Generative AI with your business in context
Your policies, product information, and technical documents hold answers people need. We build applications that use this material to help users find information, prepare drafts, and review documents with the relevant sources at hand.
Give answers the right context
- Approved source materialChoose the documents and records the application should consult for each type of request.
- Retrieval with access checksFilter available material using the permissions relevant to the person asking.
- References for reviewPresent supporting passages so users can check whether an answer is supported.
- Content updatesPlan how revised, deleted, and newly published documents enter the knowledge collection.
- Task-based evaluationUse representative questions to assess relevance, unsupported claims, and useful coverage.
- Purposeful interactionDesign the experience around searching, drafting, or reviewing a specific kind of content.
Build beyond the chat window
The application needs to fit both the content and the person using it. We develop the retrieval, generation, and review features required for that experience.
Language-based applications
Create task-focused interfaces for questions, summaries, or drafts, with instructions and output formats suited to the intended users.
Retrieval-augmented generation
Build a pipeline that retrieves relevant source passages and supplies them to the model, with references available alongside the response.
Assistants and copilots
Support a defined role with relevant information and suggested content that the user can inspect, edit, and accept.
Enterprise knowledge search
Prepare and index selected collections so staff can search across them while respecting document access and ownership.
Document analysis
Extract fields, compare passages, and summarize files against an agreed structure, including a route for checking uncertain results.
Product integration
Add generation features to an existing application, connecting its interface, identity controls, and content sources.
Make information easier to use
Choose a use case with identifiable source material and a clear way to judge the result. These are examples of tasks a tailored application can support.
- Policy lookupLocate the relevant policy passage and show the document it came from.
- Employee onboardingHelp new colleagues find guidance for common questions about internal procedures.
- Long-document summariesCondense a report into an agreed format while retaining references to key sections.
- Structured extractionCapture specified details from files and flag missing values for review.
- Product questionsPrepare responses using selected specifications, manuals, and release documentation.
- Support response draftsSuggest a reply using the case history and relevant support guidance.
- Writing assistanceGenerate an initial draft from a brief, approved facts, and the required format.
- Recurring report narrativesPrepare commentary from supplied figures and notes for an analyst to verify.
- Document comparisonHighlight differences between versions or related documents for closer inspection.
Generated content still needs an appropriate review process. We define how the application handles missing evidence and how users report an answer that needs correction.
Start with the questions people ask
Bring a sample of the questions, documents, or writing tasks your team handles. We can identify the source material, review who should have access, and define how to assess the output.