Auto-ARIMA · ETS · Theta
Classical statistical models
MIRIDIA AI STUDIO
Your operations on autopilot,
your data on demand
The intelligence layer over the platform you already run. AI Studio watches your orders, deliveries, and stock around the clock, flagging issues before your customers notice and automating the reporting, compliance checks, and data digging nobody wants to do. And when you have a question, just ask it in plain language.
OPERATIONS AUTOPILOT
AI that watches your operation so you don’t have to
Autopilot keeps an eye on your orders, deliveries, and stock around the clock. It spots the late shipment, the stalled order, and the number that doesn’t look right, and notifies you before your customer ever notices. Compliance checks, recurring reports, and routine data digging run themselves.
- Order & delivery monitoring, around the clock
- Issues flagged before customers notice
- Compliance checks & recurring reports, automated
- Anomalies in your numbers surfaced, not searched for
Autopilot Watching 214 orders · 38 shipments Delivery running late SH-2481 to Durban is 2 days behind schedule. Flagged before the customer noticed.
Anomaly in your numbers Returns for CC-CHOC-500 are up 3× week-on-week.
Weekly compliance report sent Generated, checked, and delivered to ops, 0 exceptions.
DEMAND FORECASTING
Forecasts that feed your procurement
Statistical and machine-learning models learn the seasonality, trend, and demand patterns in your order history, then push SKU-level forecasts straight into MRP and replenishment, so purchasing decisions stop being a guess.
- Seasonality & trend detection per SKU
- Backtested against your own history
- Feeds directly into MRP and replenishment
- Confidence intervals, not just point estimates
Demand forecast Example data Actuals Forecast Confidence
ASK YOUR DATA
Ask your data a question
An AI-assisted exploration layer over your operational data. Ask in plain language about stock risk, supplier lead times, or slow-moving inventory, and get an answer with the chart to back it up. No SQL, no BI ticket queue.
- Natural-language queries, schema-aware
- Answers grounded in your live operational data
- Generates charts and tables inline
- Drill down without writing a single query
AI Studio Example data Which SKUs risk stocking out next week?JD
3 SKUs are projected below safety stock by Jun 8, based on the current 7-day demand forecast.
stock-out probability · next 7 daysDATA WAREHOUSING
Your data, in your warehouse
A pluggable pipeline syncs operational data into a database you own that stays clean, BI-ready, and yours to keep. Point Power BI, Metabase, or Looker at it and build whatever reporting your business actually needs.
- Syncs to a client-owned database
- Scheduled, incremental updates
- BI-ready, analytics-friendly schema
- Connect any BI or notebook tool
Data pipeline Operational dataOrders, inventory, suppliers
01Scheduled syncIncremental, BI-ready
02Your warehouseA database you own
03Connect any BI tool
Power BIMetabaseLookerNotebooks
SEE IT IN ACTION
From plain-language question to answer
Ask about your operation and watch AI Studio turn it into a live chart you can act on. No SQL, no BI ticket queue.
UNDER THE HOOD
Proven engines, not magic
Forecasting is powered by established statistical and ML models, chosen per series for accuracy and wired directly into planning.
XGBoost & LightGBM
Gradient-boosted ML demand models
Ensemble
Weighted blend of the top performers
Champion selection
Backtested per SKU on your history
MAKE. MOVE. MEASURE.
Want early access to AI Studio?
We're rolling these capabilities out with design partners first. Book a demo and we'll show you what's live today and what's next.