See the Breakdown Coming.
48 Hours Early.
Continuous monitoring across every critical machine, with 48-hour advance warning of failure — so maintenance becomes a plan, not a scramble.
Current Situation
Maintenance is either calendar-based — servicing machines that didn’t need it — or reactive: the press seized last Tuesday and the line was down 14 hours at lakhs per hour. Either way, the maintenance team lives in firefighting mode and production targets slip.
The cost isn’t just the downtime. It’s the production schedule that gets rebuilt every week around emergencies, the customer commitments that slip, the overtime spent recovering, and the maintenance budget that overruns every quarter without delivering reliability.
What Foresight Does
ForeSight reads every machine on your floor continuously, recognises the patterns that precede failure, and tells the maintenance team 48 hours before breakdown — which machine, which component, and the best window to act. Unplanned downtime stops being a fact of life on your floor.
Failure Probability Scoring
Every critical machine assigned a continuously updated probability of failure — so the maintenance team knows where to focus before any machine reaches the danger zone.
Component-Level Fault Isolation
ForeSight tells you not just which machine is failing, but which component — bearing, motor, valve, drive — so the team arrives with the right part and the right plan, not a diagnostic toolkit.
Maintenance Window Recommendations
The system suggests when to do the work — between shifts, during planned changeovers, before the next critical run — so maintenance fits production, not the other way around.
Instant Alerts to Plant & Maintenance Teams
Plant head and maintenance manager notified 48 hours in advance with the machine, the component, the failure mode, and the recommended action window — over WhatsApp, SMS, or email.
How It Works
No reactive breakdowns. No calendar-based over-servicing. No firefighting.
Amazon S3
Call recordings land in Amazon S3 the moment they are uploaded.
Amazon Transcribe
Amazon Transcribe converts the audio into accurate, speaker-attributed text.
Amazon Comprehend
Amazon Comprehend analyses sentiment, intent, and key entities across the conversation.
AWS Lambda
AWS Lambda orchestrates the pipeline and delivers a structured report within seconds of the call ending.
Why It Holds Up
Deployed in your AWS account
ForeSight runs inside your own AWS environment. Sensor data, machine telemetry, and maintenance records never leave your infrastructure.
Data resident in AWS Mumbai
All telemetry, models, and alerts processed and stored in the AWS Mumbai region — protecting your operational data and machine signatures.
Trained on your machines, not a generic model
Models tuned to the actual machines, sensors, and operating conditions on your floor — because a failure pattern on a 20-year-old hydraulic press is not the same as on a new CNC.
Sensor- and protocol-flexible
Works with your existing sensors and SCADA, MES, or historian systems — no rip-and-replace of machine instrumentation, no greenfield deployment required.
Built for the maintenance team, not the data team
Alerts and dashboards designed for plant heads and maintenance managers — actionable, plain-language, and tied to the work that needs to happen, not abstract probability curves.
BUILT FOR
Plant Heads, Maintenance Managers, and Operations Directors at auto, pharma, textiles, packaging, cement, steel, and process manufacturing facilities
where uptime, OEE, and maintenance cost drive the quarter.
