✦ Build · AI Automation
AI automation that removes busywork, not judgement
We build AI-assisted workflows for the repetitive parts of your operations, such as sorting enquiries, extracting data from documents or drafting replies, with people reviewing what matters.
✦The challenge
Lots of AI talk, few working systems
Most teams have tried a chatbot or a writing assistant. Far fewer have an AI workflow running reliably inside daily operations, because the hard part isn’t the model: it’s the data, the edge cases, the permissions and the question of who checks the output.
Automations built without those guardrails create new work: wrong answers sent to customers, sensitive data pasted into tools without controls, and processes nobody can explain.
✦Our approach
Start with one workflow and measure it
We pick one workflow with clear volume and a measurable cost, such as qualifying inbound leads, extracting data from invoices or triaging support messages, and automate it end to end.
Every automation has defined inputs, a human review step where errors would be costly, logging, and a fallback when the AI is unsure. Data handling follows your policies and the regulations in your markets.
Automations connect to your CRM, inbox, WhatsApp and internal systems, so the result lands where the team already works.
✦Capabilities
What AI Automation includes
Workflow selection
Finding the processes where automation saves the most time safely.
Lead qualification
Classifying and enriching enquiries and routing them to the right person.
Document processing
Extracting structured data from PDFs, forms and emails.
Drafting and summaries
First drafts of replies, briefs and reports for human review.
Integrations
Connecting AI APIs to CRM, WhatsApp, email and databases.
Monitoring
Logs, accuracy checks and alerts so quality stays visible.
✦Process
How the work runs
Audit
Map repetitive work, volumes and risks.
Prototype
Test the workflow on real, anonymised examples.
Deploy
Integrate with your tools, add review steps and logging.
Measure and extend
Track time saved and accuracy, then automate the next workflow.
Deliverables
- Automation opportunity audit
- Working automated workflow
- Human-in-the-loop review steps
- Integration with your tools
- Monitoring and logging
- Documentation and runbook
- Results review after 30 days
Technology
- AI APIs
- Automation platforms
- Node.js
- Python
- Vector search
- Webhooks
- WhatsApp Business Platform
We recommend tools after looking at your team, budget and existing systems, not the other way round.
AI Automation: questions we hear often
Is our data safe?
We design each workflow around your data policies: using business-grade AI APIs with appropriate data terms, limiting what is sent, and keeping sensitive steps under human control.
Will AI replace our staff?
Our focus is removing repetitive tasks so people spend time on work that needs judgement, relationships and expertise.
What does a first project cover?
Usually one production workflow with review steps and integration into a tool you already use.
Can you build a customer-facing chatbot?
We can, but we usually start with internal workflows where the value is clearer and the risk lower. Customer-facing AI needs careful limits and escalation to humans.
Related services
Let’s build something that moves your business forward.
Tell us what you’re building, where you want to go, and what you need next. You’ll talk directly with the team that does the work.