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Reconciliation
Payments, accounting, your CRM, and the bank all tell a slightly different story. We build automated matching across the systems you already run, with an exception queue and an audit trail for everything that does not resolve on its own.
A sample of the kind of finding the $2,500 Deep Diagnostic produces. Illustrative numbers, not a real client result.
Constraint found
Monthly revenue reported by the payment processor, the accounting platform, and the CRM disagreed by an average of $19,300, and closing the books required 14 hours of manual spreadsheet matching.
14 hrs
manual close, per month
$19.3k
avg. monthly mismatch
3.4%
transactions unmatched
Proposed fix
Automated matching across all three systems on a nightly cycle, with an exception queue for anything that does not resolve inside an agreed tolerance.
Every number in your report comes from your data. Not estimates, not interviews.
Price
Builds like this typically run $10k to $25k depending on scope. It starts with the $2,500 diagnostic, credited in full if you build with us.
Guarantee
Every number reconciles to source within an agreed tolerance, or we keep working at no cost.
How it works
You describe the symptoms. We tell you what we would examine and what it typically costs businesses like yours.
NDA first, then read-only access to your systems. We measure where the numbers actually diverge and by how much.
No constraint found and documented? Full refund.
A written report on what the mismatches are costing you in time and risk, tiered by budget.
Build with us and the $2,500 credits in full.
Success criteria agreed in writing before kickoff. Milestone payments: 40/30/30.
Criteria not met? We keep working at no cost.
By late April 2026, the Argus data layer held over 800 million rows across bars_1m, bars_1d, and downstream tables.
Read the case studyWe migrated 425M rows across 43 tables from a CPU-saturating QuestDB deployment to ClickHouse in 6.5 days with zero data loss.
Read the case studyStart with the free call. We will tell you what we would examine and what it typically costs businesses like yours.
Book a free 30-minute call