Field notes on AI in business
Practical writing on AI, automation and the day-to-day work of running a business. From the team that builds and runs AI systems.
Accounting tax
How Machine Learning Predicts Which Tax Returns Will Be Audited
The IRS audits 0.4% of returns. ML models can estimate audit probability for individual returns with useful accuracy.
Basel IsmailApr 2, 2026
Accounting tax
Automating Quarterly Estimated Tax Calculations for Freelance and Gig Economy Clients
Freelancers and gig workers need quarterly estimates that update with their income. Automation makes this practical at scale.
Basel IsmailApr 2, 2026
Accounting tax
Real-Time Financial Dashboards for Clients: What to Automate and What to Keep Manual
Client dashboards work best when they automate data and keep human interpretation. Here is what to include and what to skip.
Basel IsmailApr 2, 2026
Accounting tax
How AI-Powered Bank Reconciliation Cuts Monthly Close Time by 60%
AI bank reconciliation matches transactions in minutes, not days. Here is how firms are cutting monthly close from 5 days to 2.
Basel IsmailApr 2, 2026
Accounting tax
Automating Accounts Payable: From Invoice Receipt to Payment in Under 5 Minutes
Modern AP automation processes invoices from receipt to payment approval in under 5 minutes.
Basel IsmailApr 2, 2026
Accounting tax
AI for Accounts Receivable: Predicting Late Payments Before They Happen
Machine learning models predict which invoices will be paid late with 85%+ accuracy, giving firms time to intervene.
Basel IsmailApr 2, 2026
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Accounting tax
Payroll Processing Automation: Eliminating the 3 Most Common Errors
Payroll errors cost firms an average of $845 per incident to fix. Automation eliminates the three most common mistakes.
Basel IsmailApr 2, 2026
Accounting tax
1099 Processing at Scale: How Firms Handle 10,000+ Forms Without Manual Entry
Large firms process 10,000+ 1099 forms annually using automation that eliminates manual data entry entirely.
Basel IsmailApr 2, 2026
Accounting tax
Sales Tax Compliance Automation Across Multi-State Ecommerce Clients
Managing sales tax for ecommerce clients across 45+ jurisdictions is a nightmare without automation. Here is how firms handle it.
Basel IsmailApr 2, 2026
Accounting tax
Automating Client Bank Feed Categorization with Machine Learning
ML-powered bank feed categorization reaches 95%+ accuracy after learning from just a few months of client data.
Basel IsmailApr 2, 2026
Accounting tax
How AI Handles Intercompany Eliminations in Consolidated Financials
Intercompany eliminations are the most error-prone step in consolidation. AI identifies and eliminates intercompany transactions automatically.
Basel IsmailApr 2, 2026
Accounting tax
Expense Report Processing: Why OCR Alone Fails and What Works Better
OCR captures receipt data but cannot validate policy compliance or catch fraud. Here is what a complete expense automation system needs.
Basel IsmailApr 2, 2026
1,319 articles