12 AM Labs.
Organizations

Dashboards & Analytics

Turn operational data into decisions people actually make.

TimelineTypically 4–8 weeks
Typical stackNext.js · PostgreSQL · ClickHouse · Python · AWS
Built forOrganizations
analytics · revenue & retention
TREND · 12 MONTHS78%RETENTIONRepeat customers, rolling 90 daysAOV₹2,480ORDERS1,204
FIG. 01Dashboards & Analytics — representative interface
The situation

Data is rarely the problem. Access is. We build reporting layers on top of your operational systems so that the numbers a decision needs are one click away, correct, and the same for everyone in the room.

Does this sound familiar?

  • Every report is a manual export followed by a spreadsheet.
  • Two people present the same metric with different numbers.
  • Decisions wait on data that arrives a week late.
  • You have data collected but nothing built on top of it.
What gets built

The system, module by module

01

Metric definitions agreed and documented once

02

Reporting data model and aggregation pipelines

03

Role-specific dashboards for floor, management and leadership

04

Drill-down from summary to source record

05

Scheduled reports, alerts and threshold notifications

06

Export to spreadsheet and BI tooling

07

Historical trend and cohort views

What changes for the business
  • One number, one definition, one source
  • Weekly review takes minutes instead of a day of preparation
  • Problems get spotted while they are still small
What you receive
  • Metric dictionary and reporting model
  • Dashboard suite by role
  • Alerting and scheduled distribution
Delivered the same way every timeUnderstand · Define · Design · Build · Launch · Grow
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Have a problem worth solving?

Let's build the right technology for it.