Industry

Platform

One operating system for production planning.

Design your line, simulate forward with DES, inject chaos events, trace ripples, and close the loop with shop-floor actuals — all in one platform.

01

Model the real factory

Lines, routings, calendars, alternates — your shop floor, digitally twinned.

02

Simulate forward with DES

Event-driven engine captures queues, blocking, and variability.

03

Inject discrete events

Breakdowns, material delays, demand surges — measure commitment impact.

04

Close the loop with actuals

Shop-floor timings calibrate your model and trigger automatic replan.

Six modules. One closed loop.

Design

Factory & Line Design

Top-down layouts, drag-and-drop stations, primary/secondary/bypass routes. Per-station cycle times, distributions, MTBF/MTTR, resource pools.

Plan

Production Planning

Order and batch entry with ATP/CTP feasibility, calendar-aware ideal/ASAP/Start-now options, lot splitting, campaign windows, and material readiness gates.

Simulate

DES Scheduling Engine

ManPy-inspired event engine: Source → Machines → Queues → Exit. Captures waiting, blocking, starvation that Gantt tools miss.

Stress

Discrete Event Chaos Testing

Inject breakdowns, material delays, worker absence, rework, demand surges. Test it in software before the shop floor finds out.

Trace

Ripple Observability

Trace a delay from source through every downstream stage. Per-commitment severity. Stage-to-stage what-if queries.

Loop

Actuals → Calibration → Replan

Capture shop-floor timings, recalibrate recipes, and auto-replan remaining steps from actual finish time.

Platform advantages that apply everywhere.

The same DES core powers critical manufacturing rigor, pharma batch planning, aerospace programs, and CNC job shops.

01

DES engine, not static Gantt

Event-driven simulation captures queues, blocking, and starvation that spreadsheets and ERP schedulers miss — across discrete, process, and hybrid lines.

02

Ripple observability

Trace any delay from source station through every downstream stage. Per-commitment severity with station-level attribution.

03

Critical mfg traceability

Simulation history, commitment diff, and deterministic replay — the evidence layer regulated and high-stakes environments require.

04

Chaos testing before the floor

Inject breakdowns, material delays, demand surges, and rework. Measure impact in software before the shop floor or QA finds out.

05

Closed-loop calibration

Shop-floor actuals recalibrate recipes and trigger automatic replan — keeping your digital twin aligned with reality.

06

Alternate-route resilience

When primary equipment is down, DES finds the next compliant path — qualified alternates for aerospace, pharma, and discrete alike.

07

Calendar-aware planning

Shifts, holidays, maintenance windows, and equipment calendars baked into every feasibility check and simulation run.

08

Earlier-than-human alerts

Amber and red warnings fire days before a slip becomes a missed commitment — orders, batches, programs, and release windows.

Spreadsheets pretend. DES proves.

RippleFlo simulates your factory as a sequence of events — jobs arriving, machines starting, breakdowns happening, repairs finishing. It captures the queueing, blocking, and starvation that static Gantt tools can’t see.

Spreadsheet / static GanttRippleFlo DES
Assumes fixed durationsModels queues & contention
One delay = manual fixRipples propagate automatically
Ignores shifts and holidaysFactory calendar aware
Hard to compare scenariosBaseline vs scenario side-by-side
No audit trailSimulation history archive
Discrete event simulation timeline
Monte Carlo
1 – 20 runs
per scenario in Simulation Lab
Recipe routing
+ Alternates
when primary is unavailable

Don’t discover the ripple on the floor. Inject it in software first.

Machine breakdown
station · duration · start
Material delay
SKU or order-specific
Quality reject / rework
quantity multiplier
Demand surge
+25%, +50%, custom
Scenario
CNC1 down · 600 min · Tuesday 06:00
+3
Late orders
2h 41m
Avg slip
88%
On-time
Compare against baselineOpen in War Room
Ripple propagation map across station nodes
Crisis level
Amber

From source station to customer commitment in one trace.

See exactly how a delay propagates. Severity scoring (on track / at risk / late / critical) per commitment. Attribution per station. Open the War Room for crisis-level coordination with pre-commit blast preview.

Per-commitment severity
On track · At risk · Late · Critical
Station attribution
% from source vs downstream queue
Pre-commit blast preview
See who gets hit before publishing
Replan Assistant
Overtime, alt route, split, defer

Plan once. Calibrate continuously.

Plan
DES schedule
Execute
Actuals captured
Measure
Variance reports
Calibrate
Recipe tuning
Replan
Auto reschedule

600 minutes on CNC1. Three lots, three different stories.

Naive schedulers say “later = worse.” RippleFlo measures slip per order against its own plan — so Lot 2/6 finishes 4 hours late while Lot 3/6 only slips 40 minutes because its downstream path took an alternate route.

  • Per-commitment slip with attribution (% CNC1 vs downstream queue).
  • Stage-to-stage trace: if CNC1 slips, when does Final QC move?
  • Pre-commit blast preview — before you publish, see who gets hit.
Ripple impact · CNC1 downtime
600 min
Lot 1/6
+0 min
Lot 2/6
+4h 12m
Lot 3/6
+40 min
Lot 4/6
+2h 05m
Lot 5/6
+5h 30m
Lot 6/6
+1h 10m

Engineered for critical manufacturing — where every slip has stakes.

Pharma, aerospace, medical devices, defense, process, and regulated discrete. Environments where every minute is traceable, every change is reviewed, and every customer commitment is contractual. RippleFlo brings the rigor.

100%
of schedule changes captured in audit log
0
spreadsheet-driven late-discovery surprises
Minutes
to reproduce any historical scenario
01

Audit-grade traceability

Every schedule decision, simulation run, and replan is archived. Export the pegging tree from commitment back to root cause for internal review or regulator.

02

Validate before you commit

Pre-commit blast preview shows exactly which lots, batches, and customer promises shift — before a single change touches the floor.

03

Release & commitment risk scoring

Risk analytics flag equipment conflicts, calendar collisions, and CAPA-style actions before they become deviations — for batches, orders, and programs.

04

Deterministic replay

Re-run any historical scenario with identical inputs. Reproduce, review, and defend every scheduling decision you ever made.

05

Earlier-than-human warning

Amber and red alerts fire days before a slip becomes a missed commitment — giving QA, planning, and customer success room to act.

06

Alternate-route resilience

When a qualified machine goes down, DES finds the next compliant route automatically — respecting validated equipment trains.

Defensible schedules. Reviewable decisions. Repeatable outcomes.

Simulation History preserves every run with station metrics, event traces, and CSV exports. Commitment Diff captures what changed and why. Recipe calibration links shop-floor reality back to your planning model — closing the loop your quality team already expects.

  • Pegging tree from customer order → lot → batch → operation
  • Full simulation archive with replay and export
  • Commitment Diff for every schedule publication
  • Role-aware change preview before publishing
Book a demo
pegging.trace · LOT-2208-B
PO #48201 · Customer ACME-Bio
└─ Batch BX-77 · Release Sep 14
└─ Lot 2208-B · 4h slip
└─ Op 040 · CNC1 down 600m
└─ Reroute → CNC3 (validated)
└─ Audit entry #91244 ✓
Sign-off
QA · Planning · Ops
Replay
Deterministic ✓