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EFFY Healthcare — /Symbiotic Efficiency Intelligence

HEALTHCARE

EFFICIENCY

INTELLIGENCE

Beginning

Problem

Operation

Intelligence Layer

AI Agentic Teams

DIAL Loop

Deployment

Three Domains

Impact

Trusted By

Global Presence

Let's Talk Efficiency

The Beginning

EFFY stands for Efficiency

EFFY is a global provider of business efficiency solutions through /symbiotic efficiency intelligence technology — a system that combines data, machine learning, AI agents and human expertise working as one unified system.

Enterprise Efficiency

Correcting operational workflows and maximising revenue across the entire business chain — from intake to P&L.

Financial Impact, Always

Empowering clients to retrieve, review and compare massive amounts of operational and financial details — creating measurable impact directly linked to financial performance.

For Every Industry

From healthcare to utilities, retail to logistics — /SEI adapts to the unique complexity of each vertical.

Your Team, Amplified

Machines do the finding, humans do the deciding — the loop is always closed by people.

Our Journey

2017

EFFY Founded

Led by former Founders, C-level Executives and Senior Engineers with 20+ years deploying a global business assurance framework across industries and geographies.

2019

Healthcare Efficiency

First large-scale deployments in healthcare — preventing claim denials, detecting billing anomalies, operational gaps and revenue leakage in hospital and clinical networks.

2021

Multi-Industry Expansion

Business Efficiency Intelligence extended to Utilities, Retail, Logistics, Mobility & Tolling, Financial Services. Active across Europe, MEA and LATAM.

2025

/SEI — Symbiotic Efficiency Intelligence

Data + ML + AI Agents + Human Expertise converge into one unified intelligence platform.

The Problem

Across Every Industry Vertical

Revenue loss in business is a critical aspect requiring actionable analytics and strategic action.

5% to 10%

Healthcare

5% to 10%

Online Services

5% to 10%

Utilities

2% to 5%

Logistics

2% to 5%

Retail

2% to 5%

Telecom

2% to 3%

Airlines

1% to 2%

Finance

Today businesses face increasing pressure to manage a complex landscape of known and emerging risks.

Fast-paced business environments

Complex processes and multiple business systems

Lack of specialised people and HR high turnover

Inefficient manual checks and controls

Massive amounts of data to be qualified, processed and analysed

Sources: Industry benchmarks reports by McKinsey; KPMG; PwC; NRF; TM Forum; Gartner (2023–2025).

The Challenge

The Healthcare Operation

Only 20% of enterprise data delivers actionable value.

80% of critical patterns go undetected — buried in complexity and noise.

EMR

Clinical Records

HIS

Hospital Info

RCM

Revenue Cycle

ERP

Finance / HR

EXCHANGE

Claims Gateway

CLAIMS

Payer Adjudication

SUPPLY

Chain & Logistics

Insights Remain Buried

Valuable patterns obscured by noise across disconnected systems

Slow Time-to-Action

Manual analysis takes days. The window to act closes before teams respond

Human Scale Constraints

Expert bandwidth can't grow with data volumes — 1,000 alerts/day, which 10 matter?

Data-rich. Insight-poor. Efficiency-constrained.

The Solution

The EFFY Intelligence Layer

Data + ML + AI Agents + Human Expertise working as one unified system.

EFFY doesn't replace your systems — it sits on top and activates them!

EFFY /SEI

/SEI

SYMBIOTIC EFFICIENCY INTELLIGENCE

28+ ML MODELS

AI AGENT SWARMS

HUMAN-IN-THE-LOOP

Your Systems

EMR

Clinical Records

HIS

Hospital Info

RCM

Revenue Cycle

ERP

Finance / HR

EXCHANGE

Claims Gateway

CLAIMS

Payer Adjudication

SUPPLY

Chain & Logistics

Data Domains

Clinical

Operational

Financial

Enterprise

Regulatory

Contractual

Logistics

2,400× faster analysis

+95% accuracy

24/7 continuous learning

Autonomous root cause

Not just alerts!

The Engine

AI Agentic Teams

Specialised agents coordinated by the Taskmaster — deployed 24/7, in parallel, without fatigue.

COORDINATORTASKMASTER

Billing Analyst Agent

Detects billing anomalies, underbilling & pricing errors

Pattern Investigator Agent

Flags unusual claim & transaction patterns at scale

Loss & Theft Investigator

Monitors supply chain & asset integrity 24/7

SLA Predictor Agent

Forecasts SLA risk and turnaround in real time

Cost Anomaly Agent

Surfaces cost spikes & margin outliers automatically

Coding Validator Agent

Validates ICD/CPT code accuracy & compliance

Collections Optimiser Agent

Prioritises A/R recovery by risk & upcoming appointments

The Intelligence Loop

DIAL → Detect. Investigate. Act. Learn.

Every signal EFFY detects follows the same intelligence cycle — continuously, autonomously, with explainable results.

Five Signal Types

Detect

Rules engines fire on known patterns. ML models score anomalies. Supervised learning from analyst feedback. Forecasting flags future risk. Causal inference uncovers X CAUSED Y — not just correlation.

DIAL/SEIINTELLIGENCE

AI Agent Swarms

Investigate

Taskmaster coordinates agents that query live data, explain findings with SHAP feature importance, and show causal analysis with p-values. Autonomous root cause in minutes vs. days.

Closed-Loop System

Learn

Every analyst decision becomes a training signal. Gradient boosting retrains. Ensemble weights shift. The system compounds value over time — like life itself.

Controls & Workflow

Act

Structured verdicts: Confirm, Dismiss, Escalate, Assign. Automated controls prevent issues before they impact P&L. Three layers per screen: Summary → Analysis → Investigation.

Always On

Deployment at Every Step

EFFY watches, scores, flags, and investigates at every critical touchpoint

in the revenue and care cycle.

Eligibility

VALIDATE

Pre-auth

Coding & CDI

VALIDATE

ICD / CPT

Billing

DETECT ANOMALIES

Real-time

Denials

ROOT CAUSE

−15–25%

Collections

OPTIMISE

Priority queue

A/R Management

AI FORECAST

+3–7% recovery

CONTINUOUS · 24/7 · IN PARALLEL · NO ALARM FATIGUE · WATCHING · SCORING · FLAGGING · INVESTIGATING · ACTING

The Framework

Three Dimensions of Healthcare Efficiency

One intelligence platform. Three efficiency dimensions. Every domain connected through /SEI.

Financial

Efficiency

Revenue Cycle Intelligence

Billing accuracy validation
Claims denial prediction
Coding compliance
Underbilling detection

Collections Intelligence

Payment behaviour prediction
Underpayment detection
A/R performance monitoring

Operational

Efficiency

Supply Chain Intelligence

Inventory anomaly detection
Vendor performance monitoring
Procurement price validation
Inventory shortage & overstock
Supplier risk alerts

Strategic

Efficiency

Cost & Margin Intelligence

Department profitability
Cost anomaly detection
Resource optimisation
Service-line margin views
Margin gap analysis
Investment prioritisation by ROI

Measurable Impact

Every Efficiency Initiative Has a Number

Healthcare efficiency is not theoretical — it's measurable, quantifiable, and directly linked to financial performance.

Cycle Time

↙20 to 35%

Reduction in key process turnaround times across clinical and admin functions

Productivity

↗12 to 18%

Uplift through intelligent automation and workflow optimisation

Denial Reduction

↙15 to 25%

Decrease in claims denials through predictive intelligence

Revenue Recovery

↗3 to 7%

Previously lost revenue captured through improved controls

Cost Avoidance

↙2 to 5%

Annual costs prevented through proactive anomaly detection

Every initiative tracked from Discovery → Controls → Validation → ROI · Measurable impact earns investment

The Partnership

Trusted By

Effy teams deliver efficiency across leading companies in Healthcare, Retail & Logistics, Energy & Utilities, Mobility & Tolling, Finance & Insurance and Telecom.

Healthcare

Retail

Logistics

Utilities

Tolling

Insurance

Telecom

The Partnership

EFFY Worldwide Presence

Delivering measurable efficiency through our offices and teams in

Portugal, USA, Brazil, Egypt and Saudi Arabia.

/Symbiotic Efficiency Intelligence

Data + ML + AI Agents + Human Expertise working as one unified system.

AI. EXPERTISE. EXECUTION.

1. Beginning2. Problem3. Operation4. Intelligence Layer5. AI Agentic Teams6. DIAL Loop7. Deployment8. Three Domains9. Impact10. Trusted By11. Global Presence12. Let's Talk Efficiency

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