We build Azure-native applications for AP analytics, supply chain, vendor master, CRM, and P2P fraud detection — built to be used, not trained on.
We focus where data quality, process automation, and AI create real financial impact.
End-to-end visibility into accounts payable — duplicate payments, credit recovery, vendor statement reconciliation, and AI-driven exception management.
Procurement spend visibility, supplier performance, and sourcing intelligence across complex multi-tier supply chains.
AI-powered vendor normalization, deduplication, NAICS classification, and enrichment — turning messy ERP data into a reliable foundation.
Pattern recognition and risk scoring across the procure-to-pay cycle — identifying anomalies before they become losses.
Custom CRM platforms built for specific sales motions — contact intelligence, activity tracking, pipeline analytics, and outbound automation.
Purchasing card spend analysis, MCC-level categorization, policy compliance monitoring, and cardholder risk scoring — turning card data into audit-ready intelligence.
Every application we ship is built around three principles that don't move.
Cloud-first architecture from day one — Azure SQL, Functions, Static Web Apps, App Service, and Cognitive Services. Scalable, secure, and built for the enterprise.
We integrate AI — classification, enrichment, anomaly detection, document extraction — where it produces measurable results, not because it's trendy.
If users need a manual, we haven't finished building it. Applications should be obvious — for the AP clerk and the CFO alike.
A tight team that punches well above its size — because we've been doing this for a long time.

Karl has spent his career at the intersection of enterprise software and finance operations — building systems that handle complex data, real money, and zero tolerance for error. He founded Mako Insight to build the kind of applications he wished existed when he was on the other side of the table.
Connect on LinkedInMako Insight operates with a senior architecture team in Massachusetts and a strong engineering bench in Pune, India — giving us a 12-hour development window and the cost structure to compete with teams ten times our size.
Architecture, product leadership, and client engagement
Engineering team — full-stack development, QA, and delivery
If you've got a hard problem in AP, procurement, or supply chain — or you just want to understand what's possible — we're easy to reach.
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