Research and reports.

Longer pieces from our engineers on software and AI in operations-heavy firms. Each one opens with its key findings, and the full report is a PDF.

Legacy ModernizationOct 2, 2026The Cost of Standing Still: What Legacy Systems Really Cost a BusinessA review of published research on what old software costs a business in running costs, security risk, skills and speed, and how to modernize safely.Read the report

AI Agents and ChatbotsOct 2, 2026AI in Mid-Size Businesses: Adoption, Results and Why Pilots StallA review of 2024 to 2026 research on how many firms use AI, how few see it in profit, and why pilots stall. Plus what mid-size firms do differently.Read the report
Workflow Automation and RPAOct 2, 2026Finance Back-Office Automation: Where the Returns Show Up FirstA review of published research on invoices, payment fraud, month-end close and cash forecasting, and which finance processes pay back first.Read the report

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