Deploy Smarter.
Close with Confidence.

AMI is the platform that turns ATM deployment and closure decisions from gut feel into validated insight — backed by real data, spatial intelligence, and AI.

AMI AI
📊Intel
🌍GIS
🔍Forensics
📈Analytics
🏦Fleet
Closure Sim

Every ATM Is a P&L Decision

A single ATM costs SAR 150–250K per year to operate. If it's in the wrong location, that's the bill for a bad decision — repeated every year for the life of the lease. Most banks cannot answer: "Are our ATMs in the right places?"

01

Where to Deploy

Every new ATM is a 3–5 year commitment. The lease alone is SAR 50–120K/year. Choosing the right location is the single highest-leverage decision your ATM team makes.

02

Which to Close

A wrong closure doesn't just save costs — it leaks cardholders to competitors. Once they switch, they rarely come back. The cost of a bad closure is permanent revenue loss.

03

Where to Compete

Find competitor ATMs where your own cardholders are already withdrawing — and you're paying interchange for it. Place your ATM nearby and recapture those transactions.

Our Services

Platform — AMI
📊

ATM Intelligence

  • Per-ATM profitability: 4-level P&L
  • Transaction analytics & trend monitoring
  • EJ forensics: ghost transactions, component failures
  • Fleet management: contracts, SLAs, expiry alerts
🌍

Site Intelligence

  • Validated site scoring against real demand signals
  • Closure simulation: see where cardholders go
  • Competitive landscape mapping
  • Demand prediction & maturation curves

AMI AI

  • Ask questions in English, get instant answers
  • Self-service dashboard builder
  • 5 intelligence modes: KPIs to deep forensics
  • No SQL, no IT tickets, no waiting
Consulting & Advisory
01

ATM Ecosystem Assessment

Evaluate your ATM operation, data sources, infrastructure, and performance gaps. Establish a clear baseline before any transformation.

02

ATM Network Strategy

Deployment and closure recommendations, competitive landscape analysis, and network optimisation planning backed by data.

03

Vendor Advisory

Independent vendor assessment, performance evaluation, and strategies to reduce vendor dependency and lock-in.

04

Project Management

ATM rollout coordination, migration planning, vendor management, timeline control, and stakeholder reporting.

10+ AI Disciplines. One Integrated Platform.

AMI is not a chatbot bolted onto a dashboard. It is a purpose-built intelligence engine where over ten distinct AI disciplines work together — each one solving a specific class of problem that ATM teams face every day.

💬

Ask in English, Get Answers Instantly

No SQL, no IT tickets. Ask any question about your ATM network and get an explained, sourced answer in seconds.

  • Generative AI with multi-provider LLMs (on-prem & cloud)
  • Agentic AI: autonomous plan → query → analyse → verify pipeline
  • Natural language processing for document & query understanding
📈

Predict Where Cardholders Will Go

Model how cardholders choose ATMs, segment behaviour patterns, and predict demand shifts — before they happen.

  • Choice modelling: 7-coefficient cardholder utility model
  • Clustering & segmentation: mobility profiles, loyalty tiers
  • Regression & feature selection for demand drivers
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Place Every ATM Where It Earns the Most

Score every potential site, map competitive landscapes, and predict competitor closures — then deploy with confidence.

  • Multi-criteria site scoring with fuzzy logic optimisation
  • Geospatial AI: hexagonal indexing, gravity models, live routing
  • Survival analysis for competitor closure risk prediction

Spot Problems Before They Become Obvious

Detect transaction shifts, equipment failures, and unusual patterns automatically — your team acts on signals, not surprises.

  • Time series decomposition with change-point detection
  • Cascading anomaly classification across the ATM fleet
  • Process mining & EJ forensics for hidden failure patterns
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Every Answer Grounded in Your Data

The AI does not hallucinate. It searches your actual data, references proven query patterns, and cites its sources.

  • Retrieval-Augmented Generation with vector search
  • Domain-specific embeddings & golden SQL pattern library
  • Multi-stage verification: plan, execute, critique, confirm

See All 15 AI Techniques →

Where AMI Pays for Itself

A 1,000-ATM network spends SAR 150–250M per year to operate. Here's how AMI impacts that number.

How AMI Saves Money

10–15%
Fewer misplaced deployments
Better site scoring means fewer ATMs in low-demand locations. Each avoided mistake saves SAR 150–250K/year.
30–40%
Reduction in bad closure risk
Closure simulation shows where transactions go before you act. Avoid closures that leak cardholders permanently.
Up to 80%
Cut in site research time
Weeks of manual research — site visits, Google Maps, spreadsheets — done in minutes.
SAR 2–5M
Saved vs. consultant engagements
A live platform replaces one-off reports that are stale in 12 months.

How AMI Makes Money

5–10%
Uplift in new site performance
AMI-scored locations outperform gut-feel placements. Higher volume = more interchange revenue.
Interchange
Cost avoidance
Find where your cardholders use competitor ATMs. Place yours nearby. Stop paying interchange.
Network
Yield optimisation
Relocate underperformers to high-scoring locations. Same hardware, higher revenue.
Board-ready
Justified expansion
Every recommendation backed by validated scoring. Budget requests get approved faster.

Estimates based on industry benchmarks for a 1,000-ATM network. Actual impact depends on network maturity and data availability.

AMI Is Not Just Software

The platform is only as good as the foundation it runs on. That's why every AMI engagement starts with a structured advisory phase.

Phase 1 — Advisory & Data Foundation
Assess Study your ATM operation — fleet composition, vendor landscape, data sources, decision processes.
Collect Transaction data from your switch, asset registry, contract records, EJ logs. Structure what you have.
Analyse Baseline performance, cost structures, competitive landscape. First insights before the platform goes live.
Calibrate Scoring model calibrated to your market and your data. Your scores reflect your network.

Typical duration: 6–10 weeks

Phase 2 — Continuous Intelligence Platform
ATM Intel Live P&L, transaction analytics, EJ forensics, fleet management. Always current.
Site Intel Validated site scoring, demand prediction, closure simulation, competitive landscape.
Ask AMI Natural language AI across all your data. Self-service dashboards. No SQL required.
Continuous Runs every day. Scores update. Dashboards are live. Every decision backed by current data.

This is what stays after the engagement ends.

Consultants give you a report and leave. We give you a report AND a platform that keeps working.

How AMI Compares

CapabilityConsultantsNCR / DieboldTableau / Power BIAMI
Site suitability scoringOne-off report××✓ Live & validated
Closure impact simulation×××✓ Cardholder-level
Per-ATM profitability (P&L)×BasicBuild it yourself✓ 4-level, built-in
AI natural language queries××Limited✓ Banking-domain
KSA-calibrated modelVaries××✓ Live bank validated
Advisory + platformAdvisory onlyPlatform onlyPlatform only✓ Advisory builds the platform
On-premise deploymentN/AVariesCloud-first✓ Full data sovereignty
CostSAR 2–5M per engagementLicense + consultingLicense + build costAdvisory + platform subscription

Platform Demos

Explore AMI's capabilities in a live demo environment.

Site Intelligence Demo ATM Intel Demo

The decisions are yours.
The intelligence is ours.

Start with a ATM network review. See what becomes visible.

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Contact
Saiful Said
📱
Book a Meeting Request a ATM Network Review