// AUTONOMOUS AI FOR ENTERPRISE
We don't build chatbots. We deploy autonomous AI agents that think, act, and deliver results across every department in your business.
// NEW TO AI AGENTS?
Not your ERP. Not a ChatGPT subscription. Not a chatbot. Learn why enterprises need AI agents and how they sit on top of your existing systems.
Read the Full Guide →// UNDER THE HOOD
Every agent we deploy follows a proven architecture. Here's what happens when you give an agent a task.
User or system triggers a request — voice call, form submission, scheduled job, or another agent's handoff.
A master orchestrator agent analyses the task, determines complexity, and routes to the optimal specialist agent — or spawns multiple agents for parallel execution.
The specialist agent loads its role definition, connects to relevant tools (CRM, database, calendar), retrieves context from its knowledge base via RAG, and executes autonomously.
Task completed, audit trail logged, result delivered to user or handed to the next agent in the chain. Humans notified for review when guardrails require it.
// THE REAL POWER
A single AI agent is useful. A coordinated swarm of specialist agents working in parallel? That's transformational. This is the core of what we build.
When a complex task arrives, our orchestrator doesn't hand it to one agent. It decomposes the task, spins up 5, 10, or 20 specialist agents simultaneously, each tackling a piece of the puzzle. They work in parallel — a researcher gathers data while a writer drafts copy while an analyst crunches numbers while a compliance agent reviews everything. Work that takes a team of humans a week gets done in minutes.
Complex request comes in. The orchestrator breaks it into independent subtasks — what can run in parallel? What has dependencies?
Specialist agents are created on-the-fly. Each gets a role, knowledge base, tools, and the optimal AI model for its task. A researcher gets Gemini Flash. A coder gets Claude Sonnet. A writer gets GPT-5.2.
All agents work simultaneously. They can communicate, share findings, and hand off work to each other. An agent that finishes early can spawn sub-agents for deeper analysis.
The orchestrator collects all results, resolves conflicts, synthesises findings, and delivers a unified output — reviewed by a quality gate agent before delivery.
This is the difference. Other companies give you one AI assistant. We give you an entire AI workforce that scales to the size of any task — instantly, in parallel, with every agent optimised for its specific role.
// ANATOMY OF AN AGENT
Every agent we spawn — whether it lives for 5 minutes or runs permanently — is configured with these capabilities.
A specialised identity and mission: "You are a senior sales analyst at [Company]. Your job is to score leads and recommend actions." Not a generic assistant — a domain expert.
Connected to your documents — SOPs, product specs, medical protocols, compliance rules, training materials. The agent doesn't guess — it retrieves authoritative answers from your data.
CRM, ERP, databases, calendars, email, voice calls, file storage, APIs, spreadsheets. Agents don't just talk — they log into your systems and do the work.
Remembers past interactions, decisions, and context across sessions. Your HR agent knows it approved John's leave last Tuesday and that his balance is now 12 days.
Compliance rules, spending limits, approval gates, and human escalation triggers. The agent knows exactly when to act and when to ask a human.
Each agent gets the best model for its task. A researcher gets Gemini (fast, cheap). A strategist gets Claude Opus (deep reasoning). Sensitive tasks get Llama 3 (on-premise).
// SWARM INTELLIGENCE
A single task can trigger an entire swarm of specialist agents working in parallel. Here's a real example:
"Prepare the quarterly board report"
Complete board report delivered in 15 minutes — not 3 days
// ACROSS YOUR ORGANISATION
Click any department to see the agents we deploy there.
// THE BRAIN BEHIND THE AGENTS
We don't rely on a single AI model. Every task is routed to the optimal model based on complexity, speed, cost, and data sensitivity.
Deep strategy, complex reasoning, architecture decisions, critical analysis. The heavyweight for decisions that matter.
Code generation, data analysis, structured output. Best speed-to-quality ratio. Our workhorse for engineering tasks.
Creative writing, persuasive copy, marketing content. The strongest prose engine for client-facing communications.
Complex research, multi-step reasoning, long context. Processes entire codebases and document sets.
Bulk research, data gathering, summarisation. Ultra-fast, ultra-cheap. Runs thousands of queries at negligible cost.
Local LLM inference. Zero data leaves your building. PDPA compliant by architecture. Running on NVIDIA DGX Spark with vLLM.
Speech-to-text, multilingual transcription. Process voice recordings locally — patient calls never leave your network.
Document embeddings for RAG pipelines running entirely on-premise. Your knowledge base indexed locally.
Our orchestrator automatically routes each task to the best model. A quick FAQ answer goes to Gemini Flash (fast, cheap). A board-level strategy analysis goes to Claude Opus (deep reasoning). Sensitive patient data stays on Llama 3 (on-premise). You never think about which model — the system optimises automatically.
// AI-NATIVE PLATFORMS
We don't plug AI into existing CRMs. We build custom platforms with intelligence baked into every layer.
Our flagship sales intelligence platform, built for CryoCord Group — Malaysia's largest stem cell bank.
Your business deserves a CRM that thinks. Let's build it →
// NOT JUST HEALTHCARE
NovaGenAI started in biotech — but our agent architecture deploys anywhere. We're putting real AI into corporate hands.
Voice agents, patient management, lab intelligence, compliance automation
Risk assessment, document processing, compliance monitoring, client advisory
Quality control, supply chain optimisation, predictive maintenance, safety monitoring
Document intelligence, contract analysis, client communications, billing automation
Lead management, property matching, tenant communications, portfolio analytics
Route optimisation, warehouse management, demand forecasting, carrier coordination
If your business runs on people, processes, and data — we can deploy AI agents that make all three better.
// HOW WE DEPLOY
We map your workflows, pain points, and data landscape. Where are humans doing work that AI should handle?
Architect agent roles, data flows, tool integrations, and guardrails. You approve every decision before we build.
On-premise or cloud — your choice. Agents go live with monitoring, logging, and human oversight from day one.
Continuous learning. We monitor performance, refine agent behaviour, and scale to new departments as you grow.
// ENTERPRISE SECURITY
Sensitive data processed on-premise via DGX Spark. Patient records, financials, and HR data never leave your building.
Critical decisions require human approval. Agents escalate — they don't override. You define the escalation triggers.
Every agent action is logged: what it did, why, which data it accessed, which model it used. Complete accountability.
Agents only access what they need. A sales agent can't see HR records. A marketing agent can't access financials.
Automatic routing: sensitive data stays on-premise, non-sensitive tasks use cloud models for best-in-class capability.
Built for Malaysian data protection law from day one. Consent tracking, data residency, right-to-deletion — all handled.
Whether you need one agent or an entire swarm — let's talk about transforming your operations.
Book a Demo →