AI agents & automation
Intelligent Automation. Practical Business Results.
Assistants that answer routine questions and route real enquiries — scoped around your content, your tools and your team rather than a vendor’s demo.
Website assistants · Support workflows · Workflow automation
The work
Useful automation, not spectacle.
Most businesses do not need an artificial intelligence strategy. They need the same six questions answered at 9 pm on a Sunday: what do you offer, what does it cost, are you available, do you serve my area, how do I book, and what happens next.
A well-scoped assistant answers those from your own content, collects the details your team actually needs and hands the conversation to a person when judgement is required. Anything beyond that is a decision to make deliberately, with the cost and risk understood.
We will also tell you when an assistant is the wrong tool — for example when your enquiry volume is low, when your services change weekly, or when a better FAQ page and a clearer form would solve the same problem for less money.
Capabilities and costs depend on the platforms, APIs, subscriptions and project requirements involved.
Capabilities
Where an assistant genuinely helps.
Every one of these can be scoped narrowly first and extended later if it earns its place.
Website AI assistants
An embedded assistant that answers visitor questions using your services, policies and pricing guidance.
Customer service chatbots
First-line support for hours, order status, returns and common questions, with a clear escape hatch.
Lead qualification assistants
Structured questions that collect budget, timeline, location and intent before a human replies.
Automated FAQ support
Answers grounded in approved content, with links to the page that explains the detail.
Human handoff
Escalation to email, a shared inbox or a callback request instead of an endless loop.
Appointment inquiry workflows
Collecting preferred times and details, then routing them to your calendar or booking tool.
AI-assisted customer interactions
Drafting replies, summarising enquiries or suggesting answers for staff to review and send.
Automated business notifications
Alerts to the right person when a form, order, message or exception needs attention.
Automation & integration
The plumbing that makes an assistant useful.
Conversation is the visible part. Most of the reliability comes from what happens after the message.
Workflow automation
Connecting the steps between a form, a spreadsheet, a CRM, an inbox and a notification.
Form processing
Validation, routing, confirmations and spam filtering for enquiries that matter.
Task automation
Removing repetitive copying, status updates and reminder chasing from your week.
Tool connections
Practical integrations between the platforms you already pay for, where their APIs allow it.
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A chatbot is not an agent.
The terms are used interchangeably, but the difference decides your budget, your risk and what you should expect.
Assistants and AI chatbots
Answer questions, collect details and follow a designed path. They stay within your content and escalate when unsure.
- Grounded in approved content you control
- Predictable behaviour and easier testing
- Fails visibly, with a handoff to a person
- Lower cost and faster to launch
Fully autonomous agents
Plan multi-step actions and operate tools on their own. Powerful, but they need guardrails, monitoring and a clear limit on what they may change.
- Can take actions across connected systems
- Requires permission scoping and audit trails
- Costs and errors compound as autonomy grows
- Appropriate only where the process is well defined
Scoping
An AI project is mostly a content project.
The model is rarely the hard part. The hard part is agreeing what is true, who owns it, how often it changes and what the assistant must never say. That is why an AI engagement starts with your content and your escalation rules, not with a prompt.
Before build, we agree on the questions the assistant must answer correctly, the ones it must refuse, the wording it must never use, and the exact point where it stops and hands over.
- A defined question set with approved answers
- Written escalation and refusal rules
- A review pass with your team before launch
- Testing against real customer questions
- Usage monitoring after launch
- A maintenance routine for changing content
What sets the scope
- Volume and variety of the content behind it
- Number of tools it must connect to
- Platform and subscription costs
- Languages supported — English and French, for example
- Who receives the handoff, and when
Third-party subscription fees are paid directly to the provider and are separate from project work.
What we will not promise
- Perfect accuracy. Assistants can misread questions; your content and escalation rules are what keep mistakes small.
- Uptime we do not control. Availability depends on the hosting, platform and model providers involved.
- Guaranteed business results such as saved hours, more leads or higher revenue.
- A fully autonomous agent that runs your business decisions unsupervised.
Next step
Smarter workflows. Better customer experiences.
Tell us which questions your inbox repeats and which tools the answer should live in. You will receive an honest recommendation — including whether AI is the right answer.