Why Traditional Improvement Falls Short
Lean, Six Sigma, and BPM initiatives rely on periodic data pulls and human analysis—missing hidden waste and reacting too slowly to variability.
Stale Mapping
Process mapping workshops take weeks and get stale fast
Tribal Knowledge
Root‑cause analysis depends on tribal knowledge
Lagging KPIs
KPIs lag by days, delaying corrective actions
Change Fatigue
Change‑management fatigue slows continuous improvement culture
Agent‑Powered Improvement Loops
Production Line Takt Optimiser
Agents ingest PLC signals, detect bottlenecks, and recommend cycle‑time tweaks in real time.
Back‑Office Workflow Miner
Analyse ERP logs to surface approval delays, rework loops, and automation candidates.
Voice‑of‑Customer Feedback Loop
LLM agents summarise call transcripts, link pain points to journey steps, and trigger A/B tests.
Auto DMAIC Navigator
Guide teams through Define‑Measure‑Analyse‑Improve‑Control with data‑driven insights and task checklists.
Continuous Compliance Monitor
Agents validate process steps against SOPs, flag deviations, and auto‑generate CAPAs.
Hyperautomation Orchestrator
Combine RPA bots, API calls, and LLM reasoning to eliminate manual hand‑offs.
Data‑Driven Improvement Cycle
Our agent-powered improvement cycle continuously measures, analyzes, and optimizes your processes with real-time insights and automated actions.
Instrument & Ingest
Stream logs, sensors, and user events into a unified Lakehouse with process IDs.
Multi‑Agent Analysis
Discovery, anomaly, and root‑cause agents mine traces and highlight waste.
Action & Control
Agents generate solutions, trigger automations, and monitor KPIs in near real time.
PipeIQ Process‑AI Services
- ✅Process Mining Assessment — Event‑log extraction, conformance checks, and quick‑win backlog
- ✅Agent Blueprint Design — Map process KPIs to specialised agents and data contracts
- ✅Real‑Time Data Fabric — Ingestion pipelines, schema evolution, and Delta Live Tables
- ✅LLM & ML Model Tuning — Fine‑tune root‑cause and recommendation models on your domain data
- ✅Hyperautomation Integration — Trigger RPA, ServiceNow, or Mulesoft flows based on agent insights
- ✅Continuous Improvement COE — Dashboards, SLOs, and agile ceremonies to sustain gains
Accelerate Kaizen with AI Agents
Book a discovery call to deploy AI‑powered process‑improvement loops across your organisation.
