Production AI Solutions for Real-World Operations
Built for deployment, not demos.
From the 29-service Cerebra Platform to AI-SPC and Document Intelligence — every solution ships with human-in-the-loop controls, audit trails, and 575 validated scenarios.
3 Steps From Idea to Production
Pick Your Modules
Choose from 29 production-ready services across AI, IoT, Data, and Platform layers
Snap Together
All modules share the same protocol — auto-wired via event bus, no custom glue code
Deploy to Production
Container-ready, proven across 575 real scenarios — go live in days with SLA
Traditional AI Project vs Cerebra Lego
Why Lego Architecture wins on every dimension — from speed to privacy.
| Dimension | Traditional AI | Cerebra Lego |
|---|---|---|
| Time to first working demo | 3–6 months | 1–2 weeks |
| Starting point | Blank slate — build everything from scratch | 575 tested blueprints — pick your scenario |
| Architecture risk | High — unknown integration complexity | Low — modules are pre-integrated via Event Bus |
| Deployment target | Usually cloud-only, rewrites needed for Edge | Edge / Cloud / Hybrid — same modules, any stack |
| Data privacy | Data must leave your perimeter for cloud APIs | Private-first — CerebraLoLM runs 100% on-premise |
| Scalability | Add feature = major refactor | Add module = snap in, no rewrite |
| Multi-tenancy & auth | Custom build (weeks of work) | CerebraIdentity + CerebraTenant — out of the box |
| Billing, quota & ops | Not in scope — figure it out later | CerebraBilling + CerebraAIOps included |
End-to-End AI Services
We help you from start to finish — complete AI solutions in one place
29 Services — Snap Together Like Lego
Pick only the layers you need — AI, Data, IoT, Platform & Ops — all battle-tested across 575 real scenarios
23+ modules — pick what you need, snap them together like Lego
AI Engines
5 modulesInference, training, and reasoning at any scale
Data & Events
4 modulesUnified event bus, streaming, and sync for all services
IoT & Edge
4 modulesConnect thousands of devices — factories, farms, clinics
Platform & Access
5 modulesAPI gateway, identity, tenancy — enterprise-grade out of the box
Security & Ops
5 modulesGovernance, billing, alerts — everything to run in production
24 Industry Domains — Click to See Which Modules Fit Your Work
378+ scenarios shown here are designed and tested end-to-end using real Cerebra Lego modules.
← Click any domain to see recommended modules
575 Scenarios Tested Across 24 Industries
Pick the Lego modules you need, snap them together, and deploy — no rebuilding from scratch.
29 Services Across 5 Layers — Pick Only What You Need
Each layer works independently and connects via Event Bus — no lock-in, no bloat.
ML training & inference pipelines
Private Local LLM — 100% on-premise
Enterprise RAG / Document AI
Computer Vision — detection, classification, QC
Thai & multilingual OCR engine
Not sure which layers you need? Our team will design your exact stack within 48 hours.
Design My Lego StackOur Flagship Products
Cerebra Platform
Enterprise AI Ecosystem — 29 production-ready microservices for Security, Governance & AI Intelligence
CerebraChartSentinel
AI-SPC Quality Control — Reduce waste by 85%, real-time OOC detection
Document AI Workbench
OCR + RAG Platform — Extract document data, connect to Knowledge Base
Specialized AI Modules
Extend capabilities with specialized modules for every business challenge
Build Your Lego Stack in 4 Steps
From your scenario to a working production stack — 10x faster than building from scratch.
Define Your Scenario
Tell us your industry and goal — or browse from 575 tested blueprints. We identify which scenario fits your problem in a 30-min call.
We Design Your Stack
Our architects recommend exactly which Lego modules your scenario needs — no more, no less. You see the stack before a single line of code.
Snap & Deploy
We configure selected modules, wire them through the shared Event Bus, and deploy to your target — Edge, Cloud, or Hybrid. Working demo in 1–2 weeks.
Scale & Extend
Need a new capability? Snap in another module — no refactoring the core. Our team supports you from MVP to enterprise scale.
575 Scenarios — Real Results, Proved
Every module tested across 24 industries — from factories and hospitals to agriculture and logistics.
Scenarios Tested
24 industry domains, proven in production
Lego Services
Pick, snap, deploy — no rebuilding
Images/Docs
Processed monthly
Enterprise Uptime
Reliability guarantee
Successful Use Cases
Industrial QC
Real-time defect detection, 1M+ parts inspected
Healthcare AI
Pathology & Radiology analysis support
CerebraForge (RAG)
Enterprise Search, 50K+ documents indexed
Edge Intelligence
100% Offline capability, Privacy-first
Smart Logistics
Automated inventory & package sorting
Financial Doc AI
Invoice & Tax receipt automation
24 Industries Covered Across 575 Scenarios
Each scenario designed and tested end-to-end with Cerebra Lego Modules
Manufacturing
Healthcare
Retail & Service
Logistics
Agriculture
Working with SMEs and innovation teams
We don't just sell solutions — we give you tested Lego modules from 575 scenarios. Your team snaps them together and deploys in weeks, not months.
24 industry domains, proved in production
Pick, snap, deploy — no rebuilding
From kickoff to working demo
Selected teams we've supported
“CerebraTechAI gave us the edge by pairing technical depth with tested Lego architecture — we didn't rebuild from scratch, we just snapped modules together and deployed.”
Interim COO
Automotive OEM (Thailand)
Why Lego Architecture works
Start with proven blueprints — 575 scenarios, not guesswork
Combine only the modules your project needs — no bloat
Deploy to Edge, Cloud, or Hybrid — same modules, any stack
575 Scenarios tested — 29 services ready to deploy
Built on CerebraMCP
CerebraMCP isn't a product you buy — it's the control plane that gives every AI solution we build built-in guardrails, audit trails, and human review.
Governed tool access
Every tool call is authorized by role. AI cannot access systems it is not permitted to touch.
Human-in-the-loop approvals
Critical actions require human review before execution. No silent AI decisions on sensitive operations.
Audit-ready AI workflows
Cryptographically-signed audit logs for every AI decision. Immutable, tamper-proof, compliance-ready.
Scenario validation
599 real-world scenarios across 25 industry categories — every module validated before shipping.
Deployment playbooks & rollback
Blue-green deployments, canary releases, and one-click rollback — production risk stays minimal.
Extendable skill packs
Add new AI capabilities as governed skill packs. Extend without rewriting the core.
Ready to Start Your AI Project?
Let's discuss your challenge. We'll help design and develop an AI solution tailored to your business
Response within 24 hours with initial plan and next steps