Why task automation stalls in finance and operations, what an autonomous execution layer changes, and what CFOs should measure instead.

Manual AP costs more than the line items show. Where the cost hides in manual reviews, rework and exceptions, and how to start measuring it.

Automation is table stakes. BPO and shared-services leaders now want AI that orchestrates work, supports their teams and scales with volume.

What slows vendor onboarding, which checks to automate (tax IDs, bank details, sanctions), and how clean vendor data prevents duplicate payments.

Returns, shrink, last-mile and stockouts quietly erode retail margins. Where AI plus human experts can recover cash and protect margin.

How procure-to-pay works, where invoices and approvals stall, and what to automate first. A practical guide for CFOs and controllers.

Five reasons finance AI projects stall between demo and production, from data gaps to change management, and what gets them over the line.

Neoflo launches its AI and human finance operations platform and announces a $10 million seed round from Lightspeed, Peak XV and Alter Global.

Why the back office is the biggest untapped AI opportunity, and how combining AI with human experts cuts rework, delays and audit risk.

A little over five years ago, we walked the markets of East Java and Jakarta’s Tanah Abang, listening to warung owners share their struggles. These shops weren’t just businesses - they were the pulse of the neighborhood.

How Ula grew to serve 100,000+ warungs across Java, what the team learned through the pandemic, and why it closed its core operations.