Workflow discovery
Document the current manual process, volume, owner, exception cases and expected business value.
WORKING WEEKENDS / UK OFFER
Less repetitive work. More useful human time.
A focused AI automation pilot for UK teams that want to reduce a clearly defined manual workload without creating an opaque or unreliable system.
UK-FOCUSEDFOUNDER-LEDNO EMPTY GUARANTEES
WORKING WEEKENDS / AI OPERATIONS
ONE WORKFLOW
Designed for your team. Safe to review and improve.
FORMATSingle-workflow pilot
INITIAL TIMELINEApprox. 3–4 weeks
INDICATIVE INVESTMENTIndicative from £4,000
THE OPPORTUNITY
Automation should solve a real operational bottleneck.
AI agents can be useful for summarising enquiries, preparing responses, organising handovers and assisting internal processes. They also introduce privacy, accuracy and security risks. We start with one workflow, clear permissions and human oversight before expanding.
THE SCOPE
What you actually receive.
Focused delivery with clear outputs, not an endless list of activity.
Integration and access plan
Choose approved systems, data permissions, error handling and appropriate privacy controls.
Working pilot
Build one scoped automation or assistant with traceable inputs and outputs.
Human review and safeguards
Include manual approval for sensitive actions, fallback behaviour and testing with representative cases.
Handover and expansion roadmap
Document how to operate, monitor and improve the pilot and whether broader rollout is justified.
THE PROCESS
From first call to useful outcomes.
Choose the workflow
Select a repeatable, well-defined process with available data.
Build with safeguards
Implement the pilot, access limits, logging and human review.
Test real value
Review accuracy, time saved, failure cases and next-step readiness.
QUALIFYING THE FIT
Is this right for your business?
The right scope depends on your business, existing systems and goals.
A GOOD FIT TYPICALLY LOOKS LIKE
UK teams with repetitive internal tasks, a clear process owner and appropriate permission to use the required systems and data.
NOT THE RIGHT FIT IFUnsupervised high-stakes decisions, unauthorised scraping, deceptive messaging or projects requiring a guaranteed level of AI accuracy.
EVIDENCE BEFORE CLAIMS
Bring the problem.
We'll show you the approach.
Our published work documents ecommerce, product and growth experience. Individual results depend on the project, market and execution. AI platform recommendations are never guaranteed.
COMMERCIAL THINKINGStrategy
→ Delivery
→ Learning.WHAT WORKING WEEKENDS BRINGS
→ Delivery
→ Learning.WHAT WORKING WEEKENDS BRINGS
GOOD QUESTIONS, DIRECT ANSWERS
Before we begin.
Which tools do you use?
The stack depends on approved systems and requirements. We can assess n8n, APIs, hosted models and custom applications as appropriate.
Can an AI agent send emails automatically?
It can support workflows with suitable permissions, safeguards and human approval. We do not recommend unsupervised bulk outreach.
What about customer data?
We scope privacy, consent, data access, retention and security requirements before connecting real information.
Are third-party fees included?
Model usage, hosting and external software charges are identified in the proposal and are not presumed included in the indicative price.
Get a focused website audit
Share your website and the business problem you want to solve. We will review your enquiry and discuss a suitable next step.