AI Built for
Your Sector

We understand the regulatory environment, competitive pressures, and operational realities of your industry. Generic AI doesn't cut it — here's how we go deep.

Regulated. Intelligent.
Ahead of the Curve.

Financial services generate vast amounts of documents, interactions, and decisions daily. AI unlocks speed, accuracy, and compliance automation — without compromising the governance standards regulators demand.

Speak to Our BFS Team
Business Challenges
  • Manual KYC / AML document processing
  • High volume, low-value customer queries
  • Regulatory reporting is slow and error-prone
  • Claims processing backlogs (insurance)
  • Credit analysis and underwriting bottlenecks
WAL-NET AI Solutions
  • LLM-powered document extraction & verification
  • AI customer service agents (MAS-compliant)
  • Automated regulatory report generation
  • End-to-end AI claims workflow agent
  • AI-assisted credit memo and scoring

AI in BFS Operations

BFS-01

Intelligent KYC Document Processing

LLM agents extract, validate, and cross-reference identity documents against databases — eliminating manual review for standard cases.

↑ 85% reduction in manual review time
BFS-02

AI Claims Processing Agent

End-to-end insurance claims automation — intake, document parsing, coverage check, reserve setting, and payout instruction — all orchestrated by AI agents with human escalation for edge cases.

↓ 68% processing time · 99.1% STP rate
BFS-03

Regulatory Compliance Monitor

Real-time AI monitoring of employee communications and transactions to flag potential MAS/SFC/OJK policy breaches before they become incidents.

Proactive risk management dashboard
BFS-04

AI-Powered Customer Service

24/7 AI agents for account queries, product explanations, and complaint triage — trained on your product documentation with full audit trail.

↓ 55% human agent workload
BFS-05

Credit Memo AI Analyst

Automated financial statement analysis, ratio calculation, and credit memo drafting for commercial lending teams — weeks of work in minutes.

↑ 10× analyst throughput
BFS-06

Fraud Pattern Detection

Edge AI and LLM-based anomaly detection across transaction streams, identity verification, and behavioural signals in real time.

<100ms detection latency

Smarter Cities.
Better Services.

Governments are under pressure to deliver more with less. AI transforms public service delivery, infrastructure management, and citizen engagement — while maintaining the security and sovereignty standards public institutions demand.

Speak to Our Public Sector Team
Sector Challenges
  • High citizen service enquiry volumes
  • Public space safety and incident response
  • Infrastructure maintenance reactive not predictive
  • Data sovereignty — cannot use public cloud
  • AI policy compliance and explainability
WAL-NET AI Solutions
  • AI citizen service chatbot (multi-language)
  • Edge AIoT — smart cameras, anomaly detection
  • AIoT predictive maintenance for public assets
  • On-premise deployment — data never leaves
  • Full audit logs, explainability built-in

AI for Smart Cities

GOVT-01

Citizen Service AI Agent

Multi-language AI agents for government portals handling permits, enquiries, status checks, and document submission — 24/7 with zero queue.

↓ 60% call centre volume
GOVT-02

Smart Park & Facility Intelligence

Integrated AIoT system for public parks, transit hubs, and civic facilities — crowd density, anomaly alerts, maintenance prediction, and energy optimisation.

Real-time dashboards for ops teams
GOVT-03

Public Safety Edge AI

VLM-powered camera networks that detect crowd behaviour, abandoned objects, and perimeter breaches — with privacy-preserving on-device processing.

No facial recognition unless opted in
GOVT-04

Policy Document Intelligence

LLM-powered search and summarisation across legislative documents, policy archives, and inter-agency correspondence for public officers.

↑ 8× research speed for civil servants
GOVT-05

Grant & Tender Processing AI

Automated scoring, eligibility checks, and summary generation for government grants and procurement tenders — reducing administrative burden.

↓ 70% administrative processing time
GOVT-06

AI Readiness Programme

Ministry and statutory board AI strategy development — from national AI agenda alignment to departmental roadmaps and talent upskilling plans.

Aligned to Smart Nation / ASEAN AI frameworks

Sell More.
Waste Less. Know More.

Retail and F&B margins are tight and competition is fierce. AI turns your physical and digital footprint into a continuous intelligence loop — optimising inventory, elevating customer experience, and automating the operations that drain your team's time.

Speak to Our Retail Team
Sector Challenges
  • Inventory shrinkage and stockout losses
  • Customer demand is hard to predict
  • Shelf compliance across many locations
  • High staff turnover, training burden
  • Loyalty data is rich but underused
WAL-NET AI Solutions
  • Edge AI shelf monitoring — real-time planogram
  • AI demand forecasting with weather + event data
  • Computer vision for shrinkage detection
  • AI training and onboarding chatbot
  • LLM-powered personalised loyalty campaigns

AI for Retail & F&B

RTL-01

Live Shelf Intelligence

Edge AI cameras continuously monitor shelf availability, planogram compliance, and product facings — alerting staff to restocking needs instantly.

↓ 34% stockout rate · ↑ 12% revenue
RTL-02

AI Demand Forecasting

Machine learning models that ingest POS data, weather, events, and seasonality to generate highly accurate demand forecasts at SKU level.

↓ 28% waste · ↑ 18% fill rate
RTL-03

Personalised Loyalty AI

LLM agents that analyse purchase history and generate hyper-personalised offers, recommendations, and re-engagement messages at scale.

↑ 22% loyalty programme redemption
RTL-04

AI Customer Service for F&B

WhatsApp and web AI agents handling reservations, menu queries, dietary requirements, and complaint routing — across all locations.

24/7 · Available in 8+ languages
RTL-05

Queue & Traffic Analytics

AIoT footfall analytics with queue depth measurement and staff scheduling optimisation for high-traffic retail and F&B environments.

↓ 40% average queue time
RTL-06

Menu & Pricing Intelligence

AI analysis of sales mix, margin contribution, and competitor pricing to continuously optimise menu design and pricing strategy for F&B operators.

↑ 8–15% gross margin uplift

Every Guest.
Feels Like the Only Guest.

The travel industry runs on personalisation, operational precision, and seamless experience delivery across complex logistics. AI enables you to deliver bespoke service at scale, predict disruptions before they happen, and extract intelligence from every guest interaction.

Speak to Our Travel Team
Sector Challenges
  • Personalisation is manual and inconsistent
  • Guest feedback is high-volume, unstructured
  • Multilingual service is costly to staff
  • Operational scheduling is reactive
  • Revenue optimisation is underserved by legacy tools
WAL-NET AI Solutions
  • AI concierge across web, app, and in-room
  • Guest feedback NLP and sentiment analysis
  • 24/7 multilingual AI service agents
  • Predictive housekeeping and maintenance AI
  • AI dynamic pricing and demand modelling

AI for Travel & Hospitality

TVL-01

AI Concierge & Booking Agent

Conversational AI on WhatsApp, web chat, and in-room tablets — handling bookings, upgrades, dining, activities, and local recommendations fluently.

24/7 · 12+ language support
TVL-02

Guest Feedback Intelligence

LLM-powered analysis of reviews, surveys, and social media at scale — surfacing themes, staff performance signals, and improvement priorities automatically.

↑ 0.4 average review score increase
TVL-03

Predictive Operations AI

AI scheduling for housekeeping, maintenance, and F&B staffing based on occupancy forecasts, weather, and historical demand patterns.

↓ 18% labour cost per occupied room
TVL-04

Dynamic Revenue Optimisation

AI revenue management that adjusts room rates, package offers, and availability in real time based on demand signals and competitor pricing.

↑ 12–20% RevPAR improvement
TVL-05

Personalised Pre-Arrival Experience

AI agents that engage guests pre-arrival with personalised offers, preference collection, and itinerary building — turning booking into relationship.

↑ 35% ancillary spend per stay
TVL-06

Smart Facility AIoT

Edge AI for lobby flow analysis, amenity utilisation, and security monitoring — ensuring operational efficiency without compromising guest privacy.

Real-time operations command centre

Your Experts.
Multiplied by AI.

Professional service firms sell expertise and time. AI gives your people leverage — handling research, drafting, analysis, and administrative work so your teams focus on the high-value judgment and relationships that clients actually pay for.

Speak to Our Team
Sector Challenges
  • Billable hours consumed by administrative tasks
  • Knowledge management is fragmented and siloed
  • Research and due diligence is slow
  • Client reporting is labour-intensive
  • Talent is expensive and stretched thin
WAL-NET AI Solutions
  • AI workflow automation for admin tasks
  • Firm-wide AI knowledge base and Q&A
  • LLM research assistant and document drafter
  • Automated client report generation
  • AI-augmented analyst / associate capabilities

AI for Professional Services

PS-01

AI Research & Due Diligence

LLM-powered research across regulatory filings, company disclosures, news, and internal databases — producing structured briefs in minutes not days.

↑ 10× analyst throughput on research tasks
PS-02

Document Drafting Copilot

AI co-pilot for contracts, proposals, reports, and memos — drafting first versions from templates and client data, with full track-change review workflow.

↓ 60% drafting time on standard documents
PS-03

Firm Knowledge Base AI

RAG-powered search across all firm documents, past work, methodologies, and client files — so your team's collective intelligence is instantly accessible.

Zero hallucination — grounded in your data
PS-04

Automated Client Reporting

AI agents that aggregate data from CRM, project management, and finance systems to auto-generate client status reports, dashboards, and invoicing summaries.

↓ 4–6 hours saved per report
PS-05

Proposal & BD Intelligence

AI that analyses past winning proposals, RFP requirements, and client intelligence to generate highly targeted proposal drafts and pricing recommendations.

↑ Win rate improvement on competitive bids
PS-06

AI Onboarding & Training

Interactive AI agents that onboard new joiners, answer HR policy questions, and deliver contextual training — reducing senior staff time on admin onboarding.

↓ 40% onboarding admin burden

Don't See Your Sector?
Let's Talk Anyway.

If your business runs on data, documents, and decisions — AI can transform it. Tell us your challenge and we'll tell you how.