SN-7741-X
SYNTHEXA MK.II. CASES MODULE
How data sync automation eliminated weekly reconciliation errors
14
Hours reclaimed/week
7
Automations live
$18.7K
Cost saved/year
99.9%
Success rate
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challenge
The analytics team was discovering data discrepancies every Monday morning — mismatches between the data warehouse, CRM records, and marketing platform exports that had accumulated over the previous week. Reconciliation required manually cross-referencing three systems, tracing the source of each error, and correcting records before reports could be trusted.
The problem wasn't just time. Wrong data was reaching dashboards and influencing decisions before errors were caught. Leadership was regularly making strategic calls on figures that needed to be revised days later.
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solution
Synthexa built automated sync pipelines connecting the data warehouse, CRM, and marketing platform with real-time validation logic. Each sync operation applies pre-defined consistency checks and automatically flags any discrepancy for review before it reaches reporting surfaces.
Exception handling rules route errors to the right team member with full context attached. Most issues are resolved automatically. Those requiring human review are surfaced immediately rather than discovered days later during manual reconciliation.
We went from weekly firefighting sessions to fully trusting our dashboards.
Our analytics team was spending every Monday reconciling data discrepancies between our data warehouse, CRM, and marketing platform. Mismatched records were creating wrong reports — and wrong decisions.
Synthexa built automated sync pipelines that validate and reconcile data across all three systems in real time. Errors are flagged instantly and resolved without manual intervention.
We went from weekly firefighting sessions to trusting our dashboards completely.
David Chen
Head of Analytics
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case overview
Real-time data sync pipelines replaced weekly manual reconciliation, eliminated reporting errors at the source, and gave the analytics team back 14 hours every week to spend on analysis instead of data hygiene.
In data-driven operations, the cost of bad data is rarely visible until it's already influenced a decision. Manual reconciliation processes create a dangerous lag between when errors occur and when they're caught — and by then, reports may have already been shared and acted upon.
Before Synthexa
Every Monday, the analytics team started the week by reconciling data across three disconnected systems. The process involved manual exports, formula-driven comparisons, and individual record corrections. It took hours and left the team frustrated before the real work could begin.
Reports generated during the week carried uncertainty about their accuracy. Stakeholders had learned to treat dashboard numbers with skepticism, and leadership regularly requested manual verification before acting on key metrics.
What changed
Synthexa replaced the manual reconciliation cycle with continuous automated sync. Data flows between systems in real time, with validation checks running on every record as it moves. Discrepancies are flagged and routed automatically — most are corrected without human involvement.
Reports now pull from data that has already been validated. The analytics team no longer starts the week fixing numbers — they start by analyzing them.
Business impact
Manual reconciliation work dropped to near zero. The team reclaimed 14 hours per week, all of which shifted to higher-value analytical work. Dashboard trust improved across the organization, and leadership now acts on data confidently without requesting secondary verification.
The success rate of 99.9% reflects the reliability of the validation logic — errors that used to surface days later are now caught and corrected in real time.
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SN-7741-X
SYNTHEXA MK.II.CONTACT FORM