Build: Agentic & Generative Systems
Custom LLM Applications & Copilots
Domain copilots for sales, engineering, legal, and finance — with the model selection and evaluation evidence to back them.
8–14 weeks Milestone-gated T&M
Working applications built around your domain and your users: copilots that draft, review, summarise, and recommend inside the tools people already use. We run structured model selection, prompt-engineering and fine-tuning programmes, and deliver benchmark evidence alongside the application.
Who it's for
- Functional leaders who want a copilot for a specific team
- Product owners embedding AI features in internal tools
- Engineering leaders who want a repeatable pattern for LLM features
What you get
Working application, integrated with your identity and systems
Model selection report with cost and quality benchmarks
Evaluation benchmarks and regression suite
How it works
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01
Jobs to be done
Observe the team, define the tasks and the quality bar.
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02
Prototype
Thin slice with real users in two weeks.
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03
Build & evaluate
Iterate against the benchmark; fine-tune only where it pays.
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04
Ship
Rollout, telemetry, and adoption support.
Questions
Rarely at first. We start with retrieval and prompting, measure, then fine-tune when format, tone, or cost targets cannot be met otherwise.