01
Connect
Plug into MES, SCADA, ERP, and historians through 43+ pre-built connectors. No rip-and-replace - most plants are streaming within an afternoon.
The Platform
From plant signal to finance sign-off.
KaizenFlow is one closed loop: connect the systems already running your floor, let an AI ensemble surface and rank every opportunity, then reconcile the results into a verified savings ledger your finance team signs.
The loop
One closed loop, four moves.
Connect, surface, decide, verify - then do it again. Every cycle compounds, and every dollar is reconciled before it is claimed.
02
Surface
Nine AI specialists analyze every signal around the clock - flagging anomalies, predicting failures, and ranking each opportunity by dollar impact and confidence.
03
Decide
Assign owners, actions, and deadlines. Role-based approval keeps every recommendation governed, traceable, and auditable end to end.
04
Verify
Before/after measurement reconciles against the estimate. Finance receives a verified savings ledger - not a slide deck.
Data layer
One plane over everything.
A single queryable layer across the systems you already run - real-time tags and historical context, normalized for shift calendars and product mix.
ERP / Business
SCADA / Historian
PLC / Controllers
Protocols
Intelligence layer
Nine specialists, one queue.
A purpose-built ensemble works your data around the clock - multi-method, confidence-scored, and ranked by dollar impact, with a human in the loop on every call.
/01
Anomaly Sentry
Multi-method voting (Z-score, MAD, IQR, Isolation Forest) catches quality drift before it compounds.
/02
Throughput Analyst
Finds bottleneck cells and sequencing changes that lift output without capex.
/03
Quality Sentry
SPC limits, Cpk monitoring, and defect-to-process correlation surface tomorrow’s holds today.
/04
Energy Optimizer
Demand-curve fingerprinting and idle-load detection trim the hidden draw per unit.
/05
Reliability Forecaster
MTBF prediction and failure-mode clustering convert unplanned events into planned ones.
/06
Schedule Strategist
SMED-aware sequencing compresses changeovers without breaking promised dates.
/07
Yield Modeler
First-pass yield analytics and scrap-root attribution rank the loss streams worth fixing.
/08
Maintenance Planner
Predictive intervals replace fixed schedules, with parts and technician-load forecasting.
/09
Savings Auditor
Confidence-weighted before/after and finance reconciliation - the ledger CFOs sign.
The verified ledger
Proof your CFO signs.
The difference between a recommendation and a result. Every action is measured against a normalized baseline and reconciled with finance before a dollar is claimed.
Baseline normalization
Adjusted for shift calendar, product mix, and planned maintenance - so the before is honest.
Confidence-weighted measurement
Before/after deltas are scored, not asserted. Low-confidence claims never reach the ledger.
Finance reconciliation
Estimated savings are matched to actuals your finance team can trace, line by line.
Full audit trail
Every recommendation, owner, and outcome is logged and exportable for audit.
Verified savings - Line 3 changeoverlive
Estimated
$127K
Actual
$134K
Confidence
87%
FINANCE SIGNED · CLOSED LOOP
Governance
Governed by default.
AI surfaces options; your team decides. Every action is permissioned, attributable, and reversible - built for regulated, multi-site operations.
01
Role-based access
Admin, Manager, Engineer, Viewer - scoped to your org structure.
02
Audit trail
Every recommendation and action logged and exportable.
03
Advisory-only AI
Suggestions are advisory; final decisions stay with your team.
04
Encrypted & isolated
TLS 1.3 in transit, AES-256 at rest, strict tenant isolation.
For the whole committee
One platform, three readers.
Operations, engineering, and finance each see the same truth in the language they buy in - so the decision clears the room.
Operations
Live OEE, downtime, and scrap by line - each with the next best action ranked by dollar impact.
Engineering
Root-cause signals, failure forecasts, and SMED-aware scheduling, every claim traced back to the data.
Finance
A verified savings ledger with baseline-normalized before/after - audit-ready, sign-off ready.
Book a platform walkthrough.
We’ll model the closed loop against your own plant data - connectors, opportunities, and the verified savings report you’d get in eight weeks.