§00 / OPERATIONAL INTELLIGENCEv.2026.04

Own your output.

Connect your factory data. Surface improvement opportunities. Verify every dollar of savings — through a closed-loop ledger your finance team will sign off on.

Live · Plant 03 / Cell BSynced
OEE82.4+4.2%
Throughput1340+9%
Scrap2.8−12%
Saved$134Kverified
Scroll
$0.0M
Verified Savings
0+
Facilities Connected
0.0M
Metrics / Day
0
Countries Deployed
§01Outcomes

Proof, not promises.

Operational and financial impact measured with a repeatable methodology — so every stakeholder can trust what changed and why.

01.01
8–18%
Unplanned Downtime
Median range observed in first quarter of pilot customers
01.02
5–12%
Scrap Reduction
Line-level before/after variance adjusted for product mix
01.03
4–11%
Throughput Gain
Normalized by shift calendar and planned maintenance windows
01.04
10–14d
Time to First Win
From connector activation to first closed-loop savings event
SOC 2 TYPE II
ISO 27001
GDPR
TLS 1.3
AES-256
MULTI-TENANT ISOLATED
§02Process

Live in two weeks.

From data connection to a closed-loop verified savings report — without replacing anything you already run.

PHASE 01Week 1–2 / Connect & calibrate

Plug in. No rip-and-replace.

We sit on top of your current MES, SCADA, ERP, and historian stack. 43+ pre-built connectors — most plants are streaming inside an afternoon.

OPC-UAMQTTSAPIgnitionKepwareOSIsoft PI
PHASE 02Week 3–5 / Surface & prioritize

Nine specialists, one queue.

A purpose-built ensemble of AI specialists analyzes every signal around the clock — surfacing anomalies, predicting failures, ranking opportunities by dollar impact and confidence.

Anomaly DetectionPattern MiningFailure PredictionConfidence Scoring
PHASE 03Week 6–8 / Execute & verify

Close the loop. Sign-off ready.

Assigned actions, owners, deadlines. Before/after measurement reconciled against estimates. Finance gets a verified savings ledger — not a slide deck.

Verified Savings ReportAudit TrailFinance Reconciliation
§02.5Live solar line

Walk a solar cell line through the AI's eyes.

From wafer slicing to flash-test — hover any tool for live status, click to see what KaizenFlow surfaced: the finding, the fix, and the dollar impact.

§03 / Intelligence Layer

Nine specialists, one queue.

01 / 09 — Anomaly Sentry
SPECIALIST 01

Anomaly Sentry

Multi-method voting — Z-score, MAD, IQR, Isolation Forest — catches quality drift before it compounds into scrap or downtime events.

Z-SCOREMADIQRISOLATION FOREST
SPECIALIST 02

Throughput Analyst

Identifies bottleneck cells, calculates capacity utilization curves, and recommends sequencing changes that lift throughput without capex.

CAPACITY MODELINGBOTTLENECK ANALYSIS
SPECIALIST 03

Quality Sentry

SPC limits, Cpk monitoring, defect-to-process correlation. Surfaces the upstream signals predicting tomorrow’s quality holds.

SPCCPKDEFECT CORRELATION
SPECIALIST 04

Energy Optimizer

Demand-curve fingerprinting, peak shaving recommendations, idle-load detection. Cuts $/unit-output by trimming the hidden draw.

DEMAND CURVESPEAK SHAVINGIDLE DETECTION
SPECIALIST 05

Reliability Forecaster

MTBF prediction by asset class, failure-mode clustering, lead-time alerts. Converts unplanned events into planned interventions.

MTBFWEIBULLFAILURE MODE
SPECIALIST 06

Schedule Strategist

Changeover compression via SMED-aware sequencing. Re-orders the day to minimize setup loss without breaking promised dates.

SMEDSEQUENCINGSETUP MINIMIZATION
SPECIALIST 07

Yield Modeler

First-pass yield analytics, scrap-root attribution, rework cost rollup. Tells you which loss streams are worth the engineering hour.

FPYROOT-CAUSEREWORK COST
SPECIALIST 08

Maintenance Planner

Predictive intervals replace fixed schedules. Parts forecasting, technician load smoothing, and avoided-failure quantification.

PREDICTIVE INTERVALSPARTS FORECAST
SPECIALIST 09

Savings Auditor

Confidence-weighted before/after measurement, baseline normalization, finance reconciliation. The verified ledger CFOs sign off on.

BASELINE NORMCI-WEIGHTINGFINANCE RECON
§04Connectivity

Forty-three connectors, zero rip-and-replace.

We sit on top of the systems you already run. Sync your ERP, MES, SCADA, and IoT stack into one queryable plane.

ERP / Business
SAP
Business Central
NetSuite
Oracle EBS
Infor
Epicor
SCADA / Historian
OSIsoft PI
Ignition
Kepware
FactoryTalk
Wonderware
GE Proficy
PLC / Controllers
Rockwell
Siemens TIA
Mitsubishi
Beckhoff
Omron
Protocols
OPC-UA
MQTT
Modbus
REST
ODBC / SQL
CSV / SFTP
+ 12 more →
§05Return Modeling

Model the upside.

Drag the controls. Estimates use the median improvement ranges observed across pilot customers — a starting point, not a promise.

15101520+
$10M$100M$250M$500M
5h50h100h200h
0.5%3%6%10%
Estimated Annual Savings — Median Range
$2.4M
Range: $1.3M$3.4M annually
Downtime Recovery$546K
Scrap Reduction$383K
Throughput Gain$1.4M
Energy Optimization$113K
Conservative estimate · 8–18% downtime reduction · 5–12% scrap reduction · 4–11% throughput · 3–7% energy
Pilot customers receive a verified before/after report at 8 weeks.
§06Engagement

Prove ROI before committing.

Every plan includes onboarding and a dedicated success engineer. Pilot-to-subscription transition terms reviewed before kickoff.

Pilot
$7k–$15k8-week engagement
Prove ROI in one facility before scaling to the network.
  • 1 facility, 2 connectors
  • Weekly ROI reviews
  • Dedicated success engineer
  • Verified savings report
Start Pilot →
★ Recommended
Pro
$3,500per month · up to 8 facilities
Full platform access with advanced analytics across your operation.
  • Everything in Pilot
  • Advanced TEEP analytics
  • Reliability dashboards
  • Cross-dept collaboration
  • Audit trail & compliance
  • Priority support
Get Started →
Enterprise
Customunlimited scale
Private deployment for regulated and multi-site operations.
  • Unlimited facilities
  • Private VPC deployment
  • Custom connectors & SSO
  • Dedicated CSM
  • SLA guarantee
Talk to Sales →
verified.
§07 / Engagement Window — Eight Weeks

Own your output.

Connect your data. Surface opportunities. Get a verified savings report — in eight weeks.

Book Demo →Request ROI Workbook

© 2026 KAIZENFLOW AI

OPERATIONAL ANALYTICS · DECISIONS REMAIN WITH CUSTOMER TEAMS