CASE STUDIES
Recent work, with the numbers.
Anonymised where clients prefer it. Every engagement is measured against the outcome it was priced on — hours out, cost out, time to production, what still runs six months later.
EMBEDDED · PE-BACKED SERVICES
Three agents live in six weeks at a £40m-revenue services business
Quoting, customer onboarding and month-end reconciliation automated with the ops and finance teams in the room. Built on their existing systems; handed over documented.
~900
hours returned per month
6 wks
from first call to production
DILIGENCE · BUY-SIDE
Tech, product & AI diligence on a vertical SaaS target
Platform and team review plus a costed AI value-creation plan for the IC. Two of the plan's items were delivered in the first quarter of ownership.
~1,400
hours/month returned in the first-100-day plan
9 days
scoping to IC session
CAPABILITY · OWNER-MANAGED
An owner-managed distributor made AI-native in a quarter
Internal pricing tool and document handling rebuilt with the team, then a twelve-week embed until the new workflows were the habit.
~320
hours returned per month, unattended at 6 months
2→14
staff using AI in daily workflow
Figures illustrative pending client sign-off — replace before publication.