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// DIRECT ANSWER
NovaGenAI is an NVIDIA Inception partner and Anthropic CPN pathway participant with live ChatGPT Enterprise deployments across Malaysian enterprises — right now, in production, at scale. We don't advise. We don't resell API credits. We provision, configure, harden, and operate ChatGPT Enterprise as mission-critical infrastructure. Tenant isolation. SAML/SSO with Azure AD or Okta. RBAC at scale. Audit logging on every interaction. On-premise DGX Spark capability means your most sensitive workloads never leave your building.
Most organisations buy ChatGPT Enterprise and leave it ungoverned. Employees use it in isolation. Data leaks through prompts. Nobody tracks usage. The ROI evaporates. Most ChatGPT 'consultants' have never deployed to 500 users. We have. We deploy ChatGPT Enterprise as an enterprise platform — governed, measured, and integrated into your workflows from day one. Every deployment ships with custom GPTs executing your business logic, comprehensive team training, and 24/7 managed operations. We guarantee 85% active user adoption within 30 days.
// CHATGPT ENTERPRISE SERVICES

We provision your tenant, integrate SAML/SSO with Azure AD or Okta, configure RBAC, and enforce data residency — in 14 days. Not 6 months. Your teams are productive on day 15. We guarantee it. Enterprise-grade from the first login.

ChatGPT Enterprise and Microsoft 365 Copilot under one governance framework. Your CFO's team uses Copilot for Excel analysis. Your strategy team uses ChatGPT Enterprise for competitive research. Single SSO. Single audit trail. Zero fragmentation. We ship both platforms integrated from day one.

AI agents that execute your business — not generic chatbots. We build department-specific GPTs with your SOPs, product catalogues, pricing logic, and compliance templates. Connected to your CRM, ERP, and internal APIs. One enterprise reduced proposal generation from 3 days to 4 hours. This is what we ship.

DLP guardrails, prompt auditing, data classification enforcement, compliance monitoring — architected before the first user logs in. PDPA, BNM RMiT, MAMPU, ISO 27001 alignment. Your compliance team gets full visibility. Your board gets documented assurance. Governance is the architecture, not the afterthought.

Structured enablement that makes your teams self-sufficient within 90 days. Executive strategy briefings, department workshops, power-user certifications. We measure adoption rates weekly and report to your leadership. 85% active user rate within 30 days is our delivery benchmark — not our aspiration.

24/7 platform management — usage analytics across departments, seat cost optimisation, GPT maintenance, policy updates. Your IT team focuses on your core business. We operate the AI layer. Quarterly ROI reports delivered to your CFO. This is enterprise AI operations, not a helpdesk ticket queue.
// DIFFERENTIATION
Most ChatGPT 'consultants' have never deployed to 500 users. We have — across multiple Malaysian enterprises, in production, right now. When your CISO asks about RBAC at scale, we answer from experience. When your CFO demands ROI data across departments, we show real numbers from live deployments. We don't learn on your budget.
We're an NVIDIA Inception partner building on DGX infrastructure. We're on the Anthropic CPN pathway. We deploy on-premise AI via DGX Spark when your data cannot leave your building. Generic consultants resell API credits. We build and operate the infrastructure layer underneath. When your CTO asks about inference latency at scale, we answer from the silicon up. This matters.
ChatGPT Enterprise. Microsoft 365 Copilot. Custom GPTs. API integrations. On-premise DGX Spark. One partner. One governance framework. No vendor lock-in. No fragmented accountability. Your CTO gets one architecture diagram. Your CFO gets one invoice. Your CEO gets one partner who ships the complete stack — and owns the outcome.
ChatGPT Enterprise enablement from RM 50,000. Managed operations from RM 15,000/month. Every engagement includes baseline productivity measurement, quarterly ROI reporting, and a complete 3-year TCO model delivered before we start. No hidden fees. No per-prompt charges. No surprise invoices. Your CFO sees exactly what every ringgit delivers — and what every month of delay costs.
Three components, fully transparent: (1) OpenAI licensing — ChatGPT Enterprise seats priced per user annually. We negotiate volume discounts directly with OpenAI on your behalf. (2) NovaGenAI enablement — deployment and governance from RM 50,000, covering tenant provisioning, SSO integration, RBAC configuration, DLP guardrails, custom GPTs, and team training. (3) Managed operations from RM 15,000/month. The 3-year 3-year TCO for a 100-seat deployment is calculated from RM 800,000 to RM 1.2 million all-in. The ROI math: if a knowledge worker costs RM 120,000/year and ChatGPT Enterprise recovers 8 hours/week, that's RM 24,000/year per employee. Across 100 seats, the platform pays for itself in under 6 months. Every proposal includes a complete 3-year TCO model — licensing, enablement, operations, and projected productivity returns. No hidden fees. No per-prompt charges. No surprise invoices. Your CFO sees the full picture before we start.
Three layers of defence, deployed before the first user logs in: (1) DLP guardrails — prompt scanning and content filtering that detects and blocks PII, financial data, patient records, and classified information before it reaches the model. (2) RBAC and workspace segmentation — Finance cannot access HR GPTs. Sales cannot access Legal GPTs. Every department operates within its own governed surface. (3) Full audit logging — every prompt, every response, every file upload is logged and searchable. If someone attempts to paste a customer database into a prompt, your security team knows within minutes. For organisations with extreme data sovereignty requirements, we layer ChatGPT Enterprise with on-premise DGX Spark infrastructure — sensitive data never leaves your building. We provide full security architecture documentation and arrange a technical review with your compliance team before deployment. Your CISO gets documented assurance. Your board gets audit-ready governance.
The opposite — ChatGPT Enterprise reduces your Microsoft dependency risk. Microsoft 365 Copilot excels inside the Microsoft ecosystem: summarising Teams meetings, drafting Word documents, analysing Excel data. ChatGPT Enterprise excels at everything else: complex strategic reasoning, cross-platform analysis, custom workflow automation, and AI agents that operate outside the Office boundary. We deploy both under a unified governance framework — same SSO, same RBAC, same audit logging, same data policies. Your teams use Copilot for Office-native tasks and ChatGPT Enterprise for broader intelligence work. The result: you get best-in-class AI for every use case without betting your entire AI strategy on a single vendor. One governance surface. Zero fragmentation. Vendor diversification built into the architecture.
OpenAI's enterprise SLA guarantees 99.9% uptime — comparable to your Microsoft 365 SLA. In practice, ChatGPT Enterprise has demonstrated higher availability than most internal enterprise applications. For business continuity, we architect redundancy: custom GPTs with cached knowledge bases continue serving answers from local embeddings during brief outages. API actions route to your systems directly. For mission-critical workloads that cannot tolerate any cloud dependency, we deploy on-premise DGX Spark infrastructure running local models as a persistent fallback layer. Your teams keep working. Your workflows don't stop. We document the full business continuity architecture before deployment and test failover scenarios with your IT team.
85% active user rate within 30 days is our delivery benchmark — not our aspiration. We achieve this through structured enablement that starts before deployment: executive strategy briefings align leadership on use cases, department workshops build hands-on competence, and power-user certification creates internal champions. We measure adoption weekly — login frequency, prompt volume, GPT usage by department — and report to your leadership. When adoption dips in a department, we intervene within days with targeted coaching. The key insight most consultants miss: adoption isn't about training. It's about building custom GPTs that solve your team's actual daily pain points. When a procurement GPT cuts a 3-day vendor analysis to 3 hours, adoption isn't a problem — it's a stampede. We've delivered this across organisations from 50 to 500+ seats. Your CFO gets quarterly adoption and productivity reports with real numbers, not vendor marketing claims.
Buying ChatGPT Enterprise seats takes 5 minutes. Building an enterprise AI capability that generates durable competitive advantage takes years. Here's why your early-mover advantage compounds: (1) Custom GPTs are proprietary IP — your pricing logic, your compliance templates, your product catalogue reasoning, your SOPs encoded into AI agents. Competitors can't replicate your institutional knowledge. (2) Organisational learning compounds — teams that have used ChatGPT Enterprise for 12 months develop prompting sophistication, workflow integration patterns, and AI-native thinking that late adopters cannot fast-forward. (3) The integration surface deepens over time — each quarter we connect more of your internal systems, embed more business logic, and refine GPT performance based on real usage data. Your ChatGPT Enterprise instance becomes more valuable, more integrated, and harder to replicate with every passing month. The cost of waiting isn't the license fee — it's the 12-18 months of compounding advantage your competitors accumulate while you deliberate. The question isn't whether your industry will be AI-transformed. It's whether you lead that transformation or react to it.