AI chatbots & knowledge assistants
Help customers and colleagues find information in a natural conversation. We build assistants around approved business content, with clear source references, access rules, and a path to a person when the answer is uncertain.
THE BUSINESS CONTEXT
Business information often lives across manuals, policy documents, product pages, and service notes. A knowledge assistant offers another way to navigate that material. Its value depends on finding the relevant source and explaining it accurately, without presenting a guess as company policy.
We design the content pipeline and the conversation together. This includes what the assistant can answer, how documents are kept current, what each user may access, and what happens when a question needs an employee’s attention.
YOUR FIRST ENGAGEMENT
Focused Pilot
Answer a reviewed set of common questions from one approved knowledge collection, with source links and human handoff.
Discuss This PilotCurrent approved documents, sample questions, source owners and user access rules.
Measures are agreed for your project. Results depend on the data, workflow and evaluation; they are not guaranteed improvements.
WHAT WE DO
We identify the source documents and the person responsible for each category of content. Preparation can include removing duplicates, separating outdated material, and preserving useful headings and metadata. Updates need a repeatable path into the knowledge base. A small, well-maintained collection is often a better starting point than importing every available file.
Retrieval-augmented generation, often called RAG, combines a search for relevant material with an AI-generated response. We can include source links or document references so a reader can inspect the basis of the answer. The assistant needs rules for incomplete, conflicting, or unavailable information. Source retrieval improves grounding but does not eliminate the need to evaluate answers.
A website assistant may guide visitors to the right service or help collect an enquiry. An internal assistant may help staff navigate approved procedures. We define useful starting questions, follow-up behaviour, and the point at which a form or human handoff is more appropriate. Important information should remain accessible through normal navigation as well as conversation.
Internal documents need the same access boundaries in the assistant as they have in the business. We test permission-sensitive questions and avoid exposing restricted source material in answers or references. Evaluation uses real question types, including questions that cannot be answered. Reviewers assess relevance, accuracy, source quality, and whether the next step is useful.
A DEFINED ENGAGEMENT
Your proposal defines the exact scope, responsibilities, milestones, and exclusions. Depending on the engagement, the work can include:
WHERE IT FITS
Explain approved product and service information.
Help staff find procedures and internal guidance.
Guide prospects to relevant services and prepare a useful brief.
WHO THIS CAN HELP
Explore example workflows and the customer groups these services are designed to support.
A PRACTICAL FIRST STEP
Choose one useful task, agree how the result will be checked, and use the evidence to decide what should happen next.
QUESTIONS, ANSWERED
We can constrain its intended scope to approved sources and instruct it to decline unsupported questions. Evaluation and ongoing review remain necessary because model outputs can still be incorrect.
Yes, when the source system provides stable identifiers or links. The interface can show references alongside the answer, helping users check context and continue reading.
The ingestion approach depends on your source systems and document formats. We assess the quality of text extraction, tables, scanning, and metadata during discovery. Complex or scanned documents may require additional processing.
Content owners, refresh schedules, change detection, and retirement of old information are defined as part of the workflow. Updates should be checked before they become available to the intended audience.
A handoff can collect the question and relevant context for an approved contact route or service tool. Any transfer of conversation data should follow the privacy and operating requirements agreed for the project.
CONNECTED CAPABILITIES
Bring customer experiences and business operations together in a web application.
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Turn interest in artificial intelligence into a practical business plan.
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Bring a useful AI capability into an existing application or a new platform.
Explore This SpecialtyA CONVERSATION IS A GOOD PLACE TO START