Generative AI development builds a custom system around a foundation model so it works on your data, inside your stack, under your security rules. An off-the-shelf tool is generic, it doesn’t know your documents or connect to your ERP. Custom development gives you grounded accuracy, integration, and governance.

It depends on scope, data complexity, and integration depth, so honest pricing comes after scoping. A time-boxed POC sits at the lower end; a hardened production system with full integration sits higher. The assessment gives you a rough estimate based on your specific use case.

A scoped POC typically takes a few weeks. Hardening it, security review, evaluation, guardrails, integration, and monitoring, usually adds weeks to a few months, depending on systems touched and compliance needs. We time-box each stage so you see working software early and know what’s left.

The highest-payback cases sit where there’s heavy unstructured knowledge and repetitive judgment: knowledge assistants grounded in your internal docs and SOPs, document processing and report drafting, contract review, compliance document generation, and automated processing of invoices and paperwork. They remove repetitive work and sit on knowledge you already own.