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Use Case

Analytics on Unified Operational, Accounting, and Financial Data

CFOs are constantly waiting for Finance teams to assemble the data. By the time reports are finally compiled, reconciled, and trusted, the data is already outdated—and critical decisions are delayed. This produces a single continuously updated analytics CFO needs to make faster decisions.

Links eliminates that lag by unifying operational events, accounting journals, and financial data in real time.

Make decisions on today’s data — not last month’s spreadsheets.

Challenges

The Pain — Before Links

Finance teams are asked to answer simple questions that require complex, manual effort.

Before: Analytics by Assembly

  • Data scattered across systems — operational tools, accounting platforms, ERPs, spreadsheets
  • Manual compilation — exports, VLOOKUPs, pivot tables, and version-controlled chaos
  • Weeks to assemble reports — by the time numbers are ready, they’re already outdated
  • Conflicting answers — Finance, Operations, and Leadership see different numbers
  • Delayed decisions — executives wait not for insight, but for data readiness
CFOs and Executives don’t lack questions. They lack timely, trustworthy answers.

Solution

How Links Solves These Pains

Links removes the manual assembly step entirely.

Operational data is ingested, accounting journals are generated, and analytics update automatically—all on the same unified foundation.

After: Analytics That Keep Up With the Business

  • Operational events and accounting journals live in a single platform
  • Analytics update as soon as data is ingested—no spreadsheets required
  • Finance teams stop compiling data and start validating insights
  • Executives see current performance, not historical snapshots
Analytics move from a monthly project to a daily operating capability.

Why

Why This Matters to Finance and Executives

For Finance Team:

  • Less time spent gathering and reconciling data
  • Fewer ad-hoc reporting requests
  • More confidence that analytics reflect financial reality

For CFOs and executives:

  • Faster decisions based on up-to-date information
  • Early visibility into trends and issues
  • Alignment between operational performance and financial impact
When analytics are always current, Finance becomes a decision enabler, not a reporting bottleneck.

Architecture

How Links Enables Unified Analytics

Links is built so analytics are a natural by product of accounting, not a separate workflow.

Unified Operational + Accounting Data

Links unified:

  • Ingested operational events
  • Generated accounting journals
  • Ledger-level financial data

All data shares consistent identifiers, dimensions, and lineage.

This ensures analytics are not just fast—but trusted.

Native Analytics with Metabase

Links exposes unified data directly to Metabase:

  • Finance teams can build multiple analytics directly within Links
  • No custom ETL pipelines or spreadsheet staging
  • Governance and permissions remain intact

Analytics live alongside the financial system—not outside it.

Continuous Updates

As operational data is ingested:

  • Journals are generated
  • Reconciliations run
  • Analytics refresh automatically

Dashboards reflect the latest available data, not last week’s exports.

Drill-Down and Trust

Every metric can be traced:

  • Dashboard → journal entry → operational event

Impact

Outcome Metrics Finance Teams Care About

Organizations using Links for unified analytics consistently achieve:

Weeks of manual reporting eliminated

through automated consolidation and reconciliation

Real-time visibility

into operational and financial performance

Faster executive decision cycles

with always-current, trusted financial data

Reduced spreadsheet dependency

by centralizing data in a controlled accounting system

Higher confidence

in numbers used for leadership and board discussions

Summary

From Spreadsheet Lag to Real-Time Financial Intelligence

Before Links, analytics required weeks of effort—and arrived too late to matter.

With Links:

  • Data flows automatically
  • Accounting and analytics stay aligned
  • Decisions are made on current reality, not historical reconstruction

When finance stops assembling data, Insight accelerates. Links turns analytics into a real-time strategic advantage.

See how Links delivers real-time analytics across unified operational, accounting, and financial data.

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