I want to bring an AI-driven agent into our organisation to remove as much manual effort as possible from an existing in-house workflow. The agent must connect directly to our own custom internal software, so I need full, seamless integration rather than a loosely coupled add-on. Here’s what I’m looking for: • A clear plan outlining how the agent will plug into our proprietary APIs, databases, and authentication layers without exposing data outside our network. • Development of the agent itself (Python is our default stack, but I’m open to other languages if they fit better), including any machine-learning or natural-language components you propose. • End-to-end testing inside our staging environment, followed by production rollout with zero downtime. • Concise technical documentation and a short hand-over session so my internal team can maintain and extend the solution later. Acceptance criteria – The agent runs on-prem or within our private cloud only – All calls to our custom software complete successfully and are logged for auditing – Response times remain within current SLA targets – Final code passes a joint security review If you’ve built AI automations that talk directly to proprietary systems before, I’d love to see your approach and any relevant examples.