AI Preventive Maintenance, field ready
Ship a maintenance program.
MachineMind identifies your equipment from a single photo, then generates a full preventive maintenance program, a step-by-step training walkthrough, and an Excel audit checklist your team can use today.
Minutes, not days
Move from machine photo to PM program, schedule, log, training, and audit kit.
Fewer review cycles
Tasks, owners, frequencies, acceptance criteria, and audit evidence start structured.
Uptime discipline
A consistent PM kit helps teams execute before failure turns into downtime.
Downtime risk
$1.7M
average cost per hour reported
Source: Fluke Reliability, 2025 reports manufacturers across the UK, US, and Germany face frequent downtime events, costing up to $852M weekly and averaging $1.7M per hour in surveyed markets. MachineMind helps teams standardize PM execution before avoidable stops happen. Choose before generation. Changing after generation of MachineMind Kit requires a new generation.
MachineMind uses functional browser storage to remember daily free usage on this device. This keeps the prototype available while we build accounts and Platinum access.
Would you use MachineMind for a real maintenance decision? #
One fast answer tells us whether this should become a plant-ready workflow, not just a demo.
Built with secure operating controls #
MachineMind implements enterprise-grade security controls across AI processing, telemetry, and access management to provide a robust operating environment for industrial users.
Server-side secrets
API keys and service credentials stay in backend environment variables.
Row-level controls
Usage telemetry is written through controlled server paths with RLS enabled.
Encrypted lifecycle
Underlying services document TLS in transit and encryption at rest controls.
No training by default
Business/API data is handled under provider privacy commitments by default.
Compliance-ready base
Core providers publish SOC 2 and ISO security programs for their platforms.
Essential browser storage
Daily usage checks use functional storage while accounts are being built.