# AI Agent Builders by GammaDX

> Custom AI agents engineered into the enterprise stack a client already runs. Scoped to one operational job, integrated with CMS, CRM and analytics, governed and monitored in production. Based in Australia. Contact: hello@gammadx.com.au

Every page below has a markdown mirror under https://aiagentbuilders.com.au/md/. Full corpus: https://aiagentbuilders.com.au/llms-full.txt

## Core pages

- [Home](https://aiagentbuilders.com.au/md/index.md): what we build and how we work
- [What we build](https://aiagentbuilders.com.au/md/what-we-build.md): example agent types
- [How we work](https://aiagentbuilders.com.au/md/how-we-work.md): four-week delivery approach
- [Governance](https://aiagentbuilders.com.au/md/governance.md): access, audit, human review, data boundaries, cost control
- [Technologies](https://aiagentbuilders.com.au/md/technologies.md): models and platforms we build with
- [Contact](https://aiagentbuilders.com.au/md/contact.md): how to scope a build

## Agent services

- [Reporting & insight agents](https://aiagentbuilders.com.au/md/agents/reporting-insight.md): The weekly report, written before you get in.
- [Content & campaign operations agents](https://aiagentbuilders.com.au/md/agents/content-campaign-ops.md): Campaign content, prepared inside the system that publishes it.
- [Triage & routing agents](https://aiagentbuilders.com.au/md/agents/triage-routing.md): Every enquiry classified, enriched and sent to the right owner.
- [Personalisation & decisioning agents](https://aiagentbuilders.com.au/md/agents/personalisation-decisioning.md): The next best action, chosen inside your existing journey.
- [Workflow connector agents](https://aiagentbuilders.com.au/md/agents/workflow-connectors.md): The handling between systems, without the swivel-chair work.
- [Managed AI agent services](https://aiagentbuilders.com.au/md/agents/managed-ai-agents.md): Your agents stay reliable after they go live.

## Insights

- [What is an AI agent? A practical guide for enterprise teams](https://aiagentbuilders.com.au/md/insights/what-is-an-ai-agent-enterprise-guide.md): Understand the difference between an AI agent and a conventional application, then assess whether a job genuinely needs one.
- [AI agents vs automation vs chatbots: choosing the right approach](https://aiagentbuilders.com.au/md/insights/ai-agents-vs-automation-vs-chatbots.md): Choose between deterministic automation, conversational assistance and an action-taking agent based on the job.
- [How to identify a high-value AI agent use case](https://aiagentbuilders.com.au/md/insights/identify-high-value-ai-agent-use-case.md): Find repeatable work with meaningful handling cost, bounded judgement and accessible systems.
- [How to integrate AI agents with existing enterprise systems](https://aiagentbuilders.com.au/md/insights/integrate-ai-agents-enterprise-systems.md): Connect agents through governed interfaces without creating another isolated platform or uncontrolled data copy.
- [AI agent governance: the controls to define before production](https://aiagentbuilders.com.au/md/insights/ai-agent-governance-controls.md): Turn governance from a policy exercise into controls that operate on every agent run.
- [Human-in-the-loop AI agents: where review belongs](https://aiagentbuilders.com.au/md/insights/human-in-the-loop-ai-agents.md): Design review around consequences, uncertainty and exceptions rather than asking people to inspect everything.
- [From AI pilot to production: a four-week delivery framework](https://aiagentbuilders.com.au/md/insights/ai-pilot-to-production-four-week-framework.md): Organise discovery, connection, testing and release around one operational job.
- [How to measure AI agent ROI without inventing the numbers](https://aiagentbuilders.com.au/md/insights/measure-ai-agent-roi.md): Build an evidence-based business case with a real baseline and costs that continue after launch.
- [Reporting agents: turning dashboards into decisions](https://aiagentbuilders.com.au/md/insights/reporting-agents-dashboards-to-decisions.md): Add a governed interpretation layer over existing analytics and reporting systems.
- [Build or buy an AI agent: a decision guide for enterprise teams](https://aiagentbuilders.com.au/md/insights/build-or-buy-ai-agent.md): Choose based on differentiation, integration, control and operating ownership rather than feature lists.