/GOVERNED AI AGENTS FOR OPERATIONS
Ready for SuperIntelligence (SI), and what it takes.
Microsoft AI has formed a team to build SuperIntelligence, and OpenAI’s chief executive writes that it is close. No one can sell it to you today. What we build is an operation ready to put each more capable model to work: agents on models from Microsoft, Anthropic, OpenAI and Google, connected to your systems, reading one trusted version of the data, tested before they are trusted, and approved by people.
IN THEIR OWN WORDS
What SuperIntelligence-ready means.
Two of the labs say it in their own words. Readiness is the part an operation can work on now.
Mustafa Suleyman, Microsoft AI, 6 November 2025
“To do this we have formed the MAI Superintelligence Team”
Towards Humanist Superintelligence, Microsoft AISam Altman, OpenAI chief executive, 10 June 2025
“Humanity is close to building digital superintelligence”
The Gentle Singularity, Sam AltmanSuperIntelligence-Ready
What makes an operation SuperIntelligence-ready.
When an operation gets these right, a more capable model becomes an upgrade you plan, not a rebuild. Criteria for discussion. No assessment has been performed.
A Choice of Frontier Models
Agents run on models from Microsoft, Anthropic, OpenAI and Google, chosen per task. A new model is tested on your cases before it takes over.
Connected to the Real Operation
Agents reach your ERP, WMS, TMS, MES and POS through governed tools, so a more capable model works through the connections you already have.
One Trusted Version of the Data
Every agent reads the same governed data, with its lineage, so a smarter model reasons over facts, not over three versions of them.
Measured Before It Is Trusted
Each agent has a fixed test set from your own cases. A new model passes it before it touches a record. People approve every change that matters.
Mapped to Singapore’s Agentic AI Framework
Each agent bounded, owned, tested and explained to its users, against the four areas of IMDA’s Model AI Governance Framework for Agentic AI.
GOVERNANCE
Four areas of the framework, and a control for each.
IMDA launched the framework on 22 January 2026 and updated it on 20 May 2026. It sets out four areas across the life of an agent. Here is the control we build for each.
Assess and Bound the Risks Upfront
Each agent has a named owner and a fixed list of the tools it may call, and runs under the requesting user’s permissions.
Make Humans Meaningfully Accountable
A named person approves any action that changes a record, a payment or a customer message, and every approval is logged.
Implement Technical Controls and Processes
Evaluation before production and after it, least-privilege access for every tool, tracing and monitoring in production, and a rollback for every release.
Enable End-User Responsibility
Role-based Academy training for the people who work with agents, from AI fundamentals to agent administration.
IMDA, Factsheet: Model AI Governance Framework for Agentic AI, January 2026. IMDA, Updated Model AI Governance Framework for Agentic AI, 20 May 2026. Ministry of Digital Development and Information, Singapore Launches New Model AI Governance Framework for Agentic AI, 22 January 2026.
MODELS
Four model makers. One governed way to use them.
We are not tied to one model maker. Each agent runs on the model that passes its tests for the job, behind the same identity, tools, logging and approval gates.
Microsoft
Foundry Agent Service hosts agents built with any framework, each with its own Microsoft Entra agent identity. Copilot Studio builds low-code agents.
Microsoft Learn, updated 29 September 2026Anthropic
Claude models, generally available in Microsoft Foundry since 29 June 2026 with Azure billing and governance, and in Microsoft 365 Copilot.
Anthropic, 29 June 2026OpenAI
GPT models, from OpenAI and in Microsoft Foundry, where Model Router can choose between GPT and the Claude models you deploy.
Microsoft Foundry Blog, 9 September 2026Gemini models, through Google Cloud’s Gemini Enterprise, and in agents built with Microsoft Agent Framework, which connects to Gemini.
Google Cloud, 10 October 2025Model and product names belong to their owners. Naming them describes what we build with, not a partnership.
WHY NOW
Why now, and why here.
The software, the habits and the rules have all arrived. The work left is a plan that joins them up.
Agents Are Moving into the Software You Already Run
Gartner predicts that 40% of enterprise applications will feature task-specific AI agents by the end of 2026, up from less than 5% in 2025.
Gartner, 26 August 2025Few Places Use AI More Than Singapore
Microsoft’s September 2026 AI diffusion report puts Singapore second worldwide, with 64.3% of people aged 15 to 64 using generative AI, behind the UAE.
Microsoft On the Issues, 21 September 2026Few Leadership Teams Are Aligned on It
In Microsoft’s 2026 Work Trend Index, only 24% of Singapore respondents said their leadership is clearly and consistently aligned on AI.
Microsoft Source Asia, 16 June 2026The Controls Now Exist
Singapore’s agentic AI framework arrived in January 2026, and Microsoft Agent 365, a control plane for agents, became generally available in May.
Microsoft Security Blog, 1 May 2026THREE WAYS TO START
Three ways to start. One team behind all three.
Consulting, development and deployment, each as a defined engagement with a defined result. The people who advise you also build and run what they advised.
Consulting
AI Readiness Assessment
Find the agent worth building first: use cases weighed for value, data, risk and cost; the model, tools and approvals each one needs; and a costed recommendation you keep, whether or not we build it.
Book a 30-Minute Working SessionDevelopment
First Agent in Production
One agent, live on your systems: built on your data, tested on your own cases, with governed tools into your ERP, WMS, TMS, MES or POS, released to one site, lane or line, then measured.
About Data and Enterprise AIDeployment
Agent Operations and Governance
Keep every agent registered, watched and accountable: every agent registered with its own Entra Agent ID and governed through Microsoft Agent 365 where it is licensed, human checkpoints mapped to Singapore’s agentic AI framework, model upgrades tested before they go live, and a monthly service review covering incidents, cost and change.
About Managed ServicesNEXT STEP
Tell us what is blocked.
Start with the outcome that is blocked, not the software you think you need. A named consultant replies within one business day.
