Unit 03 · Automation
Workflow automation and AI-assisted operations, used where they actually pay off
Rule-based work should not need a person. Judgment-heavy work on documents and messages can be accelerated with AI, reviewed by a human where it matters. We use neither unless the problem calls for it.
When this is the right answer
Signs you need this
The same steps repeat daily
Data moves from an email to a CRM to a spreadsheet by hand.
Documents arrive unstructured
Forms, CVs, invoices or enquiries need reading before anyone can act.
Reports are assembled manually
Someone spends the first days of each month copying numbers.
Speed to response matters
Leads or tickets lose value with every hour they wait.
Scope
What is included
Workflow automation
- Cross-system workflows
- Notifications and routing
- CRM and ERP automation
AI-assisted
- Intelligent document processing and data extraction
- Lead qualification
- Customer support drafting and triage
- Internal AI assistants
Insight
- Automated reporting
- Data quality checks
How it is delivered
People, process and technology
People
Automation specialists build and monitor the workflows. Where AI output affects customers or decisions, the design includes a named human reviewer.
Process
We document the manual process first, automate the stable path, and handle exceptions explicitly rather than hiding them.
Technology
Workflow platforms and APIs you can inspect and own where possible. AI components are scoped narrowly, evaluated on your real samples and monitored after launch.
Deliverables
What you receive
- 01Documented before-and-after workflow
- 02Working automation with error handling and alerts
- 03Evaluation results on your sample data for any AI component
- 04Runbook for when something fails
- 05Monitoring and a maintenance option
Commercial model
Fixed price, with optional maintenance
Well-defined workflows can be productized and fixed-priced. Maintenance is a separate, narrowly scoped monthly agreement.
Ways to engage
- Single workflow automation. One high-value process, built and monitored.
- Automation program. A prioritized sequence of workflows from a diagnostic roadmap.
- Automation with managed operation. We build it and run the exception handling.
Will AI make mistakes?
Any AI component can. We evaluate on your own samples before launch, design review steps for outputs that matter, and monitor performance afterwards. We do not claim accuracy figures before measuring them on your data.
Do we need to buy new platforms?
Not by default. We start from the tools you already use and recommend new ones only when they are clearly justified.
What if a workflow breaks?
Every workflow ships with error alerts and a runbook. Maintenance agreements define response expectations.
Next step
Tell us what is slowing your business down.
A Business Operations Review is a straightforward conversation about the problem. If we are not the right fit, we will say so.