Case Studies

AI DeploymentResults Matter More Than Model Capability

EvoCore builds AI systems centred on real enterprise problems. Every project starts from specific business processes, combining enterprise data, professional rules, system interfaces and human workflows to form deployable solutions.

Accounting Data & Account Code Intelligent Recommendation
01
Accounting Firm

Accounting Data & Account Code Intelligent Recommendation

Problem

High manual effort in matching invoices to GL accounts; account code selection dependent on individual experience.

Solution

Match supplier invoices, GL records and historical account codes to learn enterprise bookkeeping patterns. Recommend account codes for new invoices based on supplier, invoice content, historical descriptions and account usage.

Capabilities

Invoice number matching
GL record association
Account code identification
Historical description analysis
Supplier classification recommendations
New invoice account code prediction
Human confirmation & continuous learning
Accounting Firm Client Knowledge System
02
Professional Accounting Firm

Accounting Firm Client Knowledge System

Problem

Large number of client files scattered; new staff onboarding slow; senior partners spending excessive time on repeated guidance.

Solution

Build an independent AI knowledge space for each client. Organise historical files, workflows, processing experience and training materials to help new staff quickly understand clients and begin work.

Capabilities

Independent client knowledge spaces
Historical material organisation
Workflow guidance
New staff onboarding
Task execution assistance
Training material recommendations
Work output verification
Singapore AI KYC Compliance Platform
03
Financial Services & Compliance Institution

Singapore AI KYC Compliance Platform

Problem

Manual KYC relies on staff querying, screenshotting and compiling reports from multiple sources; time-consuming and prone to omissions.

Solution

Integrate identity recognition, sanctions screening, PEP queries, adverse media search and public web review into one unified process. Auto-consolidate information, preserve evidence, conduct preliminary risk analysis and generate KYC review reports.

Capabilities

Identity material recognition
Corporate information queries
PEP & sanctions screening
Adverse media search
Google public information search
Risk level recommendations
Report auto-generation
Evidence and history record archiving
Private Legal AI System
04
Law Firm

Private Legal AI System

Problem

Large volumes of legal documents; slow retrieval; case experience hard to reuse; strict confidentiality requirements.

Solution

Build a localised, permission-isolated, auditable legal knowledge and document processing system through RAG and evidence citation mechanisms so AI responses are grounded in specified legal documents and case materials.

Capabilities

Private legal knowledge base
Legal document search
Contract & case summarisation
Risk rule configuration
Source evidence citation
Human-in-the-Loop
User permission isolation
On-premises model deployment
MediClaimX Medical Claims Intelligent Infrastructure
05
Medical & Insurance Institution

MediClaimX Medical Claims Intelligent Infrastructure

Problem

High volume of medical claim documents in complex formats; manual processing slow; anomaly detection difficult.

Solution

Build medical document recognition, information structuring, rule verification and anomaly case routing capability.

Capabilities

Medical document recognition
Medical information structuring
Claims rule verification
Anomaly detection
Human review routing
Claims report generation
Full process records
Multi-institution system integration
Enterprise WhatsApp AI Customer Service
06
Multi-industry Enterprise

Enterprise WhatsApp AI Customer Service

Problem

Traditional customer service requires 24/7 human staffing; unable to handle multilingual queries; CRM update lag.

Solution

Connect enterprise knowledge base, client data and business processes to WhatsApp, providing multilingual auto-reply, information queries, business guidance and human handoff.

Capabilities

WhatsApp Cloud API
Multilingual conversation
Enterprise knowledge Q&A
Customer identity verification
Automated ticketing
Human agent handoff
CRM records
Customer follow-up
AI Overseas Customer Development System
07
Manufacturing & International Trade Enterprise

AI Overseas Customer Development System

Problem

International market development relies entirely on human research; potential client discovery inefficient; outreach quality inconsistent.

Solution

Based on products, target countries and industries, auto-analyse potential markets and discover enterprise clients through public information. Organise, classify and score client information, generate multilingual outreach through email or WhatsApp, deposit communications into CRM.

Capabilities

Country & market recommendations
Potential client discovery
Enterprise public information organisation
Client profiling
Multilingual message generation
Auto outreach
AI follow-up
CRM deposit
AI Swimming Intelligent Training Platform
08
Sports Training Institution

AI Swimming Intelligent Training Platform

Problem

Elite coaching experience hard to scale; manual analysis of training videos time-consuming; personalised training advice inconsistent.

Solution

Transform high-level coaching experience into reusable AI training capability through sports video analysis. Analyse athlete movements, rhythm and key technique points to identify training issues and provide personalised improvement advice.

Capabilities

Training video decomposition
Movement & posture analysis
Rhythm recognition
Issue detection
Coach experience digitalisation
Personalised training advice
Progress tracking
Training data deposit

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