MartinAI
MARTIN INTELLIGENCE / ONLINE

Utility
data.
Thinking back.

MartinAI gives you access to your utility data, builds the dashboards and views that make sense of it, and turns granular usage into decisions: lower costs, smarter planning, and cleaner energy and emissions management, for every commodity, worldwide.

ANYfield · any layout
ALLutility commodities
GLOBALdeployment ready
EXTRACTION CORTEXevery field resolved
KNOWLEDGE MESHprovenance linked
MULTI-UTILITY BILLSELECTRICITY · GAS · WATERGREEN BUTTONINTERVAL METER DATATARIFF VALIDATIONRETSCREENENERGY STARBENCHMARKINGMEASUREMENT & VERIFICATIONEMISSIONS TRACKINGWHOLESALE PRICE FEEDSMULTI-UTILITY BILLSELECTRICITY · GAS · WATERGREEN BUTTONINTERVAL METER DATATARIFF VALIDATIONRETSCREENENERGY STARBENCHMARKINGMEASUREMENT & VERIFICATIONEMISSIONS TRACKINGWHOLESALE PRICE FEEDS
01 / THE PLATFORM

One brain.
Six intelligences.

MartinAI is not a single tool. It is a connected system of modules that share one reasoning core: read a bill, validate it against a tariff, manage a portfolio, ask a governed question, or map the infrastructure. Every commodity, anywhere in the world.

MOD.01Document perception

Document Intelligence

Reads any utility bill or statement, across every commodity and layout, and resolves each one into a single clean, structured object.

Every field, any layoutAll commoditiesPDF · image · scan
MOD.02Truth & compliance

Validation & Compliance

Cross-checks extracted data against published tariffs and cross-field relationships, flagging billing errors, anomalies and rate mismatches before they cost you.

Tariff validationStandardized feedsAnomaly detection
MOD.03Portfolios & M&V

Energy & Utility Management

Boards, facilities and meters in one place, with usage ingestion, benchmarking, measurement and verification, emissions tracking and bilingual support.

Facility & meter graphBenchmarking + M&VEmissions tracking
MOD.04Trusted domain AI

Trusted Domain Intelligence

A governed knowledge layer that answers questions with confidence scores and provenance, and can be deployed sovereignly inside your own environment.

Curated knowledgeConfidence + provenanceSovereign / governed
MOD.05Geospatial intelligence

Infrastructure Mapping

Interactive maps of energy and utility infrastructure: generation, networks, loads and live prices, turning invisible systems into something anyone can explore.

Infrastructure mapsLive price signalsGlobal-ready
MOD.06Collection & onboarding

Data Collection

Self-serve collection at scale: customers upload bills and standardized data, which is normalized for programs, audits and analytics.

Self-signup portalsBulk uploadProgram-ready data
02 / FROM DATA TO DECISIONS

Get more from
every kilowatt-hour.

MartinAI does not just read your bills. It opens up your utility data, shapes it into dashboards and views, and surfaces the granular detail that drives better decisions: lower costs, smarter planning, and cleaner energy and emissions performance.

Access your data

Break usage out of PDFs and portals. Every meter, bill and interval in one place, structured and ready to use.

Dashboards & views

Purpose-built dashboards and flexible views that turn raw records into a picture your whole team can read.

Granular insight

Drill from a whole portfolio down to a single interval. See the detail that monthly summaries hide.

Visualize everything

Charts, maps and trends that make patterns obvious and decisions faster.

Reduce costs

Catch billing errors, tariff mismatches and waste before they add up, then act on them.

Plan utilization

Read load and consumption patterns to plan capacity, procurement and efficiency measures.

Energy management

Run facilities, meters and measures with benchmarking and measurement & verification built in.

GHG & intensity

Track emissions, carbon intensity and progress against targets, updated automatically.

03 / LIVE INTELLIGENCE LAB

Watch a bill
become intelligence.

The interface exposes the hidden work: visual regions are detected, semantic agents collaborate, fields are resolved, relationships are checked, and a normalized utility object emerges in real time.

MARTIN CORE // LIVE PROCESS 04-UTILITY-DOCSYNCHRONIZED
INPUT / BILL TOPOLOGY
19 regionsvisual topology
6 classessemantic zones
REASONING / AGENT MESH
ACTIVE
Layout Agent

visual region model / active

Utility Agent

Ontario profile / matched

Field Agent

semantic map / resolving

Validator

cross-check loop / stable

OUTPUT / SYSTEM STATE
99.4%multi-pass validation
ALLcomplete extraction map
READYstructured object available
UTILITY.v4normalized intelligence
04 / COGNITIVE ARCHITECTURE

Not OCR.
An intelligence stack.

MartinAI is a layered system. Each layer reduces a different kind of ambiguity: from where information exists, to what it means, to whether it is internally consistent and trustworthy.

NEURAL STACK / 06 ACTIVE LAYERSLOAD
LAYER.01
Visual Perceptionregions, tables, labels, usage graphs
93% active
LAYER.02
Utility Recognitionformat profile, layout memory, utility context
88% active
LAYER.03
Semantic Extractionaccount, meter, billing, usage, charges
97% active
LAYER.04
Relationship Reasoningdates, units, totals, periods, dependencies
82% active
LAYER.05
Validation Meshcross-field consistency + anomaly detection
91% active
LAYER.06
Knowledge Synthesisgoverned, provenance-linked domain output
100% ready
COGNITIVE RADARLIVE
every field mappedcomplete field graph
12 relation classescontext dependencies
4 validation passesconsistency mesh
1 governed truthprovenance-linked output
05 / SIGNAL PATH

From document noise
to usable truth.

Every stage removes ambiguity. What begins as a visually inconsistent document ends as a predictable, machine-readable and governed utility intelligence object for the systems that depend on it.

01

Ingest

Utility bills, Green Button feeds and meter data enter the perception layer.

02

Perceive

Visual regions and semantic zones are detected across any layout.

03

Reason

Fields are interpreted inside utility- and tariff-specific context.

04

Validate

Relationships, totals and tariffs are checked for consistency.

05

Synthesize

Governed, machine-ready intelligence flows to downstream systems.

06 / GET IN TOUCH

Put your utility data
to work.

From a single bill to a global portfolio, MartinAI turns raw utility data, across every commodity, into structured, trustworthy information. Contact us and we'll show you what it can do.