CodeSurge AI services
Generative AI Development Services
We design generative AI experiences around the information, users and controls that matter to your organization.
Business problems we solve
- • Teams cannot find or use internal knowledge quickly
- • Inconsistent drafting and analysis workflows
- • Need for model capabilities with enterprise safeguards
What we build
- • LLM application and copilot development
- • Retrieval-augmented generation
- • Prompt, model and evaluation strategy
- • Access controls and feedback loops
Typical delivery architecture
- • Application experience
- • Identity and permission checks
- • Retrieval, prompts and model routing
- • Evaluation, telemetry and feedback
A practical implementation path
- 1. Discovery: Align on the workflow, users, existing systems and desired outcomes.
- 2. Design: Define architecture, security boundaries and a focused first release.
- 3. Build and validate: Integrate, test realistic scenarios and refine with stakeholders.
- 4. Operate and improve: Monitor quality, exceptions and adoption after launch.
Frequently asked questions
Do you build RAG applications?
Yes. We can build retrieval-backed experiences with source-aware answers, access controls and quality evaluation.
Which models can you use?
The model choice follows the use case, privacy requirements, latency and cost constraints.