How do you scope a AI automation 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 Automation

Automate the work that used to require judgement.

Overview

Traditional automation breaks the moment input stops being structured. We pair models that can read messy documents, emails and forms with deterministic pipelines that validate, score and route the result — so the parts that need reliability stay reliable and the parts that need judgement get it.

We combine AI models with deterministic pipelines so unstructured input becomes structured, validated data that downstream systems can act on.

Monochrome illustration representing AI Automation — AI Solutions

The problem

Rules-based automation breaks on unstructured input.
Documents, emails and forms still need manual reading.
Teams spend hours classifying and re-keying information.

Our solution

We combine AI models with deterministic pipelines so unstructured input becomes structured, validated data that downstream systems can act on.

Business benefits

What changes for the business

The operational outcomes this service is designed to produce.

Unstructured input handled

Emails, PDFs and scans become structured records your systems can act on.

Fewer manual handoffs

Classification, routing and data entry happen before anyone opens the item.

Errors caught early

Validation and confidence scoring stop bad data reaching your system of record.

Auditable decisions

Every automated action is logged and traceable to its source.

Feature highlights

OCR-based document scanning
Invoice and form parsing
Email classification and routing
Data syncing between platforms
Human review queues for low-confidence items
Scheduled and event-triggered runs

Integrates with

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

Capabilities

What's included

—Email classification and routing

—Document and invoice processing

—Information extraction from unstructured files

—Intelligent triage in support workflows

—Validation, confidence scoring and human review queues

—Integration with existing business systems

Use cases

Where this is applied

01Invoice intake into an accounting system
02Support ticket triage and tagging
03Contract and form data extraction

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.

Healthcare & Medical

Patient systems, clinical admin and document-heavy workflows.

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 automation could fit in your business, and we'll tell you honestly whether it's the right move.

Discuss Your Project Get a Quote