How we build it · The DG-AI-PT methodology
We start with truth. Not assumptions.
THEOREM proves how your organisation actually operates. DG-AI-PT is the seven-stage engagement that turns that proof into a deployed, measured AI workforce.
We have audited organisations that believed they understood their own processes, and found that the documented process matched the real process in fewer than one in three cases. The gap between what is written and what is done is where automation fails, where AI goes wrong, and where transformation stalls. We close that gap before we build anything.
ACCOUNTABILITY SIGNAL
Every MEAIOW engagement begins with a defined business case and ends only when the numbers confirm it delivered. We track every KPI we agreed before we started. Monthly. Without being asked.
—Shakil Siddiqui, Founder & CEO of MEAIOW
The seven-stage methodology
DG-AI-PT
Digital Growth · AI Process Transformation. The structured path from operational truth to measured proof.
STAGE 1
Operational Maturity & Readiness Assessment
We map the gap between how your organisation is documented to operate and how it actually operates.
STAGE 2
Audit & Value Mapping
Where operational value is created, where it leaks, and where AI can recover it.
STAGE 3
Process Modelling & Target Design (BPMN)
Real processes formalised as machine-readable models before any agent is built.
STAGE 4
AI Process Mining & Automation
Mining live system logs to reveal the real path of work — then automating with intent.
STAGE 5
Training & Enablement
Your people learn to govern, iterate and extend the agents that now work alongside them.
STAGE 6
Monitoring, ROI & Continuous Optimisation
Live measurement. Tuning loops. ROI tracked monthly against the original business case.
STAGE 7
NEW
Measure, Iterate & Prove
Deployment is not the destination. It is the beginning of the accountability cycle. We return to the original business case and prove the numbers moved.
Business case accountability matrix
The numbers are agreed, signed and locked.
Before any engagement begins, we define the specific metrics that will prove the work delivered. These metrics are agreed, signed and locked. They are not adjusted after go-live. They are tracked monthly. The gap between target and current is the accountability number. It is always visible. To both teams.
KPI
Baseline
Target
Current
Missed first contact
34%
9%
11%
Matter qualification accuracy
61%
89%
87%
Admin burden (fee earner hrs/wk)
12.4
8.0
9.1
Cost per resolved enquiry
£18.20
£6.50
£7.10
ILLUSTRATIVE · LAW FIRM ENGAGEMENT
Security and recovery by design
What happens when something fails?
Reliable engineering is not the absence of failure. It is controlled behaviour when failure occurs. MEAIOW FIRST AI-D© is our proprietary framework for systems that assume failure and plan for recovery before a single line of code is written.
Documented failure modes
Defined recovery paths
Measured time-to-recover
Logged escalation traces
See the methodology in your sector.
A discovery call walks the seven stages with examples from your industry, your operational pain, and your business case shape.
No obligation. No sales process. Just a clear picture of what is possible.