AITG SDN BHD — PENANG, MALAYSIA
TERAGRIDAI Agent Platform Malaysia — Agentic AI for Enterprise
Agentic. Galactic. AI.
AI that doesn't just answer — it operates.
01 / THE PROBLEM
Chatbots tell.
Agents do.
Today's AI mostly replies. Your business needs AI that acts — on schedule, on events, end-to-end, with proof.
Chat-only AI
Asks back. Waits. The human still does the work.
Agentic AI
Plans, executes, and validates. The outcome gets delivered.
02 / WHERE TERAGRID SITS
The four layers
of AI.
Teragrid = L3. Where models become operators.
03 / PLATFORM AT A GLANCE
04 / THE AGENTIC LIFECYCLE
Six stages.
Fourteen modules.
One closed loop.
Connect
MCP integrations — plug agents into the systems where work already lives.
Configure
Profiles & settings — shape each agent's scope, tone, and permissions.
Think
Memory · Knowledge · Skills — grounded reasoning, not guesswork.
Execute
Chat · Terminal · Tasks · Jobs · Files — real actions, end-to-end.
Orchestrate
The Conductor coordinates multi-agent plans across your estate.
Monitor
Dashboard & operations — every run observed, measured, fed back.
05 / PRE-BUILT WORKFLOWS
Business value,
day one.
AI Usage Alert
Real-time cost guard on every token spent.
Daily KPI Digest
8 AM dashboard recap in your inbox.
Nightly KB Sync
Automatic knowledge-base health scan.
Weekly Market
Monday 9 AM AI market summary.
System Health
8-step full platform check on demand.
Data Integrity
10-step audit across the tenant estate.
06 / THE DIFFERENTIATOR
validate_execution
Every workflow proves it ran by re-querying the source of truth.
No more "did the agent actually do it?" — trust, but verify, built into the engine.
Multi-tenant by design
One platform. Total isolation. tenantId enforced at every query — zero data leakage.
Edge agent fleet
Distributed execution across KL, Singapore and Penang. Heartbeat-monitored, region-pinned for compliance.
Knowledge base + RAG
From document to answer — with citations, in seconds. Tenant- and department-scoped.
LLM-agnostic core
Claude today, anything tomorrow. Modern Jamstack core, data-sovereign in Southeast Asia.
07 / SECURITY & GOVERNANCE
Built in,
not bolted on.
JWT Auth
ActiveRBAC
ActiveAudit Trail
ActiveDLP Watermark
ConfigurableMFA-Ready
ConfigurableData Sovereignty
ap-southeast · MY/SG08 / WHY TERAGRID
Autonomous
Workflow-driven execution, not just chat.
Sovereign
SEA-hosted data, Malaysian company, RBAC everywhere.
Extensible
LLM-agnostic, 14-module agentic SDK.
Built in Penang for the region —
engineered for the world.
09 / TWO PRODUCTS, ONE SUBSTRATE
Teragrid Agent
The agent product — customer-facing chat, automation, and task execution for your teams.
Deploy an agent →Teragrid Ai Platform
The developer infrastructure — APIs, workflow engine, and multi-tenant substrate to build on.
Build on the platform →Two separate products from AITG Sdn Bhd — peers, unified by single sign-on.
10 / PLATFORM OVERVIEW
ENTERPRISE AI,
BUILT IN MALAYSIA.
Teragrid by AITG Sdn Bhd deploys autonomous AI agents that plan, execute, and validate business tasks end-to-end — not just answer questions. Built in Penang for Malaysian enterprises across BFSI, manufacturing, healthcare, and government. Layer 3 Agentic Platform, beyond L2 copilots (ChatGPT, Copilot) and L1 models (Claude, GPT, Gemini).
14 Agentic Modules
Full lifecycle coverage: Connect (MCP integrations — ERP, MES, CRM, IoT), Configure (profiles, scope, permissions), Think (memory, knowledge base, RAG), Execute (chat, terminal, scheduled tasks), Orchestrate (multi-agent coordination), Monitor (dashboard, audit trail, feedback). Independently configurable per tenant.
6 Pre-Built Workflows
Production-ready, day one: AI Usage Alert (real-time cost guard), Daily KPI Digest (8 AM recap), Nightly KB Sync (knowledge health), Weekly Market (Monday AI brief), System Health (8-step diagnostics), Data Integrity (10-step tenant audit). All run autonomously on schedule.
Multi-Tenant & Sovereign
Every query enforced with tenantId — zero data leakage between business units. Essential for Malaysian BFSI, healthcare, manufacturing, and government under PDPA 2010 and BNM guidelines. Data hosted in Southeast Asia (MY/SG regions). No regulated payload leaves Malaysian jurisdiction without contracted consent.
LLM-Agnostic Core
Use Claude (Anthropic), GPT (OpenAI), Gemini (Google), or DeepSeek today — switch tomorrow without breaking workflows. Agentic logic lives in the platform layer, not the model. Model selection configurable per workflow, per tenant, or per task. No vendor lock-in.
Security & Governance
Built in, not bolted on: JWT auth, RBAC with granular permissions, full audit trail, DLP watermarking, MFA-ready, configurable data sovereignty enforcement. Enterprise SSO support. All controls active by default.
Validate Execution Engine
Every workflow proves it ran by re-querying the source of truth via validate_execution. No more "did the agent actually do it?" — trust, but verify, built into the engine. Edge agent fleet across KL, Singapore, and Penang with heartbeat monitoring and region-pinning for compliance.
10 / ABOUT AITG
We architect, deploy, and operate agentic AI systems for Malaysian medium and large enterprises.
Sovereign by Default
No regulated payload leaves Malaysian jurisdiction without contracted consent.
Agentic, Not Prompted
Layered reasoning with bounded mathematics — not single-call LLM wrappers.
Portfolio, Not Monolith
Focused brands meet buyers by problem and procurement path.
Operate, Don't Just Sell
Long-term operating partnership beats licence-and-leave.
11 / WHAT IS AN AI AGENT PLATFORM
AI Agent Platform Malaysia
Teragrid Malaysia is the country's enterprise AI agent platform — software that runs autonomous AI workers, not just chatbots that answer questions, but agents that read your systems, make bounded decisions, and take action inside your business.
Reads Your Systems
The agent connects to your ERP, CRM, databases, and documents. It pulls the context it needs — orders, ledgers, tickets, records — before it acts.
Bounded Reasoning
Every action sits inside rules you define. The agent reasons within a mathematical boundary, not free-form guesses — so outputs are predictable and auditable.
Takes Action
It does not stop at a suggestion. It writes results back to your systems, sends the email, updates the record, flags the risk — then logs every step.
Keeps Data In Malaysia
Hosted in Malaysian jurisdiction by default. Regulated payloads stay inside contracted boundaries. Built for PDPA 2010 and Bank Negara expectations.
Full Audit Trail
Every decision, tool call, and output is recorded. Any question from a regulator, auditor, or board can be answered with a timestamped log.
Model-Flexible
Bring your own LLM — OpenAI, Anthropic, DeepSeek, Google, or a local model. The agentic layer sits above the model, so you are never locked in.
12 / AGENTIC AI BY INDUSTRY
Agentic AI for Malaysian Industry
Teragrid ships with pre-built workflows for the industries that drive the Malaysian economy. Each is tailored to local compliance, local systems, and local procurement paths.
Banking & BFSI
Compliance checks, KYC and onboarding, document processing, suspicious-transaction flagging, and regulatory reporting — with Bank Negara-grade audit trails and PDPA-bound data.
Manufacturing
Production reporting, inventory reconciliation, supplier follow-up, quality logging, and preventive maintenance scheduling — wired into your MES, ERP, and IoT feed.
Large Corporations & MNCs
Back-office automation, finance reconciliation, HR onboarding, multi-entity reporting, and cross-border workflow orchestration — built for scale and governance.
Chain Retailers
Multi-outlet inventory, demand forecasting, supplier coordination, price-change rollouts, and customer service automation across every store from one platform.
Government & Public Sector
Citizen services, document processing, inter-agency data reconciliation, and reporting — with strict data residency and role-based access for regulated deployments.
Healthcare
Patient record reconciliation, appointment orchestration, claims processing, and compliance logging — with configurable retention and access boundaries.
13 / IMPLEMENTATION PATH
From Scope to Operate
A clear, staged path — no black-box deployment. You see the workflow, the data boundary, and the audit design before a single agent goes live.
01 Discover
We map your highest-friction workflows, the systems they touch, and the compliance boundary. Output: a scoped use case with clear ROI hypothesis.
02 Design
We architect the agentic workflow — inputs, tools, reasoning bounds, human checkpoints, and audit logging. You approve the design before build.
03 Build
The agent is wired to your systems, tested against real (de-identified) data, and validated against your acceptance criteria and compliance rules.
04 Deploy
Go-live on your infrastructure or our Malaysian-hosted environment, with role-based access, monitoring, and full audit trail active from day one.
05 Operate
We do not licence-and-leave. Teragrid operates alongside your team — tuning, expanding to new workflows, and compounding value over the partnership.
15 / WHY MALAYSIAN ENTERPRISES CHOOSE TERAGRID
Built for Malaysia, Not Imported
Most AI platforms are built in Silicon Valley and adapted for Malaysia. Teragrid was built in Penang for Malaysian enterprises — with local compliance, local systems, and local operating realities designed in from day one.
PDPA 2010 Native
Data residency, consent, retention, and access control are not add-ons — they are the architecture. Every workflow is designed against Malaysia's Personal Data Protection Act from the start.
LHDN e-Invoicing Ready
Agents can generate, validate, and submit e-invoices through the MyInvois API — automating the compliance workload that Malaysian finance teams now carry.
Local Operating Team
Based in Bayan Baru, Penang. You work with engineers who understand Malaysian procurement, Malay and English business communication, and local regulatory expectations.
Bahasa Malaysia Capable
Agents process and generate content in Bahasa Malaysia, English, and Manglish — critical for government, retail, and citizen-facing deployments across the country.
No Vendor Lock-In
Bring your own LLM, your own cloud, your own identity provider. Teragrid is the agentic layer above your choices — not a cage that traps your data or your models.
Operate, Don't Just Sell
We do not hand over a licence and disappear. Teragrid operates alongside your team — tuning workflows, expanding scope, and compounding ROI across the partnership.
14 / FREQUENTLY ASKED
AI Agent Platform — FAQ
Direct answers to the questions Malaysian enterprise buyers ask most. Every answer below matches our structured data — what you read is what search engines and AI engines see.
How do I buy an AI agent platform in Malaysia?
Email [email protected] or book a demo. We scope your use case (BFSI, manufacturing, government, or MNC), map it to a Teragrid workflow, and deploy on your infrastructure or ours — all within Malaysian data residency.
What is the best AI agent platform for Malaysian enterprises?
Teragrid is built specifically for Malaysian medium and large enterprises. Unlike generic chatbot tools, it runs agentic workflows with bounded reasoning, integrates with your existing systems, and keeps data in Malaysia under PDPA 2010.
How much does an enterprise AI agent platform cost in Malaysia?
Pricing is scoped per workflow and per deployment scale. Typical enterprise engagements start from a discovery phase, then move to a managed operating model. Contact us for a proposal tailored to your BFSI, manufacturing, or government requirements.
Can Teragrid deploy AI agents for Malaysian banks and BFSI?
Yes. Teragrid agents handle BFSI workflows including compliance checks, document processing, customer onboarding, and report generation — with audit trails, access control, and data boundaries that meet Bank Negara and PDPA expectations.
Does Teragrid support AI agents for manufacturing in Malaysia?
Yes. Teragrid agents automate production reporting, inventory reconciliation, supplier follow-up, quality logging, and preventive maintenance scheduling — connecting to your MES, ERP, and IoT data sources.
Is Teragrid PDPA compliant for Malaysian government use?
Teragrid is designed with PDPA 2010 in mind: data residency in Malaysia, role-based access control, full audit logging, and configurable data retention. We support government and regulated-sector deployments with contracted data boundaries.
What is the difference between Teragrid and ChatGPT Enterprise or Copilot?
ChatGPT and Copilot are general-purpose assistants. Teragrid is an agentic platform that operates workflows end-to-end — it reads your systems, takes bounded actions, writes results back, and keeps everything inside Malaysian jurisdiction with audit trails.
Can I use my own LLM with the Teragrid platform?
Yes. Teragrid is model-flexible. You can bring your own LLM (OpenAI, Anthropic, DeepSeek, Google, or a local model) or use our managed models. The agentic layer — reasoning, tools, memory, and audit — sits above whichever model you choose.
What are Teragrid's pre-built workflows?
Teragrid ships with workflows for BFSI compliance and onboarding, manufacturing reporting and reconciliation, government citizen services, and enterprise back-office automation. Each can be tailored to your systems and procurement path.
Where is Teragrid data hosted?
Teragrid data is hosted in Malaysia by default. For regulated industries we deploy on your infrastructure or a contracted Malaysian cloud. No regulated payload leaves Malaysian jurisdiction without explicit contracted consent.
Let's give your business an agentic edge.
[email protected]Penang, Malaysia · Serving medium & large enterprises across Southeast Asia