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Ayers Software Repair
Services

AI development and repair

AI agents, document search, and automation connected to your systems and data.

Agents and integrations

Connect models to APIs and tools through application integrations and MCP servers.

Document search

Build retrieval-augmented generation (RAG) around your documents, with source citations that let users check an answer.

Private deployments

Run models and document workflows on your own hardware when the project needs local processing.

Repair and evaluation

Investigate unreliable outputs, retrieval problems, broken integrations, and generated code. Define checks for how the system should behave.

Tell us what you want to automate.

Include the systems, data, and users involved.

Send us a request