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AI Solutions

Production-Ready AI Solutions for SMEs and Mid-Size Projects

Our AI Core Solutions: LLM & RAG, Computer Vision, Predictive Analytics, and Edge AI—with MLOps and Engineering support services.

19+
Solutions
Edge + Cloud
Coverage
SLA Ready
SLA Ready

Where pricing starts

Pricing depends on complexity and data readiness. These starting points set expectations.

฿260,000
Starting point for Computer Vision
฿420,000
Starting point for Predictive/ML
Need a tailored quote? Share your context for a scoped estimate.Request a quote
Ecosystem Overview

Cerebra: The Private-First AI & IoT Platform

A system designed for privacy, flexibility, and production-ready deployment

CerebraML Core

Centralized AI training and inference engine with auto-scaling capabilities.

Learn more

IoT Mesh & Edge

Seamless connectivity for thousands of edge devices with real-time sync.

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Data Lakehouse

Unified storage for structured and unstructured data with zero-copy sharing.

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Security & Governance

Enterprise-grade encryption, RBAC, and audit logging built-in by default.

Learn more
575+ Proven Scenarios

Solutions Built with Cerebra Lego Blocks

Each solution is composed of Cerebra modules that connect plug-and-play — select an industry to explore

Manufacturing

Smart Factory Digital Twin

Industry 4.0 real-time factory replica

Create a real-time digital replica of your factory floor with predictive maintenance, automated quality control, and production orchestration.

Built with Lego Blocks

CerebraIoTCerebraCVCerebraMLCerebraEdgeChartSentinelCerebraAgent
-40%
Unplanned downtime
+25%
OEE improvement
<100ms
Twin sync
  • Real-time sensor-to-twin synchronisation
  • ML-powered predictive maintenance
  • Closed-loop quality control with SPC
Manufacturing

AI Quality Control

Automated visual inspection & SPC

Automate quality inspection using computer vision and statistical process control to catch defects early and reduce waste.

Built with Lego Blocks

CerebraCVCerebraMLChartSentinelCerebraEdgeCerebraFlow
99.5%
Detection accuracy
-60%
Scrap rate
  • Multi-camera defect detection
  • SPC control charts & trend alerts
  • Edge processing for line-speed QC
Manufacturing

AI Production Planning

Demand-driven production scheduling

Optimise production schedules using ML demand forecasting, resource availability, and constraint-based planning.

Built with Lego Blocks

CerebraMLCerebraAgentCerebraFlowCerebraForge
+20%
Throughput
-35%
Schedule changes
  • ML demand forecasting
  • Constraint-based scheduling
  • Real-time resource rebalancing
Healthcare

Remote Patient Monitoring

IoT-powered continuous health tracking

Monitor patients remotely with IoT wearables, ML anomaly detection, and automated alerts to healthcare providers.

Built with Lego Blocks

CerebraIoTCerebraMLCerebraAgentCerebraEdgeCerebraFlow
-50%
ER visits
24/7
Monitoring
  • IoT vital sign monitoring
  • ML-based anomaly alerts
  • Provider dashboard & mobile app
Healthcare

Clinical Decision Support

AI-assisted diagnosis & treatment paths

Assist clinicians with AI-powered diagnosis suggestions, treatment pathway recommendations, and evidence-based decision support.

Built with Lego Blocks

CerebraLoLMCerebraMLCerebraForgeCerebraAgentCerebraCompliance
+30%
Diagnosis speed
95%
Recommendation accuracy
  • Medical knowledge base integration
  • Evidence-based recommendations
  • Regulatory compliance checks
Retail & E-commerce

Retail Inventory Optimization

AI demand forecasting & auto-replenishment

Reduce stockouts and overstock with ML demand forecasting, IoT shelf sensors, and automated PO generation.

Built with Lego Blocks

CerebraMLCerebraIoTCerebraCVCerebraAgentCerebraForge
-40%
Stockouts
-30%
Overstock
  • AI demand forecasting by SKU/store
  • CV-based shelf monitoring
  • Auto-generated purchase orders
Retail & E-commerce

Personalized Marketing AI

Customer segmentation & targeting

Deliver hyper-personalized campaigns using ML customer segmentation, behavioral analysis, and real-time recommendation engines.

Built with Lego Blocks

CerebraMLCerebraLoLMCerebraForgeCerebraAgentCerebraFlow
+35%
Conversion rate
+50%
Engagement
  • ML customer segmentation
  • Real-time product recommendations
  • Multi-channel campaign automation
Agriculture

Smart Agriculture

Precision farming with AI & IoT

Monitor crops, soil, and weather; automate irrigation; detect diseases; predict yields — all from a single platform.

Built with Lego Blocks

CerebraIoTCerebraCVCerebraMLCerebraEdgeCerebraLoLMChartSentinel
+25%
Yield increase
-30%
Water usage
Early
Disease detection
  • Soil & weather IoT monitoring
  • Drone-based crop health assessment
  • Automated precision irrigation
Agriculture

Vertical Farming AI

Controlled environment agriculture

Optimise vertical farm environments using IoT climate control, CV plant health monitoring, and ML growth prediction.

Built with Lego Blocks

CerebraIoTCerebraCVCerebraMLCerebraEdgeCerebraAgent
-90%
Water vs open field
+40%
Yield per m²
  • IoT climate & nutrient control
  • CV plant health assessment
  • ML growth cycle optimisation
Food & Beverage

Food Safety Traceability

Farm-to-table tracking & compliance

Track food from farm to table with IoT cold-chain monitoring, AI contamination detection, automated recall workflows, and compliance reporting.

Built with Lego Blocks

CerebraIoTCerebraCVCerebraMLCerebraOCRCerebraComplianceCerebraAgent
90%
Faster recalls
100%
FSMA/HACCP
QR
Consumer traceability
  • End-to-end supply chain traceability
  • Continuous cold-chain monitoring
  • Automated recall workflow
Financial Services

Insurance Claims Automation

AI-powered claims lifecycle

Automate the entire claims lifecycle — submission, damage assessment, fraud detection, policy verification, and settlement — with 70% faster processing.

Built with Lego Blocks

CerebraOCRCerebraCVCerebraLoLMCerebraMLCerebraFlowCerebraAgent
70%
Faster processing
95%
Fraud detection
-50%
Operational costs
  • AI-based damage assessment from photos
  • ML fraud detection with 95% accuracy
  • Automated approval & settlement workflow
Financial Services

Portfolio Optimization

ML-driven asset allocation

Optimise investment portfolios using ML-based risk modelling, market signal analysis, and constraint-aware allocation strategies.

Built with Lego Blocks

CerebraMLCerebraLoLMCerebraForgeCerebraAgentCerebraCompliance
+12%
Risk-adjusted return
Real-time
Market analysis
  • ML risk modelling & forecasting
  • Real-time market signal analysis
  • Regulatory compliance checks
Telecom

Telecom Network Optimization

AI-driven network planning & healing

Optimise telecom network performance using ML traffic prediction, anomaly detection, automated capacity planning, and self-healing capabilities.

Built with Lego Blocks

CerebraMLCerebraIoTCerebraAIOpsCerebraAgentCerebraFlow
-35%
Network incidents
+20%
Capacity utilisation
  • ML traffic prediction
  • AIOps self-healing
  • Automated capacity planning
Telecom

Customer Churn Prediction

ML-powered retention analytics

Predict and prevent customer churn using ML behavioural analytics, sentiment analysis, and personalised retention campaigns.

Built with Lego Blocks

CerebraMLCerebraLoLMCerebraForgeCerebraAgentCerebraFlow
-25%
Churn rate
+15%
Retention ROI
  • ML behavioural churn signals
  • NLP sentiment analysis
  • Automated retention campaigns
Logistics

Smart Fleet Management

AI-powered fleet & route optimisation

Optimise fleet operations using IoT vehicle tracking, ML route optimisation, driver behaviour analysis, and predictive maintenance.

Built with Lego Blocks

CerebraIoTCerebraMLCerebraAgentCerebraEdgeCerebraFlow
-20%
Fuel costs
+15%
On-time delivery
  • IoT real-time vehicle tracking
  • ML route optimisation
  • Predictive vehicle maintenance
Logistics

Supply Chain Risk Management

Predictive disruption detection

Monitor global supply chain risks using ML disruption prediction, multi-source intelligence, and automated contingency planning.

Built with Lego Blocks

CerebraMLCerebraLoLMCerebraForgeCerebraAgentCerebraFlow
-45%
Disruption impact
72h
Early warning
  • ML disruption prediction
  • Multi-source risk intelligence
  • Automated contingency planning
Energy & Utilities

Smart Grid Management

AI-powered energy grid optimisation

Optimise energy grid operations with ML demand forecasting, fault detection, load balancing, and renewable integration.

Built with Lego Blocks

CerebraIoTCerebraMLCerebraEdgeCerebraAgentCerebraFlow
-15%
Energy waste
+30%
Renewable usage
  • ML demand forecasting
  • IoT fault detection on grid
  • Renewable energy integration
Construction

Construction Safety Monitoring

CV & IoT-powered site safety

Monitor construction site safety using CV-powered PPE detection, IoT hazard sensors, and automated safety alert systems.

Built with Lego Blocks

CerebraCVCerebraIoTCerebraMLCerebraEdgeCerebraAgent
-60%
Safety incidents
24/7
Site monitoring
  • CV PPE & hazard detection
  • IoT environmental sensors
  • Automated safety alerts
IT Operations

AI IT Service Desk

Autonomous IT support & resolution

AI-powered service desk that understands tickets in natural language, auto-categorises them, suggests solutions, and resolves common issues autonomously.

Built with Lego Blocks

CerebraLoLMCerebraAgentCerebraFlowCerebraMLCerebraForge
60%
Auto-resolved
-45%
Resolution time
24/7
Always-on support
  • Natural language ticket understanding
  • Auto-categorisation & smart routing
  • KB-powered solution suggestions
IT Operations

Incident Response System

AI-accelerated incident management

Detect, triage, and resolve incidents faster with ML anomaly detection, automated runbook execution, and intelligent escalation.

Built with Lego Blocks

CerebraMLCerebraAIOpsCerebraAgentCerebraFlowCerebraLoLM
-65%
MTTR
+40%
Auto-remediation
  • ML anomaly detection
  • Automated runbook execution
  • Intelligent escalation routing
Cross-Industry

Intelligent Invoice Processing

End-to-end automated invoicing

Automate invoice ingestion, extraction, validation, anomaly detection, and ERP posting — reducing manual processing by 90%.

Built with Lego Blocks

CerebraOCRCerebraLoLMCerebraMLCerebraFlowCerebraAgent
90%
Less manual work
0
Data entry errors
24/7
Processing uptime
  • Multi-format support (PDF, image, email)
  • ML anomaly & fraud detection
  • Seamless ERP integration
Cross-Industry

Intelligent Document Management

AI-powered document lifecycle

Capture, classify, extract, and search documents intelligently using OCR, NLP, and RAG-powered knowledge retrieval.

Built with Lego Blocks

CerebraOCRCerebraLoLMCerebraForgeCerebraMLCerebraFlow
-70%
Search time
+80%
Data accuracy
  • OCR + NLP document extraction
  • RAG-powered semantic search
  • Automated classification & routing
Cross-Industry

AI Workflow Automation

Intelligent process orchestration

Design and run intelligent workflows that combine human tasks with AI-powered decision points, approvals, and automated actions.

Built with Lego Blocks

CerebraFlowCerebraAgentCerebraLoLMCerebraMLCerebraForge
-55%
Process time
+40%
Throughput
  • Visual workflow builder
  • AI decision points
  • Human-in-the-loop approvals

Need a solution tailored for your business?

Talk to Cerebra Team
SOLUTIONS CATALOG

Our Services

Productized solutions ready to ship

AI Core

AI Core

Core AI technologies and solutions including LLM, Computer Vision, Machine Learning, and AIoT

LLM & RAG

2 items

LLM knowledge assistant

LLM & RAG
Thai language optimised

Retrieval-augmented assistant with guardrails, Thai-language optimisation, and usage analytics.

Starting from
฿320,000/ assistant
  • Guardrails for sensitive content
  • Usage analytics and feedback loops
Timeline 5-8 weeksView details
View solution

CerebraForge — Knowledge Management System

LLM & RAG
Thai language optimised

RAG + LLM powered knowledge management with AI search, recommendations, and document intelligence.

Starting from
฿350,000/ deployment
  • RAG-based document retrieval
  • AI-powered search and recommendations
  • Multi-language support
Timeline 6-9 weeksView details
View solution

Computer Vision

5 items

Document OCR workbench

Computer Vision

High-accuracy OCR pipelines with layout detection, human-in-the-loop review, and export automations.

Starting from
฿260,000/ deployment
  • Template and free-form document support
  • Reviewer UI with feedback capture
Timeline 5-9 weeksView details
View solution

Vision quality inspection

Computer Vision

High-accuracy defect detection for manufacturing lines with explainable overlays and SPC reporting.

Starting from
฿380,000/ production line
  • Multi-camera ingestion and calibration
  • Explainable overlays for operators
Timeline 6-10 weeksView details
View solution

Depth Camera Weight & Size Prediction

Computer Vision

Non-contact measurement system for accurate weight prediction and size classification using depth cameras.

Starting from
฿310,000/ station
  • 3D depth sensing and analysis
  • Real-time weight prediction
  • Automated size classification
Timeline 5-8 weeksView details
View solution

OCR Dashboard System

Computer Vision

Intelligent document processing with OCR, real-time monitoring dashboard, and automated workflow integration.

Starting from
฿240,000/ deployment
  • Multi-format document OCR
  • Real-time processing dashboard
  • Workflow automation integration
Timeline 4-6 weeksView details
View solution

Intelligent CCTV with NVR + Raspberry Pi

Computer Vision
Edge ready

AI-powered surveillance system with real-time image analysis, anomaly detection, and automated alerting.

Starting from
฿280,000/ site
  • Real-time image analysis
  • Anomaly detection and alerts
  • Multi-camera management
Timeline 5-8 weeksView details
View solution

Machine Learning

1 items

Predictive maintenance AI

Machine Learning
Edge ready

Sensor fusion, anomaly detection, and automated alerting tuned for OT environments.

Starting from
฿420,000/ project
  • Time-series forecasting and anomaly models
  • Maintenance cockpit with drill-down analytics
Timeline 8-12 weeksView details
View solution

AIoT

2 items

AIoT telemetry pipeline

AIoT

Unified sensor pipelines from devices to dashboards with device provisioning and alert management.

Starting from
฿450,000/ deployment
  • Provisioning workflow and firmware updates
  • Real-time dashboards with geo awareness
Timeline 8-14 weeksView details
View solution

Edge AI Computer (Jetson/Raspberry Pi + LLM)

AIoT
Edge ready

On-device AI processing with LLM for fast, secure, offline-capable applications at the edge.

Starting from
฿290,000/ device deployment
  • Offline LLM processing capability
  • Low latency edge inference
  • Secure on-device data processing
Timeline 4-7 weeksView details
View solution
Engineering Accelerators

Engineering Accelerators

Engineering foundations and platforms including data infrastructure, analytics, and development accelerators

Platforms

3 items

Frontend delivery starter

Platforms

Design system and frontend pipeline setup with accessibility, testing, and CI/CD baked in.

Starting from
฿210,000/ rollout
  • Component library with storybook and tokens
  • E2E and visual regression testing harness
Timeline 4-6 weeksView details
View solution

Backend modernization sprint

Platforms

API and service hardening with observability, testing, and deployment automation for legacy stacks.

Starting from
฿340,000/ transformation
  • Service decomposition & API design
  • Observability and incident response patterns
Timeline 6-10 weeksView details
View solution

Data & MLOps foundation

Platforms

Modern data stack blueprints with lineage, quality checks, and model CI/CD ready for scale.

Starting from
฿390,000/ rollout
  • Lakehouse patterns with governance controls
  • Model CI/CD with automated evaluation gates
Timeline 6-9 weeksView details
View solution

Analytics

1 items

Executive analytics cockpit

Analytics

Story-driven dashboards with alerts, scenario planning, and CRM/ERP integrations for one source of truth.

Starting from
฿280,000/ implementation
  • Scenario planning and goal tracking modules
  • Mobile friendly executive briefings
Timeline 5-7 weeksView details
View solution

Need a bespoke variant or new capability?

Each blueprint can be customised, expanded, or integrated with your existing stack. Speak with our team to map the right path.

Talk to our team