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AI & Business Automation

AI Automation Services

Hand repetitive work to reliable, monitored workflows — and keep people in control.

What is AI Automation?

AI automation connects your business tools and uses AI models for tasks such as classifying requests, extracting data from documents and drafting replies, with business rules and human review where accuracy matters.

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AI automation workflow diagramA request moves through AI processing, business rules and integrations to an outcome, with a human review branch for low-confidence results.Human reviewLow-confidence or high-impact cases are approved by a personIncoming requestForm · email · chatAI processingClassify · extractBusiness rulesRoute · validateIntegrationsCRM · sheets · SlackOutcomeReply · record · report
Illustration — example content, not client data.

How do we approach AI Automation?

Most teams lose hours each week copying data between systems, triaging inboxes and assembling reports. We map those processes, decide where rules-based automation is enough and where AI adds value, then build workflows that are logged, tested and easy to change.

Engineer with a laptop in a data center with rows of servers

What problems does this solve?

  • Staff re-type the same information into a CRM, spreadsheet and email.
  • Inbound inquiries wait hours or days for someone to read and route them.
  • Invoices, forms and PDFs are processed by hand, with errors and delays.
  • Weekly reports are assembled manually from several tools.

What's included?

Deliverables and features. Each engagement is scoped to what you actually need.

  • Workflow automation

    Trigger-based workflows that move data between your apps, with retries, logging and alerts.

  • AI-assisted business processes

    Use language models to classify, summarise or draft — with confidence thresholds and human approval steps.

  • Chatbots & support automation

    Answer common questions from your own knowledge base and hand off to a person when needed.

  • Lead capture & qualification

    Capture leads from forms and chat, enrich them, score them against your criteria and route them to the right person.

  • Document & data processing

    Extract fields from invoices, forms and emails into structured data, with validation and exception queues.

  • CRM & business-tool integrations

    Connect the tools you already use through their official APIs. Each integration is scoped and tested before go-live.

  • Automated reporting

    Scheduled reports and dashboards that pull from your systems instead of copy-and-paste.

  • Content workflow automation

    Briefs, approvals, publishing and repurposing pipelines for marketing teams.

  • Custom AI integrations

    Bespoke integrations with AI model APIs inside your own products or internal tools.

How does the process work?

  1. 01

    Process audit

    We document how the work happens today, its volume, and where errors or delays occur.

  2. 02

    Automation design

    We choose the simplest reliable approach for each step — rules first, AI where it clearly helps — and define review points.

  3. 03

    Build & test

    Workflows are built in a staging environment and tested with real-world examples, including edge cases.

  4. 04

    Launch & monitor

    We go live gradually, monitor runs and errors, and refine based on results.

Who is this for? Example use cases

  • Routing website inquiries to the right team with a summary and suggested reply.
  • Extracting line items from supplier invoices into your accounting workflow.
  • Sending a weekly sales and marketing report to leadership automatically.
  • Turning a published blog post into draft social posts for review.

Relevant industries: E-commerce, Education, Professional Services, Healthcare Organizations, Real Estate, Corporate Businesses

Which tools and technologies do you use?

Tools we commonly work with for this service. The right stack depends on your existing systems.

  • Make
  • Zapier
  • n8n
  • OpenAI and Anthropic APIs
  • Google Workspace
  • Microsoft 365
  • HubSpot
  • Airtable
  • Custom Node.js services

What should you know before starting?

  • AI outputs can be wrong; we design review steps for anything customer-facing or financial.
  • Integrations depend on each platform's API access and plan level — we confirm this during scoping.
  • We don't list a platform as supported until the integration has been built and tested for your account.

Frequently asked questions

How does AI automation work?

A trigger — such as a new form submission or email — starts a workflow. Each step either applies a rule, calls an AI model to interpret or draft something, or updates another system. Results are logged, and uncertain cases are sent to a person.

Will automation replace my team?

The goal is to remove repetitive steps so your team can focus on judgement-based work. Most workflows we design include human review for important decisions.

Is our data safe when using AI models?

We review each provider's data-handling terms, minimise the data sent, and avoid sending sensitive personal data unless there is a lawful basis and appropriate agreements are in place.

How long does a first automation take?

A focused workflow is often scoped and delivered in a few weeks. Larger, multi-system projects are planned in phases. We give a timeline after the process audit.

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Which process would you automate first?

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Which services are you interested in?