Retail
Daily reconciliation, Vendor payout accuracy, Margin leakage by SKU, Stock-out tracking, Outlet performance review, Basket size.
Use cases
Scoped by industry, department and problem.
We do not sell a service list. We start from the chain below, and the pod follows from it.
Industry → Vertical → Department → Use case → Problem statement → Pod solution
Worked examples
| Industry | Vertical | Department | Use case | Problem | Pod |
|---|---|---|---|---|---|
| Retail | Grocery | Finance | Daily reconciliation | Revenue leakage across outlets | Finance Operations |
| SaaS | B2B | Product | Activation funnel | Signups not converting to active use | Product |
| Manufacturing | Industrial | Reporting | Manual MIS | Decisions delayed by days | Automation |
| D2C | Fashion | Growth | Channel ROI | Ad spend with unclear return | Growth & Reporting |
| Services | Agency | Operations | Utilisation tracking | Margin invisible until quarter-end | Business Operations |
By industry
Where pods are already scoped.
These are the use cases the composer draws from. If yours is not listed, it is usually a variation of one that is.
Grocery · Pharmacy
B2B · B2C
SaaS
Activation funnel, Feature adoption, Churn early-warning, Trial-to-paid conversion, Pipeline attribution, MRR and ARR reporting.
Fashion · Beauty
D2C
Channel ROI, Return-rate drivers, Discount impact on margin, Inventory ageing, Repeat purchase rate, Subscription retention.
Industrial
Manufacturing
Manual MIS replacement, Plant-level dashboards, Downtime tracking, Yield variance, Cost-per-unit visibility.
Agency · Professional
Services
Utilisation tracking, Delivery capacity planning, Project profitability, Collections ageing, Engagement throughput, Partner-level MIS.
Who this is for
Best fit, and honest misfit.
A good fit
- ✓Growing faster than the org chart can keep up
- ✓A real problem, but not enough work for a senior full-time hire
- ✓Burnt by freelancers with no ownership, or agencies with no depth
- ✓Wants a decision-maker in the room, not a ticket-taker
Not a fit
- ×Wants a body at a desk, forty hours, priced hourly
- ×Cannot name an outcome — only a job description
- ×Needs regulated sign-off we cannot legally hold
- ×Expects 24/7 availability outside the contracted response window
Get started
Start with one problem. Not a hiring plan.
A short sprint tells you more about the work than three rounds of interviews.