AI & Intelligent Automation

Repetitive decisions, content and customer interactions handled by practical AI.

AI earns its place inside a specific workflow, not as a product on its own. BWOK applies established models to the tasks that consume a team's day: reading documents, drafting content, sorting enquiries and summarising what matters, with a person in control of every outcome.

Starting point: A specific task inside a real workflow
Models: Established AI models and tools, not proprietary AI
Control: A person reviews every AI-assisted action before it changes anything that matters

What this looks like

The tasks practical AI takes on.

Each tile is a kind of repetitive thinking work. AI prepares, drafts, reads or sorts; people review and decide.

01
Content & listing assistance
Titles, descriptions, product content and customer-facing text drafted for review.
- Product and listing content
- Marketing and support text
- Translations and variants
- Brand-consistent drafts
02
Document & data extraction
Invoices, forms, messages and files read into structured data your systems can use.
- Invoice and receipt reading
- Form and email extraction
- Catalogue data from files
- Validation against records
03
Classification & routing
Enquiries, orders, tickets and documents sorted and sent to the right place automatically.
- Enquiry triage
- Ticket categorisation
- Priority and sentiment
- Routing rules
04
Customer interaction assistance
Draft replies, answers from your own knowledge and conversation summaries, with human sign-off.
- Suggested replies
- Knowledge-base answers
- Conversation summaries
- Hand-off to people
05
Decision support
Summaries and recommendations drawn from the business's own data, ready for a person to act on.
- Operational summaries
- Anomaly flags
- Recommendations
- Explanations
06
Team enablement
The team equipped to use AI tools well inside their own workflows.
- Tool selection
- Working practices
- Guardrails and review steps
- Training
BWOK uses established AI models and tools rather than proprietary AI. Every AI-assisted action is reviewed by a person before it changes anything that matters to the business.

Where it sits

Intelligence, connected to data and logic.

AI sits in the intelligence layer of the system, reading from the business's data and feeding the logic and automations that act on it. It never runs on its own; it assists the workflows around it.

Conceptual diagram of a business system. Lit parts are the ones this solution concerns.

Parts of the system it concerns

Customer
Website
Application
Business logic
Database
AI
Automation
Analytics
Operations

How BWOK works

One process, from workflow to working system.

The same six steps run every engagement, whatever the industry or the system being built. Each step has a purpose, a set of activities and a concrete outcome before the next begins.

01
Understand
The business, its people and the problem, as they are.
02
Map
The current process, step by step.
03
Design
The system, designed around the actual business.
04
Build
Software, automation and integrations, in increments.
05
Deploy
Into the real operating environment.
06
Improve
Usage and results decide what changes next.

Built and running

Systems BWOK builds and operates.

Not demos. The product, the education platform and the corporate platform are deployed, in use and maintained by the same team that builds for clients.

All products