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Reliability Engineering

End-to-end reliability engineering, RAM studies and failure-mode analytics for mission-critical assets.

Service Overview

Reliability is not a feature — it is the discipline that separates institutional-grade engineering from hobby projects. AISYS runs an independent Reliability Centre of Excellence that plugs into R&D Organization, energy, transport and heavy-industry programmes.

From RAM (Reliability-Availability-Maintainability) studies and FMECA workshops to stochastic simulations and remaining-useful-life (RUL) estimation, we deliver the evidence packs that certification bodies and institutional investors expect.

Key Highlights

MIL-STD Aligned

Studies compliant with MIL-HDBK-217F, IEC-61508, ISO-26262 where applicable.

Stochastic Models

Monte Carlo RUL + Weibull life models for fleet-level decisions.

Audit-Ready

Every study ships with full traceability matrix and evidence pack.

Live Monitoring

Optional real-time dashboards that watch reliability KPIs 24/7.

What We Deliver

  • AI-based reliability prediction & RUL estimation
  • FMECA / FTA / RBD workshops with full traceability
  • RAM studies for capital projects and fleet operations
  • Stochastic Monte Carlo life-cycle simulations
  • Risk assessment aligned with IEC-61508 / ISO-26262
  • Compliance auditing and certification support

Engagement Process

01

Scope

Asset boundary, mission profile and reliability targets.

02

Model

FMECA + RBD + stochastic Monte Carlo modelling.

03

Measure

Telemetry instrumentation + baseline data capture.

04

Predict

RUL forecasting & risk-ranked maintenance planning.

05

Certify

Evidence pack, audit response and certification support.

Industries We Serve

R&D Organization & AerospaceEnergy & UtilitiesTransport & RailHeavy Manufacturing

Representative Tech Stack

Python (SciPy)ReliaSoftIsographMATLABRPower BIGrafana

Frequently Asked

Can you support DO-178 / DO-254 programmes?

Yes — our reliability engineers have experience supporting airborne software and complex hardware certifications through partner labs.

Do you provide on-site FMECA facilitation?

We offer both on-site and remote facilitated FMECA / FTA workshops with all deliverables in the customer's preferred template.

Ready to start your Reliability Engineering programme?

Our engineers respond within one business day. No obligations, no fluff.