Repeated questions
The same customer and staff questions, answered by hand every day.
Assistants, document workflows and connected automation inside your website, apps and business systems. Start with one useful task, then prove the value.
Website assistant
Answers from approved content only
Where it fits
The same customer and staff questions, answered by hand every day.
Manuals, policies and records spread across folders.
Copying invoices and forms into other systems.
Routine work coordinated between tools by email.
Pick one to see how it works in practice.
What it does
Answer from approved business information, collect enquiry details and hand conversations to staff when a request needs personal attention.
Illustrative example
Can you help us connect existing chargers?
We’ll review the charger make, firmware and supported interfaces first. I can prepare these details for the team.
Approved service information → staff handoff
Response time, enquiry completeness and successful handoffs.
Start a projectResults depend on your systems and data, so we agree a baseline first and measure against it.
Customer enquiries
Explain services from approved content, collect missing details and prepare the enquiry for your sales team.
Measure: response time and enquiry completeness
Document administration
Read a supplier invoice, extract the key fields and prepare a purchase entry for a person to validate.
Measure: documents per hour and corrections needed
Operational assistance
Find the right instruction or summarise records from authorised systems so staff can act faster.
Measure: time to answer and repeat escalations
A possible implementation for a service business, connected to its approved content and CRM. This is an example, not a completed client case study.
A customer describes a requirement. The assistant answers using approved service information.
It asks for the information needed to prepare a useful enquiry.
An authorised integration prepares a CRM record and a draft follow-up.
Staff check the details and approve any commitments before the workflow continues.
Needs: approved content, authorised CRM access and a review owner. Measure: enquiry completeness, response time and staff handling time against the current process.
Extract document fields, summarise records and prepare follow-ups within existing permissions.
Guide enquiries and answer account questions using approved content or authorised live data.
Explore conversational search, voice input and assistance with common tasks.
Support product and menu questions or prepare supplier-document entries for review.
Assist drivers with guidance and help operators summarise reported incidents.
Extract delivery-document information and help authorised staff find ticket records.
Define who may access information, what the assistant may do and which actions require approval. Activity records and usage limits are scoped with the solution.
AI can make mistakes. Important commitments need review; payments, billing, recorded weights and equipment safety depend on validated application and hardware controls.
We build AI functionality for your business. Any use of AI in our own development process is a separate part of how we work.
Share what you already have. We use discovery to identify constraints, define the first delivery and agree how to assess it.
Talk through your requirementsYes. Retrieving approved information and providing sources can help, but do not guarantee correctness. We define evaluation cases, review steps and escalation behaviour for the agreed task.
Only through an authorised connection to the relevant system. An AI model does not automatically know your live business information. Access must respect user permissions.
Often no. Existing models combined with approved information and application tools may be sufficient. We assess the approach against your requirements before proposing custom training.
The Model Context Protocol is a standard for connecting compatible AI applications to external tools and data. MCP server development can expose selected business functions; authentication, permissions and validation still need to be implemented.
No. Fixed rules and conventional integrations are often a better fit for predictable tasks. Agents are considered when a task needs flexible interpretation or selection of steps.
We agree what data may be used, who can access it, and the hosting, retention and model-provider requirements before implementation. Data treatment depends on the selected services and configuration.
Costs can include model usage, document retrieval, hosting, monitoring and support in addition to implementation. We estimate these for the expected workload and agree usage controls during scoping.
Tell us what you want to build or improve. We’ll help identify a practical next step.