Question 1

How is this different from ChatGPT?

Accepted Answer

ChatGPT is a conversation interface. Our agents are autonomous systems that can access your tools, make decisions, and take actions. They don't just answer questions—they complete tasks.

Question 2

What if the agent makes a mistake?

Accepted Answer

We build in guardrails. High-stakes actions require human approval. Low-confidence decisions are escalated. You set the risk tolerance; the agent respects it.

Question 3

Which AI model do you use?

Accepted Answer

We're model-agnostic. We pick the best model for your use case—Claude Opus 4.7 for complex reasoning, GPT-5.5 for agentic workflows, Gemini 3.1 for document processing, Llama 4 or DeepSeek V4 for privacy. Often we combine multiple models via MCP and A2A.

Question 4

What is MCP and why do you use it?

Accepted Answer

MCP (Model Context Protocol) is the universal standard for connecting AI agents to business tools—think of it as USB-C for AI. Now governed by the Linux Foundation, alongside the A2A Protocol for agent-to-agent coordination.

Question 5

Are your AI solutions EU AI Act compliant?

Accepted Answer

Yes. With the deadline just 3 months away (2 August 2026), we build compliance into every deployment including risk classification, Article 50 transparency, audit trails, and governance-as-code.

Question 6

What is context engineering and how do your AI agents use it?

Accepted Answer

Context engineering is the practice of architecting the right information environment for AI agents—going beyond prompt writing. We use dynamic context injection, selective retrieval, and structured layouts to ensure optimal agent decisions.

Question 7

What are Agent Teams and how do they work?

Accepted Answer

Agent Teams use the A2A Protocol so specialist AI agents can coordinate autonomously—discovering capabilities, delegating tasks, and sharing context through standardised Agent Cards.

Question 8

Our employees are already using AI tools without permission. What should we do?

Accepted Answer

This is Shadow AI—a major risk. Don't ban AI outright. Cloud First can conduct a Shadow AI audit to identify unmanaged tools, assess risks, and replace them with governed, secure alternatives.