Five Pillars of
Applied AI

Every solution we build starts with a business problem, not a technology. Here's how we turn AI capability into real-world outcomes across five domains.

SOLUTION 01 / 05
LLM & GENERATIVE AI

Make Your Business
Data Intelligently Accessible

We deploy enterprise-grade large language models that turn your unstructured data — documents, emails, contracts, reports — into actionable intelligence. From RAG-powered knowledge bases to AI copilots embedded in your existing tools.

Common Use Cases

Contract review and clause extraction at scale
Internal knowledge base and employee Q&A copilot
Regulatory document summarisation and compliance check
Customer service AI with brand-accurate responses
Multilingual content generation and localisation
RAG Architecture Fine-tuning Prompt Engineering Document AI Chatbot / Copilot

Document Intelligence

Extract structured data from PDFs, scanned forms, and contracts with LLM-powered precision. Works on high-volume document pipelines.

↑ 97%+ extraction accuracy · 10× faster than manual

Enterprise Chatbot & Copilot

AI assistants that know your internal policies, products, and processes — deployed on web, Slack, Teams, or WhatsApp.

↓ 40–60% support ticket deflection

RAG Knowledge Systems

Retrieval-augmented generation grounded in your proprietary data — no hallucinations, full auditability with source citations.

On-premise or private cloud deployable

Data Sovereignty Options

On-premise LLM deployment for regulated industries where data cannot leave your environment.

MAS TRM / PDPA / GDPR aligned
SOLUTION 02 / 05
AI AGENTS & WORKFLOW AUTOMATION

Automate the Work,
Not Just the Steps

AI agents go beyond RPA. They reason, adapt, and make decisions across multi-step processes. We design and deploy agentic pipelines that replace entire workflows — from data entry through decision to action — with minimal human-in-the-loop intervention.

Common Use Cases

Insurance claims processing end-to-end
Loan application intake, verification and routing
Purchase order matching and supplier communications
HR onboarding and employee request handling
Customer complaint triage and resolution routing
Agentic Pipelines RPA + AI Process Mining Tool Use Human-in-Loop

Multi-Step Agent Orchestration

Agents that plan, execute, verify, and iterate across complex workflows involving multiple tools and data sources.

↓ 68% average processing time reduction

Enterprise System Integration

Native connectors to SAP, Salesforce, ServiceNow, Oracle, and custom APIs — agents work in your existing stack.

50+ pre-built connectors available

Human-in-the-Loop Design

Configurable escalation points, approval gates, and audit trails built into every agent workflow for governance compliance.

Full explainability & audit logging

ROI Measurement Dashboard

Real-time dashboards showing cost savings, throughput gains, and error rate improvements versus baseline.

Measurable from day 30 post-launch
SOLUTION 03 / 05
AIoT & EDGE AI

Intelligence at the
Edge of Your Operations

We deploy AI inference directly onto edge devices — smart cameras, sensors, and gateways — eliminating cloud latency and keeping sensitive data on-premise. Real-time decisions where they matter, not 500ms later in a data centre.

Common Use Cases

Smart camera networks with VLM-powered scene understanding
Retail shelf monitoring and planogram compliance
Smart city public space analytics and crowd management
Facility access control with behavioural anomaly detection
Industrial asset monitoring and predictive maintenance
Edge Inference Computer Vision VLM Smart Cameras On-Premise

Vision Language Models (VLM)

Next-generation camera AI that understands scenes, not just detects objects — describing, reasoning, and alerting on complex situations.

<2ms inference latency on-device

Edge Hardware Agnostic

Deploy on NVIDIA Jetson, Intel NUC, Rockchip, or custom ARM devices — we optimise the model for your hardware budget.

Works offline — no cloud dependency

AIoT Platform & Dashboard

Centralised management of all edge nodes, live alert streams, analytics dashboards, and remote model update deployment.

Manage 1 or 10,000 devices from one console

Data Sovereignty by Design

Video and sensor data never leaves the site unless you choose to send it — inference happens locally, only metadata is transmitted.

PDPA / government-grade compliant
SOLUTION 04 / 05
AI APPLICATION SOLUTIONS

Vertical AI Apps
Ready to Run

Purpose-built AI applications for specific business functions — pre-trained on domain knowledge, configurable to your workflows, and deployable faster than a custom build. The fastest path from zero AI to production AI.

Available Applications

AI Sales Assistant — lead scoring, follow-up drafting, CRM enrichment
AI Compliance Monitor — real-time policy breach detection in communications
AI Guest Experience — hotel and F&B personalised service AI
AI Finance Analyst — report generation, anomaly flagging, variance analysis
AI HR Screener — CV parsing, culture-fit scoring, interview question generation
SaaS + AI Domain-Trained Fast Deploy API-first White-label

Rapid Deployment

Pre-built core functionality means weeks to production, not months. Your team trains on the app, not the underlying AI.

Typical go-live: 3–8 weeks

Configurable to Your Context

Every application is tunable — your terminology, your approval workflows, your data sources, your brand voice.

No-code configuration + API extension

White-Label Available

For partners and resellers: deploy our applications under your brand for your own clients, with full revenue sharing options.

Partner programme available
SOLUTION 05 / 05
AI STRATEGY & ROADMAPPING

Know Where to Start.
Know Where to Go.

Most enterprises have AI ambition but no clear path. Our strategy practice runs AI readiness assessments, surfaces your highest-ROI use cases, and hands you a 12-month roadmap your board, IT, and operations teams can all align behind.

What's Included

AI readiness audit across data, talent, infrastructure, and culture
Use-case identification workshop with cross-functional teams
Build vs. buy vs. partner analysis for each identified opportunity
Business case and ROI modelling for board-level presentation
12-month phased AI transformation roadmap with milestones
AI Audit Use-Case Mapping ROI Modelling Roadmap Change Management

AI Readiness Assessment

A structured 2-week diagnostic covering your data quality, tech stack, team skills, and process maturity — scored and benchmarked against industry peers.

Deliverable: 40-page readiness report

12-Month AI Roadmap

Phased, prioritised, and costed. Sequenced by business impact and implementation complexity so quick wins fund longer-horizon investments.

Board-ready presentation included

Ongoing Advisory Retainer

Monthly office hours, quarterly strategy reviews, and on-call access to our AI architects as you execute your roadmap.

Flexible monthly engagement

Consultancy vs. Vendor

We're not selling you a product. We're solving your problem. Here's what that difference looks like in practice.

Dimension Typical AI Vendor System Integrator WAL-NET Applied AI
Starting point Their product Your budget Your business problem
Technology choice Lock-in Preferred vendors Best-fit, model-agnostic
ROI accountability License metrics only Delivery milestones Business outcome KPIs
End-to-end ownership ✕ Strategy gap ✕ Often build-only ✓ Strategy → Deploy → Optimise
Domain expertise Horizontal only Varies BFS · Govt · Retail · Travel
Data sovereignty Cloud-dependent Varies On-premise deployable
Geography Usually US/EU centric Local only Asia-based · Global delivery

Which Solution Fits Your Challenge?

Tell us what problem you're trying to solve and we'll map the right solution — or combination of solutions — within 48 hours.