Production-ready AI & software solutions, road-tested
Pick from solution building blocks that include delivery playbooks, documentation, and experienced squads across ML, vision, AIoT, platforms, and analytics.
Solutions
Productized solutions ready to ship
Document OCR workbench
High-accuracy OCR pipelines with layout detection, human-in-the-loop review, and export automations.
- Template and free-form document support
- Reviewer UI with feedback capture
Predictive maintenance AI
Sensor fusion, anomaly detection, and automated alerting tuned for OT environments.
- Time-series forecasting and anomaly models
- Maintenance cockpit with drill-down analytics
Frontend delivery starter
Design system and frontend pipeline setup with accessibility, testing, and CI/CD baked in.
- Component library with storybook and tokens
- E2E and visual regression testing harness
Backend modernization sprint
API and service hardening with observability, testing, and deployment automation for legacy stacks.
- Service decomposition & API design
- Observability and incident response patterns
Vision quality inspection
High-accuracy defect detection for manufacturing lines with explainable overlays and SPC reporting.
- Multi-camera ingestion and calibration
- Explainable overlays for operators
AIoT telemetry pipeline
Unified sensor pipelines from devices to dashboards with device provisioning and alert management.
- Provisioning workflow and firmware updates
- Real-time dashboards with geo awareness
LLM knowledge assistant
Retrieval-augmented assistant with guardrails, Thai-language optimisation, and usage analytics.
- Guardrails for sensitive content
- Usage analytics and feedback loops
Data & MLOps foundation
Modern data stack blueprints with lineage, quality checks, and model CI/CD ready for scale.
- Lakehouse patterns with governance controls
- Model CI/CD with automated evaluation gates
Executive analytics cockpit
Story-driven dashboards with alerts, scenario planning, and CRM/ERP integrations for one source of truth.
- Scenario planning and goal tracking modules
- Mobile friendly executive briefings
Edge AI Computer (Jetson/Raspberry Pi + LLM)
On-device AI processing with LLM for fast, secure, offline-capable applications at the edge.
- Offline LLM processing capability
- Low latency edge inference
- Secure on-device data processing
Depth Camera Weight & Size Prediction
Non-contact measurement system for accurate weight prediction and size classification using depth cameras.
- 3D depth sensing and analysis
- Real-time weight prediction
- Automated size classification
OCR Dashboard System
Intelligent document processing with OCR, real-time monitoring dashboard, and automated workflow integration.
- Multi-format document OCR
- Real-time processing dashboard
- Workflow automation integration
CereBraKM — Knowledge Management System
RAG + LLM powered knowledge management with AI search, recommendations, and document intelligence.
- RAG-based document retrieval
- AI-powered search and recommendations
- Multi-language support
Intelligent CCTV with NVR + Raspberry Pi
AI-powered surveillance system with real-time image analysis, anomaly detection, and automated alerting.
- Real-time image analysis
- Anomaly detection and alerts
- Multi-camera management
Need a bespoke variant or new capability?
Each blueprint can be customised, expanded, or integrated with your existing stack. Speak with our Value Engineering team to map the right path.