Manufacturing
Tier-weighted demand, sequencing for changeover-heavy lines, and clear-to-build against finite tooling. Auto, industrial and engineering all fit here.
Solutions
Outcomes, mapped to how your business runs
Start with demand accuracy or with feasibility on the floor. Either way every solution reads the same spine, so a win in one area carries into the rest.
By capability
Five jobs, one coherent plan
Demand planning and sensing
Forecasts planners actually trust
An ensemble of models routes each item by how intermittent it is, corrects outliers and grades data quality, then explains itself. Sensing layers in external signals with a capped adjustment.
- Cross-validation and decomposition you can audit.
- ABC-XYZ segmentation to focus planner effort.
- Seasonality for festivals, weather and end-of-quarter pushes.
Supply and inventory
Right stock, right place
Quantile safety stock places inventory where service needs it across echelons. It is demand-aware and a lot smarter than a flat days-of-cover rule. Netting and replenishment keep the network lean.
- Probabilistic multi-echelon optimization, documented end to end.
- Reorder and safety stock that move with the forecast.
- Clear-to-build readiness, so you commit only what you can supply.
S&OP and IBP
Finance and operations on one number
Run a light cadence of snapshot, review, consensus and commit on top of immutable plan snapshots. Reconcile volume to value with built-in costing.
- Scenario branches make the consensus debate concrete and comparable.
- Demand-shaping levers like promo and launch, modeled as scenario deltas.
Production scheduling
Schedules that respect the floor
A constraint-aware Gantt sequences against a finite capacity ledger across line, machine, tooling and workforce. It minimizes changeovers and surfaces contention before it bites.
- Order promising with an OTIF impact simulator.
- Costed recovery when a disruption hits, ranked so you fix what pays first.
Control tower and risk
See risk in money, act in one place
Stock, SPC, supplier and OTIF signals land in one queue with a Financial Blast Radius attached. Know that a ₹2 part threatens a ₹5-lakh order, and simulate the fix in a click.
- Role-routed, with email and WhatsApp push for criticals.
- Supplier blast-radius and Item 360 in the same view.
Exception queuelive
- StockCirclip 8mm below reorder₹5.0L
- SPCCpk drift, Line 41.12
- OTIFOrder #4471 at risk
By industry
Built for any business that plans supply and demand
The spine adapts through a company.yaml file, not custom code, so the same platform fits very different operations.
Retail and distribution
Store and DC demand sensing, multi-echelon stock, and replenishment that respects shelf life and promotions.
Pharma and healthcare
Batch and shelf-life aware planning, SPC for process control, and quality holds reflected straight into feasibility.
Consumer goods
High-velocity demand sensing, festive and weather seasonality, promo lift as a lever, and stock placement across distribution.
Logistics and 3PL
Network-wide visibility, capacity balancing across nodes, and a control tower that turns disruption into a ranked action list.
Something else?
If you balance supply against demand, the spine fits. Tell us your constraints and we will map it.
Talk to usOutcomes
What good planning is worth
94.2%
forecast accuracy
-22%
finished-goods stock
+4 pts
OTIF improvement
2 mo
to a live plan
Illustrative ranges based on typical mid-market engagements.