Retrieval-augmented generation and knowledge grounding
Grounding
Prompts
Review
Guardrails
Business challenges
- Generic chat tools do not understand company knowledge or policy.
- Uncontrolled generation creates quality, privacy, and brand risk.
- Teams struggle to move from demos to dependable workflows.
Our solution
Prompt Works AI designs LLM applications around your documents, systems, and review process. We focus on grounded answers, controlled actions, and measurement so generative features can sit inside real work.
Capabilities
Prompt, tool-use, and workflow design
Content, support, and operations assistants
Evaluation sets, quality review, and fallback paths
Access control, logging, and usage policy support
Benefits
- Faster access to internal knowledge
- More consistent first drafts and summaries
- Clearer human review points
- A more controlled path than unconstrained chat
Typical use cases
Policy and knowledge assistants for employees
Document summarization and drafting workflows
Product features that generate structured content
Internal research and analysis support
Implementation approach
Identify tasks where language models can assist, not replace judgment.
Connect approved sources and define response boundaries.
Build the application with evaluation and review loops.
Tune quality, latency, and operating cost after release.