Skip to main content
Alpha Data Bits

Solutions

AI Assistants

Assistants that answer from approved sources and show their working.

Overview

AI assistants let people ask questions in natural language and receive answers drawn from governed knowledge and data. They can also trigger simple actions through approved tools.

We build assistants with retrieval, access control and evaluation as first-class features, so they can be trusted inside regulated environments.

Core components

Knowledge layer

Curated, permission-aware indexes of documents and records.

Conversation layer

Language model orchestration with structured responses and citations.

Action layer

Typed tools with limits and approvals.

Quality layer

Evaluation sets, feedback capture and dashboards.

How it flows

  1. 01

    Scope

    Choose users, sources and permitted actions.

  2. 02

    Prototype

    Build and test with a real question set.

  3. 03

    Pilot

    Release to a small group and collect feedback.

  4. 04

    Expand

    Add sources and channels as quality holds.

When it fits

  • Employee help desks and policy search
  • Customer-facing FAQ with strict sources
  • Analyst copilots over governed data

Considerations

  • Content ownership and freshness are critical
  • Access permissions must follow the user
  • Unsupported questions should be declined gracefully

Frequently asked questions

Yes. We reduce the likelihood through grounding and evaluation, display sources so users can verify, and design for easy correction.

Services involved

Generative AI

Language, document and content systems grounded in your own knowledge.

Agentic AI

Tool-using AI agents that plan, act and hand off to people at the right moments.

Data Engineering

Pipelines, platforms and quality controls that make data dependable.

Bring us a decision you want to improve.

Tell us about the problem and the data you have. We will reply with a candid view of where we can help.

Contact Alpha Data Bits