Polaris

Open Reliability's workspace powered by Polaris, an AI Reliability Agent that guides engineers through data-driven analysis, maintenance strategy optimisation, and reliability decision-making.

Polaris serves as your North Star for Reliability, helping teams uncover chronic issues, prioritize improvement opportunities, and improve asset performance.

Ask Polaris See Polaris Watch View synthetic data

Why it matters

Keep reliability context together

Persistent conversations retain the engineering thread across follow-up questions and planning sessions.

Turn analysis into next actions

Planned workflows connect data review, defect elimination, strategy checks, and improvement planning.

Add capabilities as tools

Reliability workflows can grow through focused tools for search, analysis, planning, and reporting.

Polaris Workflow

Polaris Reliability Agent is the only user-visible agent. It coordinates implemented specialist workflows for defect elimination and maintenance strategy review, with additional specialists added in practical stages.

User request

Reliability Agent

Master Data Agent

Defect Elimination Agent

Maintenance Strategy Agent

6Future

Reliability Improvement Agent

Reliability Agent

Purpose

Reliability Agent

The only agent visible to the user. It reviews each request, selects the required specialist agents, and coordinates their analysis.

Master Data Agent

Searches and filters the stored equipment master so reliability workflows can identify assets and use trusted equipment context.

Defect Elimination Agent

Converts reliability issues into structured investigations, including problem statements, hypotheses, RCA plans, and corrective actions.

Maintenance Strategy Agent

Reviews and optimizes maintenance strategies by checking PM effectiveness, failure mode coverage, OEM guidance, and strategy gaps.

Reliability Improvement Agent

Future workflow for turning validated engineering findings into ranked opportunities, action plans, outcome measures, and reliability roadmaps.

Reliability Agent

Reviews structured specialist findings, consolidates the evidence, and produces one user-facing reliability recommendation.

Final response

Capability roadmap

These product capabilities define how Open Reliability Copilot will grow from chat into a practical reliability engineering workspace. Each capability will be designed and shipped one workflow at a time.

Reliability AgentReliability chat with persistent conversations, message history, memory updates, and specialist orchestration.

Work Order IntelligenceAnalysis for surfacing bad actors, repeat failures, downtime patterns, and cost drivers from maintenance history.

Equipment IntelligenceAsset-level summaries that combine history, strategy, known failure modes, and improvement options.

Actionable RecommendationsOutputs for prioritized reliability actions with supporting evidence and practical next steps.

FutureData Mapping WizardPlanned workflow for guiding uploaded work order, strategy, and equipment data into a consistent reliability model.

FutureReliability Knowledge BasePlanned retrieval layer for indexing FMEAs, RCA reports, OEM manuals, and site standards.