The operations intelligence vocabulary, defined.
Operations intelligence borrows terms from supply chain (SCOR), process mining (IEEE XES), and data quality (ISO/IEC 25012). Plain-English definitions with the math behind each.
In-depth guides
Beyond the definitions below, these guides go deep on the operational leaks that quietly erode ecommerce margin:
- The hidden costs of ecommerce — the seven places margin leaks
- 3PL billing audit — how to find overcharges in fulfillment invoices
- Dimensional weight overcharges — with a free calculator
- 3PL cost calculator — estimate your true all-in cost
- The true cost of returns — with a returns calculator
- Cost to serve — what every order actually costs
- Ecommerce operations analytics — the category explained
A
Activity Mining
Multi-factor classification that distinguishes system, carrier, and human actors in your event log. Used to identify which steps are truly automated versus masquerading as automated.
Actor Performance
Detector that compares throughput across actors (carriers, warehouses, employees) and flags systemic slowness or specific underperformers. Underpins carrier scorecards.
B
Bottleneck Detection
Identifies the slowest transition between process steps, weighted by volume and dollar impact. The most common detector by finding count.
Baseline
The rolling reference value for any metric, transition, or actor, calibrated to your store’s normal. Drift detection compares live values against the baseline.
C
Carrier Scorecard
Performance comparison across shipping carriers, speed, cost, exception rate. Surfaces switch recommendations with dollar savings attached.
COGS
Cost of Goods Sold. The direct cost of the product itself, used in profitability and Cost-to-Serve calculations.
Confidence (calibrated)
The reliability score on every Instirio finding, derived from sample size and signal strength. Visible alongside every dollar number, we’d rather show 88% with a reason than 100% without one.
Conformance
How closely your actual order flow matches the canonical lifecycle. Deviations (rework loops, missing steps, unexpected variants) are flagged.
Cost to Serve (CTS)
SCOR-standard metric measuring the total operational cost per order, broken into five categories: Plan + Source + Make + Deliver + Return. Answers “how much does it really cost to fulfill an order?”
Cycle Time (RS.1.1)
SCOR-standard metric measuring end-to-end fulfillment time from order to delivery, decomposed into Source (order → payment), Make (payment → shipped), and Deliver (shipped → delivered) phases.
D
Detector
A single rule or model that surfaces one type of operational issue, bottleneck, return leakage, payment friction, etc. Instirio runs 15, organized into four tiers: Structural, Behavioral, Operational, Quality.
Drift Detection
Continuous monitoring against each metric’s normal range. Flags when a metric drifts meaningfully from normal, and tags it as a regression if a previously-fixed problem starts coming back.
DPA (Data Processing Addendum)
The contract between you (data controller) and Instirio (data processor) governing how we handle personal data on your behalf. GDPR-aligned with template available at privacy@instirio.com.
H
Health Check
Automated data-integrity validations, 8 P0 checks run after every sync, 8 P1 checks run hourly. They validate that Instirio’s own numbers are accurate before showing them to you.
I
IEEE XES
The IEEE 1849 standard for process-mining event logs. Specifies how Case ID, Activity, Timestamp, Resource, and Lifecycle attributes should be represented. Every Instirio event is XES-aligned with, exportable to any process-mining tool.
ISO/IEC 25012
The international standard for data quality models. Defines characteristics like completeness, accuracy, consistency, and traceability. Instirio’s 16 health checks map to these characteristics.
M
Multi-method detection
The 
Halia design principle: don’t rely on a single algorithm. Combine statistical baselines, machine learning, graph reasoning, and continuous monitoring, each handling the part of the problem it’s best at.
O
Operations Intelligence
Real-time analytical processing of operational data to support interactive decision-making, Gartner’s category. Instirio is an operations intelligence platform purpose-built for SMB e-commerce.
Overlap deduplication
When multiple detectors agree on the same underlying issue (e.g., SLA breach + drift on the same metric), Instirio collapses them into a single finding to avoid double-counting and alert fatigue.
P
Perfect Order Rate (POR)
SCOR-standard metric, the percentage of orders delivered on-time, in-full, damage-free, with accurate documentation. Calculated as the product of all four factors. The single best indicator of operational health.
HaliaHalia
Process Reasoning + Intelligence Standards Model, the detection engine inside Instirio. Runs 37 detectors blending statistical and machine-learning approaches, grounded in three industry standards (SCOR, IEEE XES 1849, ISO/IEC 25012).
Halia.htmlProcess Mining
The discipline of analyzing event logs to discover, monitor, and improve real business processes. Pioneered by Wil van der Aalst at TU/e. Instirio applies process mining methodology to e-commerce order flows.
R
Return Leakage
Detector that quantifies the dollar cost of returns, return shipping, processing labor, stock loss, as a single number per month. Shows the cost of returns, not just the rate.
Regression Detection
A subset of drift detection: when a previously-fixed issue crosses its original detector threshold again, Instirio tags the finding as a regression. The opposite of “we shipped the fix and forgot.”
Rework Loop
Backwards edges in the order flow graph, orders that move from a later state back to an earlier state. Indicates inefficient processes (e.g., quality re-inspection cycles).
S
SCOR (Supply Chain Operations Reference)
Industry-standard framework from ASCM (Association for Supply Chain Management) defining standardized metrics for supply chain performance. Instirio implements the SCOR Digital Standard for e-commerce: Perfect Order Rate (RL.1.1), Cycle Time (RS.1.1), Cost to Serve (CO.1.1).
SLA Breach
An order or transition that exceeds a defined threshold (ship within 48h, refund within 5 business days, etc.). Instirio tracks compliance percentage and flags breach risk before you cross suspension thresholds, like Amazon’s 4% rule.
Stuck Order
An order that has been idle in a non-terminal state for longer than expected (default 24h+). Instirio detects all stuck orders, no batch cap, and surfaces dollar impact per stuck order.
Severity
The priority assigned to a finding, computed from delay magnitude, dollar impact, and affected order volume. Drives the rank order in your top-findings list.
T
Transition
The movement of an order from one state to another, Order Created → Payment Received, Packing Started → Shipped, etc. Transition timing is the foundation of bottleneck detection.
Time Patterns
Detector that identifies dead zones in your order flow, hours or days when orders consistently stall. Surfaces issues like supplier batch schedules and warehouse off-hours.
V
Variant Analysis
Identification of process paths that differ from the canonical lifecycle. New variants emerging at meaningful volume are surfaced as findings, useful for catching new failure modes early.
X
XES (eXtensible Event Stream)
The IEEE 1849 standard for representing process-mining event logs. Instirio events are fully XES-aligned with, exportable to Celonis, Disco, or any other process-mining tool. See IEEE XES.
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Every term above is explained in depth in our resources library.