SaaS Interviews with CEOs, Startups, Founders Selling Check for $400M, Now Building a $1.5M ARR AI Startup
May 6, 2026
Ahikam Kaufman, veteran fintech founder who sold Check to Intuit for nearly $400M, now leads SafeBooks AI. He discusses building an AI platform for CFOs, automating quote-to-cash and finance data validation, pricing against accountant headcount, investing in a proprietary graph database to avoid AI hallucinations, and landing high-value enterprise engagements.
AI Snips
Chapters
Transcript
Episode notes
Agentic Automation Replaces Manual Accounting Checks
- SafeBooks automates finance checks by linking structured and unstructured data across systems to replace manual accountant reconciliation.
- Ahikam built agentic automation that views end-to-end transaction context across CRM, billing, ERP, and source documents to pinpoint discrepancies.
Contracts Are The Source Of Truth For Revenue Integrity
- The core problem is misaligned contract terms, CRM records, and billing that require humans to reconcile across documents and systems.
- SafeBooks' agents have an end-to-end view linking the document (source of truth) to system records to find and remediate mismatches.
Price Against The Cost Of One Finance Headcount
- Price initial deployments against the cost of a single finance resource to make ROI obvious to buyers.
- Ahikam targets roughly $100k–$125k ACV for a starter use case that replaces one accountant's workload.