable milestones.
• 3. QA, security validation, and documented handover.