AI Agents for Operational Excellence

Your operations team
now has an AI expert
in the room.

Three specialist AI agents — Resolve, Improve, Flow — that guide your team through problem solving, improvement projects, and process redesign. Structured methodology, powered by AI.

Meet the three agents

Each agent specialises in a different phase of operational excellence — from solving today's problem to redesigning tomorrow's process.

Agent Resolve
Structured problem solving
Guides teams through rigorous root cause analysis and corrective action. Searches your case history for similar past failures and surfaces what worked.
8D Methodology Root Cause Analysis Case similarity Fishbone & 5-Why
Agent Improve
Project-based improvement
Supports improvement projects from definition through to control. Structures the work, tracks decisions, and keeps the team aligned across DMAIC phases.
DMAIC Six Sigma Hypothesis testing Control plans
Agent Flow
Process mapping & waste elimination
Maps current-state value streams, identifies waste and bottlenecks, and co-designs the future state. Connects process data to improvement priorities.
Value Stream Mapping Waste analysis Takt time Future state design

Reasoning, not search.

AgentLean doesn't retrieve documents and hand them to you. It reasons through your problem step by step, using proven methodologies as its thinking structure.

1
Describe the situation
Tell the agent what's happening in plain language. No special syntax, no forms to fill in.
2
Multi-agent analysis
Specialist agents run in parallel — classifying the problem, searching similar cases, analysing patterns, and assessing impact.
3
Structured output
Receive a step-by-step response aligned to the methodology — not a summary, but a structured analysis you can act on.
4
Knowledge compounds
Every resolved case enriches the knowledge base. Your organisation gets smarter with every incident, project, and process review.
Live reasoning trace — Agent Resolve
Intent classified → operational problem, hydraulic system
Case index searched → 4 structurally similar cases found (confidence 0.87)
Root cause candidates identified → seal degradation (high), air ingress (medium), thermal fault (low)
Best match: TRM-20241108 → identical symptom pattern, resolved by master cylinder seal replacement
D5 corrective actions generated → 3 actions, prioritised by confidence and effort
D7 preventive actions added → reseal interval reduced to 18 months based on recurrence pattern

Built for the team,
not the system.

🏭
Any industry, any operation
8D, DMAIC, and VSM are universal methodologies that apply across any asset-heavy or process-driven industry. AgentLean adapts to your sector, your terminology, and your knowledge base.
🔒
Your cloud, your data
Runs entirely within your Azure subscription. Azure OpenAI, Azure AI Search, Azure Blob Storage — your operational data never leaves your cloud boundary.
🧠
Institutional memory
Knowledge doesn't walk out the door when people do. Every case, project, and process analysis builds a searchable, growing knowledge base your whole team benefits from.
Decision support, not automation
AgentLean accelerates human judgment — it doesn't replace it. Every output is a structured starting point your team reviews, adjusts, and owns.
🔗
LangGraph multi-agent architecture
Five specialist agents — intent classification, operational analysis, similarity search, strategy synthesis, KPI impact — orchestrated in a transparent, auditable workflow.
📋
Audit-ready output
Every response follows a structured methodology. Consistent, documented, and defensible — for quality audits, ISO certification, or internal review.

AI that transforms
how organisations improve.

Digital transformation has reshaped customer experience, finance, and supply chain. Operational excellence is next — and the organisations that move first will build a structural advantage that is very difficult to replicate.

AgentLean is the platform for that shift. Not a tool that automates a single task, but an AI layer that changes how improvement work gets done across the entire organisation — faster diagnosis, more consistent execution, and institutional knowledge that compounds over time instead of walking out the door.

The result is an operations function that learns. One where every problem solved makes the next one easier, every project completed raises the capability floor, and every process redesign is informed by everything your organisation already knows.

AgentLean is currently in early access. We are working with a select group of organisations to deploy and validate the platform ahead of a broader launch.

Manufacturing Rail & Transport Logistics Utilities Healthcare Financial Services Food & Beverage Aerospace Automotive
A structural competitive advantage
Organisations that systematise improvement outperform those that rely on heroic individuals. AgentLean makes structured problem solving and process excellence a repeatable organisational capability — not a project.
Transformation without disruption
No multi-year implementation. No replacement of existing systems. AgentLean deploys within your Azure environment and integrates with the way your teams already work — delivering value in weeks, not years.
Knowledge that stays with the organisation
When your best people leave, their expertise doesn't have to. AgentLean captures every decision, every analysis, every lesson learned — and makes it available to the next person who faces the same challenge.
Measurable impact from day one
Faster root cause analysis. More consistent corrective actions. Fewer recurring failures. The impact of AgentLean shows up in the metrics that matter to the business — not just in efficiency reports.
Get started

See AgentLean on your operations.

Short, focused demo sessions. No slide decks — a live analysis of a real problem type you choose.

Request a demo session Request a demo ↗
Or write directly: vp@agentlean.eu