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Ztream

AI automation service

Generative AI Implementation Services

Our generative AI implementation services help UK SMEs put tools like drafting, summarising and knowledge assistants safely into daily work, with the right guardrails.

  • Teams keen to use generative AI but unsure how to start safely
  • Businesses sitting on documents and knowledge they cannot search
  • Owners worried about accuracy, privacy and brand voice

The problem we fix

Where generative AI implementation services pays off

Where time and leads leak

  • Staff use public AI tools with no oversight or consistency
  • Useful knowledge is trapped in scattered documents
  • Fear of mistakes, leaks or off-brand output stalls adoption

What changes once it is automated

  • Generative AI used consistently and safely
  • Knowledge that is searchable instead of buried
  • Faster drafting that still sounds like your business

What we automate

What this service automates

  • Drafting assistants for emails, proposals and content

  • Summaries of long documents, calls and threads

  • Knowledge assistants that answer from your own content

  • Classification and tagging of incoming text

  • Templated generation kept on-brand and on-message

How it connects

Tools and systems we connect

  • LLM providers such as OpenAI
  • Microsoft 365 and Google Workspace
  • Document and knowledge stores
  • CRM and helpdesk content
  • Internal wikis and file storage
Example workflow
  1. Long document arrives
  2. AI drafts a summary
  3. Knowledge checked
  4. Reply drafted on-brand
  5. Person approves output

How delivery works

A clear, low-risk delivery process

  1. 1

    Use-case and risk review

    We agree where generative AI adds value and assess accuracy, privacy and brand risks for each use.

  2. 2

    Set up with guardrails

    We configure the right models, prompts and data access, with controls that keep output accurate and on-brand.

  3. 3

    Pilot with your team

    We pilot with real users, gather feedback and tune the prompts and knowledge until results are dependable.

  4. 4

    Roll out and govern

    We roll out to the wider team with simple guidance and light governance, then keep improving as usage grows.

Who it is for

Is this right for your business?

  • Teams keen to use generative AI but unsure how to start safely
  • Businesses sitting on documents and knowledge they cannot search
  • Owners worried about accuracy, privacy and brand voice

Guide pricing

Implementation is scoped per use case, typically a fixed-price setup with optional ongoing tuning and support.

View pricing and packages

FAQs

Frequently asked questions

What counts as generative AI for a business?

Generative AI creates new text, summaries or content from a prompt and your data. In practice that means drafting emails, summarising documents and answering questions from your own knowledge.

How do you keep generative AI accurate and on-brand?

We ground the AI in your own approved content, set clear prompts and guardrails and keep a person reviewing important output. That keeps results accurate and in your voice rather than generic.

Is our data safe with generative AI?

It can be, with the right setup. We choose providers and settings that protect your data, control what the AI can access and avoid feeding sensitive information into public tools.

Where should a business start with generative AI?

Usually with one clear, low-risk use case such as drafting or summarising, where mistakes are easy to catch. Once that proves its value we extend to more ambitious uses like knowledge assistants.

Find the 3 manual tasks costing your business the most

Book a free AI Workflow Leak Audit. We review where leads, time and follow-ups slip through the cracks, then show you the quickest practical win.

Free AI Workflow Audit