12 AM Labs.
Industries

Different sectors, the same underlying problems.

Every industry describes its problems in its own vocabulary. Underneath, they are usually variations of the same three: data scattered across places that do not agree, coordination done by humans passing messages, and no reliable visibility into either.

Sector by sector

What we usually find, and what we build

01

Retail & Commerce

  • Inventory that is accurate only on counting day
  • Billing disconnected from stock
  • Online sales creating a second, parallel process
02

Health & Wellness

  • Phone-only booking and paper records
  • Inconsistent follow-up and high no-show rates
  • Sensitive data stored without access control
03

Fitness & Sports

  • Renewals depending on someone remembering
  • No visibility into who has stopped attending
  • Payments and dues tracked on paper
04

Education & Training

  • Attendance collected on paper and consolidated later
  • Fee follow-up handled manually and awkwardly
  • Communication scattered across unmanaged groups
05

Hospitality & Food

  • Every order arriving through a high-commission platform
  • No first-party customer data
  • Menu and pricing changes that take days to appear
06

Professional Services

  • Client history living in personal inboxes
  • Manual, inconsistent follow-up
  • Utilisation and profitability unknown until quarter end
07

Manufacturing & Distribution

  • Production status known only by asking someone
  • Dispatch and inventory recorded separately
  • Reporting compiled by hand every month
08

Technology & Startups

  • A validated idea with no engineering capacity behind it
  • A product that has become slow and risky to change
  • A roadmap larger than the team that has to deliver it
Not listed?

The sector matters less than the problem.

We have not worked in every industry and we will say so directly if yours is new to us. What transfers is the method: understand the operation, find where the cost actually sits, and build the smallest system that removes it.

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