Custom AI Agent Development

Custom AI agent development is engineering an AI agent from the ground up for one organization — its data model, workflows, systems of record, and compliance regime — rather than configuring a generic agent platform or template. The agent is grounded in your knowledge graph, calls your systems through governed MCP tools, and is evaluated against acceptance criteria you agree in writing.

A platform makes you bend your process to its assumptions and shares a model across every tenant. A custom agent is modeled on your entities and policies, integrates directly with your systems of record, and enforces your compliance rules as hard constraints. You own the code and the IP; nothing is shared, templated, or locked to a vendor.

Custom agentic AI development services cover the full build of a bespoke agent: knowledge-graph modeling of your domain, GraphRAG retrieval, MCP servers for governed tool access, an evaluation harness with critic gates, and an immutable audit layer. Agentic Giants delivers these as a fixed-price 6-week production pilot scoped against your workflow and acceptance criteria.

Yes. You receive the production code, the evaluation harness, and 100% IP ownership, deployed in your own VPC. There is no shared model, no per-seat platform lock-in, and no dependency on us to keep it running — though we offer ongoing support if you want it.

Structurally, not with prompt engineering. The agent retrieves from your knowledge graph over GraphRAG, so it can only cite entities that exist in your data; a critic agent checks every output against acceptance criteria before it ships; and a policy layer blocks any action outside the agent's scope. Measured: 90% fewer unsupported answers versus baseline vector RAG in our internal test sets.

Custom production pilots are fixed price and delivered in 6 weeks, scoped against your workflow, acceptance criteria, and reliability targets agreed in writing before work starts. Multi-workflow programs scale from there. We scope precisely in the architecture briefing rather than publish a rate card, because every custom build is different — and the guarantee (miss the criteria, the pilot is free) means we price it honestly.