Assistants, retrieval, and generative AI applications

Build generative AI tools around real work and trusted knowledge.

BI Solutions Group helps organizations design, evaluate, and integrate LLM applications that support specific users, information sources, and operating controls.

Core capabilities

LLMs, RAG, assistants

Knowledge sources

Documents, data, approved systems

Control focus

Evaluation, access, review

What this service covers

What generative AI includes.

Each engagement is scoped around the business decision, current systems, delivery constraints, and an operating result the internal team can maintain.

Responses grounded in selected organizational knowledge instead of generic model context

Faster access to relevant information, drafts, and analytical explanations

Visible evaluation criteria for accuracy, relevance, safety, and task completion

A reusable application design that can evolve as models and business needs change

Typical scope

Service components

  • Internal assistants, copilots, and task-specific generative AI applications
  • Retrieval-augmented generation and enterprise search over approved content
  • Prompt, system-instruction, structured-output, and evaluation design
  • Model and provider selection, API integration, access rules, and usage controls

Delivery approach

How the work usually moves

1

Define the users, tasks, source material, expected outputs, risks, and acceptance criteria

2

Prepare the knowledge, retrieval, permission, and integration design

3

Build a representative prototype and evaluate it against real test cases

4

Pilot with users, document limitations, and establish monitoring and improvement routines

Supporting insights

Practical guides related to this service.

Good fit

When to use this service.

Use case 1

An internal knowledge assistant for policies, procedures, research, or project material

Use case 2

AI-assisted customer-service, proposal, report, or communication drafting

Use case 3

Retrieval, comparison, synthesis, and question answering across large document collections

Related AI consulting services

Connect this capability to the wider AI consulting offer.

Each page covers a distinct delivery need while connecting strategy, implementation, governance, and ongoing operations.