Question 1

What is Enterprise AI Architecture?

Accepted Answer

Enterprise AI Architecture is the design and integration of cloud-native AI systems across an organisation. It includes data flows, model hosting, agent orchestration, security, governance, and how AI fits into existing applications and infrastructure. DataBrain helps organisations build these foundations so AI is reliable, scalable and production-ready.

Question 2

How can AI improve software engineering teams?

Accepted Answer

AI can accelerate development by assisting with coding, testing, reviews, documentation and planning. With the right tooling and workflows, software teams can deliver faster and improve quality. DataBrain works directly with engineering teams to embed AI-accelerated practices into their day-to-day workflow.

Question 3

What are autonomous AI agents?

Accepted Answer

Autonomous AI agents are systems that can reason about tasks, plan actions, and execute work independently. They can retrieve information, make decisions and integrate with business systems. DataBrain builds custom agents tailored to specific operational needs across finance, operations, compliance and more.

Question 4

Do you build custom AI solutions for specific industries?

Accepted Answer

Yes. DataBrain designs applied AI systems for domain-specific workloads such as financial services, public sector, logistics, professional services and more. Solutions are built to integrate with existing systems and processes.

Question 5

How do organisations get started with AI safely?

Accepted Answer

Most organisations begin by defining an AI strategy, evaluating existing capability, and building a secure architectural foundation. DataBrain guides clients through this process — from early discovery to architecture, pilot projects and scaled rollout.

Question 6

Do you work with AWS services like Bedrock and AgentCore?

Accepted Answer

Yes. DataBrain specialises in AWS-native AI solutions, including Bedrock, S3 Vectors, AgentCore, LangGraph and other cloud-native components for building scalable AI systems and agents.

Question 7

What size organisations do you work with?

Accepted Answer

We work with mid-size organisations through to large enterprises that require robust, secure and scalable AI adoption. This includes private sector companies and government agencies.

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