01
March 202615 min read
The Accountant-Builder
Two modes of AI value for finance teams, a decision framework for when to build vs. use, and why domain expertise is the real prerequisite.
FrameworkAIFinance
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Writing
Thoughts on finance, technology, and building scalable systems at the intersection of accounting and operations.
AI in Finance Operations — A 5-Part Series
02
March 202614 min read
AI as Force Multiplier: You Don’t Need to Build Anything
Concrete, quantified examples of using AI for investigation and analysis. From Slack message to root cause to remediation in 15 minutes.
InvestigationAutomationSaaS
Read more 03
March 202612 min read
From Localhost to Internal Tool
The infrastructure progression: local prototype to deployed tool. Covers data connections, cron automation, security governance, and working with engineering.
InfrastructureDeploymentSecurity
Read more 04
March 202618 min read
Building an Automated Contract Provisioning Queue
A deep dive: CRM ingestion, AI-powered PDF extraction, automated validation, human review queue, and how the system evolved.
Deep DiveAutomationEnterprise
Read more 05
March 202614 min read
Teaching Finance Teams to Use AI: A Training Playbook
Session structure, demo sequence, prompt patterns, and sample data design for hands-on AI training.
TrainingPlaybookTeams
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