How do you scope a AI agent project?

We start with a short discovery call to understand your processes, systems and goals. From there we define the scope, architecture and delivery plan before any code is written.

Can you work with our existing systems?

Yes. Most of our work involves integrating with tools, databases and platforms a business already relies on, rather than replacing them.

Who owns the code and data?

You do. We deliver source code, documentation and infrastructure access as part of the engagement.

Do you offer ongoing support?

Yes. We offer maintenance and iteration arrangements after launch so the solution keeps pace with your business.

AI Solutions

AI Agents

Systems that reason, retrieve and take action.

Overview

An agent is worth building when a process spans several systems and currently requires a person to hold the thread. We design agents with explicit tool permissions, approval checkpoints and full execution logging, so autonomy is bounded by rules you set rather than by hope.

We build agents that can plan, call APIs, use tools and execute workflows within defined guardrails — with logging and human approval where it matters.

Monochrome illustration representing AI Agents — AI Solutions

The problem

Multi-step processes span several tools and require constant supervision.
Information has to be gathered manually before a decision can be made.

Our solution

We build agents that can plan, call APIs, use tools and execute workflows within defined guardrails — with logging and human approval where it matters.

Business benefits

What changes for the business

The operational outcomes this service is designed to produce.

Multi-step work completed

Processes that span tools run end to end instead of stalling between them.

Bounded autonomy

Permissions, guardrails and approval steps define exactly what the agent may do.

Full traceability

Every tool call and decision is logged for review and debugging.

Always-on operations

Scheduled and event-driven runs keep work moving outside office hours.

Integrates with

HubSpot
Salesforce
Zoho
Shopify
WooCommerce
Google Workspace
Slack
WhatsApp Business API
Custom REST APIs

Capabilities

What's included

—Tool and API calling

—Retrieval over internal knowledge

—Multi-step task execution

—Guardrails, permissions and approval steps

—Full execution logging and traceability

—Scheduled and event-triggered runs

Use cases

Where this is applied

01Research and reporting agents
02Operations agents that update records across systems
03Onboarding agents that orchestrate multiple steps

Industries

Sectors that benefit most

This service is frequently part of solutions we design for these industries.

Logistics & Supply Chain

Tracking, documentation and system-to-system data flow.

E-commerce

Support, inventory, orders and merchandising intelligence.

SMEs & Other Businesses

Practical AI, automation and software for growing companies.

How we work

A process built around clarity

Discover

Understand the business, challenges, goals and requirements.

Analyse

Identify opportunities for AI, automation, software or data solutions.

Design

Plan the user experience, technical architecture and solution.

Build

Develop and integrate the solution.

Deploy

Launch the solution and ensure it works reliably in production.

Support

Maintain, improve and scale the solution as the business grows.

FAQ

Frequently asked

Next step

Discuss your project

Tell us where ai agents could fit in your business, and we'll tell you honestly whether it's the right move.

Discuss Your Project Get a Quote