Mars1
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Numbers you can stand behind in a meeting.

Real-time dashboards over a warm tier, a queryable cold archive, and reconciliation built into the pipeline rather than bolted onto the report at the end.

Players, wallet, content and operations connected through the Mars1 platform.
Warm tierReal time
Cold archiveQueryable
RetentionPolicy-driven

Reporting & BI, precisely

01

Live dashboards

GGR, deposits, withdrawals, bonus cost and player activity, sliced by brand, market and segment.

02

Warm and cold tiers

Recent data answers instantly; history is compacted into an archive that stays queryable instead of becoming a backup.

03

Reconciled by construction

Reports read the same canonical records the ledger reconciles against, so there is no second set of numbers to defend.

04

Player and round lookup

Support and disputes are answered from evidence rather than reconstructed from three systems.

05

Retention and legal hold

Records age out on a written policy, and a legal hold stops that with a receipt proving it stopped.

06

Export

Scheduled and ad-hoc, with the export itself audited — who took what data, and when.

Contracts it exposes

Reads
Canonical history · dataset catalog · warm projections
Exports
Scheduled · ad-hoc · audited
Retention
Policy-driven ageing · legal hold · purge receipts

What it never does

  • Become a second source of truth
  • Serve a figure the ledger disagrees with
  • Export data without recording that it happened

Every module on this platform is defined as much by what it is forbidden to do as by what it owns. That is what makes a boundary auditable instead of aspirational.

Two systems disagree because they are two systems. Here reporting reads what the ledger has already reconciled, so there is only ever one answer.

See it running

Every module here surfaces as screens an operator uses on a Monday. Ask for a walkthrough of the ones that decide your week.