AI Development & Automation
AI Agent Development
We build AI agents that carry out multi-step business tasks using your tools and data, with human approval where it matters and clear limits on what they can do.
The challenge
Problems we help solve
- Manual research and data gathering across many sources
- Copying information between tools and spreadsheets
- Slow first responses to leads or support requests
- Processes that stall waiting for routine preparation work
Our approach
An AI agent combines a language model with tools: it can search, read, call APIs, update records and decide which step comes next. Used well, agents take on the repetitive coordination work between systems.
Agents are not magic and should not be given unlimited freedom. We design each agent around a clearly defined job, restrict the actions it can take, add approval steps for anything sensitive, and log what it does so your team can review and improve it.
What we offer
AI Agent Development services
Custom AI agents
Agents built around one well-defined business task.
Business task automation agents
Agents that prepare, update and route work across your tools.
Research agents
Gather, compare and summarise information into a structured brief.
Customer support agents
Draft or send answers based on approved knowledge, with escalation to people.
Sales and lead qualification agents
Enrich, score and route leads, and draft follow-ups for review.
AI workflow agents
Agents as steps inside a larger automated workflow.
Multi-agent systems
Several specialised agents coordinated for complex processes.
AI agent integrations
Connect agents to CRMs, help desks, email, databases and internal APIs.
Deliverables
What you receive
- Task and risk mapping with approval points
- Agent with defined tools, permissions and limits
- Integrations with your selected systems
- Activity logging and review screens
- Test scenarios and evaluation results
- Runbook for monitoring and improvement
Exact deliverables are confirmed in the proposal for your project.
Use cases
Where it helps
Lead research
Prepare a short profile and suggested next step for each new lead.
Support triage
Categorise tickets, draft answers and escalate edge cases.
Reporting
Collect figures from several tools and draft a weekly summary.
Operations
Check incoming requests against rules and prepare records for approval.
Process
How the project runs
Timelines depend on scope and are agreed in writing before work starts.
Discovery and requirements
We clarify goals, users, data, constraints and what success looks like.
Strategy and planning
Scope, architecture, milestones and a written proposal you can review.
Design and prototyping
Wireframes, prototypes or proofs of concept to validate the approach early.
Development and integration
Iterative builds with regular demos and access to a staging environment.
Testing and quality assurance
Functional, responsive, security and — for AI features — output quality testing.
Launch and ongoing support
Deployment, documentation, handover and optional maintenance.
Scope and limitations
Good to know
Agents follow instructions imperfectly; sensitive actions should require human approval.
Agents can only use systems that offer suitable access (for example, an API).
We limit permissions to the minimum the task needs.
Security, data access and audit requirements are agreed before integration.
FAQ
Questions about AI Agent Development
What is the difference between an agent and an automation?
A traditional automation follows fixed rules. An agent can interpret text, make limited decisions and choose the next step. Many good solutions combine both.
Can an agent act without anyone checking?
It can for low-risk, well-tested steps. For actions such as sending messages to customers, changing records or spending money, we recommend approval steps.
Which systems can agents connect to?
Any system with a suitable API or integration option, such as CRMs, help desks, email, spreadsheets and databases. We confirm feasibility during discovery.
Get in touch
Discuss your AI Agent Development project
Tell us what you want to achieve. We reply by email with questions, options and next steps.
- 1Send your enquiryA few lines about your goal, users and timeline is enough.
- 2We reply by emailWith questions, options and a suggested approach.
- 3Agree the planScope, deliverables and phases are confirmed in writing.
Related services
Project enquiry
Takes about two minutes. We reply by email.