The platform

An intelligence layer between your data and the answer.

ORE doesn't ask a language model to do your maths. ORE stands for Operational Response Engine: a real calculation engine works out every metric, trend and forecast first, then the AI explains what it means in plain English. Exact numbers, real statistics, no invented trends.

The principle

The AI is the narrator, not the calculator.

Generic AI tools hand raw rows to a language model and hope it spots the trend. It can't compute a percentage, has no statistical basis for "revenue is declining," and will confidently invent a number. ORE flips this: every figure is pre-computed, the model only translates.

  • Real maths, done properly. A dedicated engine works out the totals, comparisons, correlations and statistical checks behind every answer.
  • Grounded narration. The model receives the finished result and is told plainly: these numbers are exact, do not recalculate them.
  • Lead with what matters. Every answer opens with the single most important finding, then the action.
ore · query pipeline
user question
↳ intent extraction
↳ query execution
↳ analytics engine // computes
↳ structured result
↳ AI narrative // interprets
↳ reply + chart
Analytics engine

Ask it the questions you actually have.

ORE works out what you're really asking, whether that's a ranking, a trend, a comparison or a root cause, and runs the right calculation for it. Then it picks the right chart for you, and the right action, automatically.

Rankings & share

"Top customers by revenue." ORE groups, totals, sorts and works out each one's share, shown as a clean bar chart.

Trends over time

ORE measures the real trend and how strong it is, so "is revenue actually declining?" gets an honest answer instead of a guess.

Period comparisons

"Compare Q1 to Q2." Sums each period, computes the change, and shows them side by side.

Composition

"Revenue by channel." Share-of-total across categories as a pie or horizontal bar depending on how many there are.

Correlation

ORE measures how strongly two things move together, and whether the link is real or just coincidence.

Root cause

ORE breaks a change down contributor by contributor, so you can see exactly what moved the number and by how much.

Forecasting & prediction

See what's coming, not just what happened.

ORE forecasts where you're heading using your weekly and yearly patterns, and stays deliberately conservative when there isn't much history to go on. Either way you get a clear range, not false precision.

  • Revenue projection. "Revenue projected to grow +12% over the next 90 days," with upper and lower bounds.
  • Demand by SKU. Per-product forecasts ranked by recent demand, so you order ahead of the curve.
  • Days-to-stockout. Velocity vs. on-hand vs. lead time → a ranked list of what to reorder, by urgency, with the supplier named.
ore · forecast
Forecast revenue for the next quarter.
ORE · seasonal model · 28ms Revenue is trending up, projected +12% over 90 days (from $1.84M to $2.06M), seasonal model.
Prospectors

A team of AI analysts that never clocks off.

Prospectors are ORE's autonomous analysts. Each one watches a part of your business: inventory, purchasing, sales, customers, logistics, finance, operations and marketing. They run every hour, work out what changed since last time, reason about what it means, and act on it.

Anomaly detection

ORE automatically spots the freight cost, order or supplier that's behaving differently from the norm, and tags it by severity so you know what to look at first: critical, high, medium or info.

CriticalHighInfo

Change detection, not alert spam

A Prospector doesn't just fire when a number crosses a line. It tracks what changed since its last run: what's new, what's resolved, what's getting worse. Then it reasons about why it matters and raises a Signal to the right person.

InventoryLogisticsFinance
Signals

The right insight reaches the right person.

Finding the answer is only half the job. Signals turns a single insight into team action. Share any chart, finding or report with one colleague or the whole team, with a note attached, right where the data lives. True collaboration, true connectivity.

  • Share with a note. Pin a finding to a colleague with context like "Globex dropped 45% this quarter, worth a call." They see it the moment they log in.
  • Reply and @mention. Questions and decisions stay attached to the data that prompted them, so there's a record of what got done about it.
  • Prospectors raise them for you. When a Prospector finds something critical, the Signal goes straight to whoever owns that area. Finance issues to finance, supplier risk to procurement.
ore · signals
Daniel → Leo · pinned a chart Globex Corp dropped 45% this quarter. $312K of annual revenue at risk. Worth a call this week.
Leo replied On it. They're switching suppliers for fishing gear. Negotiating a volume discount to keep them.
Prospector · escalated Routed to Leo
Flagship modules

Deep tools for the work each team lives in.

Past the questions and the Prospectors, each domain has a flagship module: a full application built for the way that team actually works. Subscribe to the domains you run, and only those.

  • Procurement AnalystStock turn, demand forecasting, reorder and EOQ, dead stock and supplier comparison. Buy smart, not blind.
  • AtlasA live map of where your freight moves and what it costs, with delivery zones, carrier comparison and delay heatmaps.
  • AnvilAn escalation workflow that moves a problem across teams from raised to resolved, with DIFOT tracking built in.
  • Customer PulseCustomer health scores, churn prediction, revenue at risk, retention and NPS.
  • AssayMargin erosion, profitability by product, cost-change detection and pricing guidance.
Briefs & reports

From one question to the whole picture.

Ask a big question and ORE composes a multi-section answer: executive summary, revenue, customer health, inventory status, delivery performance, plus recommendations. Need it for the board? Get it as a formatted PDF.

  • Analytical briefs. "How is my business performing?" → a structured, sectioned answer inline in chat.
  • Board-ready PDFs. Monthly operations, supplier review and inventory health. Charts rendered, branded and ready to download.
  • On a schedule. A Prospector can auto-generate its report on the first of the month and deliver it to your desk.
monthly_operations.pdf
Executive summary Revenue up 12% MoM. Two suppliers slipped on lead time. Three SKUs need reorder this week.
Sections Revenue · Customer health · Inventory · Delivery · Recommendations
Generate a sample report
Connects to what you run

One structured picture of your business.

Orders & order lines

Revenue, tax, discounts, channel, city, gross profit by product. The transactional heart of the business.

Inventory

Quantity on hand, reorder points, inventory value and velocity, the basis for every stockout projection.

Shipments & freight

Carrier performance, delivery delay, freight-as-percentage, where margin quietly leaks.

Suppliers

Lead times, contact details and performance, so a slipping supplier is visible, not a surprise.

Customers

Order counts, value and health, to find who's growing and who's quietly churning.

Your sources

MYOB Acumatica, Shopify, WooCommerce, Hubspot, SAP and Dynamics via OData, SolBox, plus CSV, Excel and direct database. Translate once, operate everywhere.

Built for teams, built to trust

Ready for more than one person and one laptop.

Get started

Point ORE at your data. Watch it compute.

A 30-minute demo on real supply chain data. Bring the question your current tools won't answer.