Artificial Intelligence
Most “AI projects” fail for the same reason: they start from the technology, not the job. Software Depo starts from the work you want done, then builds the smallest AI system that does it reliably – agents, retrieval, automation, or sometimes plain software with a model in one spot. We are the SoftwareMile practice for applied AI.
Where AI Actually Earns Its Keep
AI is worth it when the task involves unstructured language or documents at volume, when rules are too fuzzy to code but clear enough for people to judge, or when a human does the same reading-and-routing hundreds of times a day. It is not worth it when a database query or a form would do – and part of our job is telling you which situation you are in.
What We Build
- AI agents that read, decide, and act across your tools and documents
- Retrieval-augmented generation over your knowledge, with citations and access control
- Document processing: extraction, classification, and routing at volume
- MCP servers that connect models to your systems safely
- Model-in-the-loop features embedded into software you already run
Built to Be Trusted
Every deployment gets evaluation before rollout, monitoring after, scoped access to data and tools, and human approval where a mistake would cost something. AI you cannot audit is AI you cannot deploy – so we build the audit trail in from the start.
Tell us the task, not the technology – what work is eating your team’s time, what data it involves, and whether it must stay private. We will tell you honestly whether AI is the right tool.