Section
Use Case
Real work we put on agentic workflows — before, after, and the numbers
Work in
Use Case+ human approval
To the customer
A person approves before it ever reaches the customer· drag to rotate
In Use Case
A quote out of a chat message, done in 10 minutes
Wholesale & e-commerce · SME · 8 people · Time per quote 10 minutes
Booked, reminded and followed up — without the admin having to remember
Clinics & healthcare · SME · 12 people · No-shows -38%
Purchase orders from email and LINE, into the ERP automatically
Factory & manufacturing · Mid-sized · 120 people · Data-entry hours -25 hrs/week
Read client receipts, post them, reconcile, close the month sooner
Accounting practice · SME · 15 people · Monthly close 2 days
Status updates, COD reconciliation and collections, on their own
Logistics & COD · SME · 40 people · Overdue balances -30%
An in-house LLM that answers from your documents, with nothing leaving the company
Enterprise / legal · Enterprise · 300+ people · Time spent finding documents -60%
A week of content, short video and social — approved once
Brands & marketing · SME · 6 people · Time spent per week 45 minutes
A leadership report at 07:00 every morning, with nobody writing it
Multi-branch retail · Mid-sized · 200 people · Time spent on the report 0 hrs
Applications screened, interviews booked, everyone answered — inside a day
People & HR · Mid-sized · 150 people · Time to reply to applicants under 24 hrs
Rank on Google and inside AI answers (SEO · AEO · GEO), measured weekly
B2B services / clinics · SME · 20 people · Citations in AI search 3 → 21
A one-person shop with AI as its admin, bookkeeper and marketer
Online shop · Solo · 1–2 people · Chat reply time under 1 minute
Applications, parent questions and document chasing, around the clock
Education & institutions · Institution · 80 people · Repeat phone questions -70%
Ad leads qualified, viewings booked, follow-ups never dropped
Property & construction · Mid-sized · 10 sales staff · First reply to a lead 1 minute
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