How Campfire Uses Claude API to Cut Monthly Close Time by 3 Days
Campfire embedded Claude into its accounting platform to automate monthly closes, bank reconciliation, and financial reporting. Customers now close their books 3 days faster, reconcile bank statements 90% faster, and generate reports 50% faster. Claude powers Ember, Campfire's AI chat interface for natural language financial queries.
Impact
3 days
Reduction in monthly close time
90%
Reduction in bank reconciliation time
50%
Reduction in reporting time
Challenge
Accounting teams lost days each month to manual close processes, bank reconciliation, and reporting that rule-based automation could not fully handle.
Solution
Embedded Claude API into the Campfire platform to power Ember, an AI chat interface that automates monthly closes, bank reconciliation, and financial reporting through natural language.
Tools & Technologies
What Leaders Say
“Our engineering team found a lot of value in Anthropic's cookbook to build AI into our product.”
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Full Story
Campfire builds accounting software for modern finance teams, who historically spent days each month on manual, repetitive tasks: closing the books, reconciling bank statements, and producing management reports. Traditional rule-based automation had hit its limits on the complexity of real-world accounting workflows.
The team evaluated several AI models and selected Claude based on superior benchmark performance on accounting-specific tasks, Anthropic's technical support, and the security trust that finance customers demand. Anthropic's cookbook resources also accelerated their engineering team's development.
Campfire built Ember, an AI-powered chat interface on top of Claude, allowing users to query their financial data in plain language and execute complex multi-step accounting tasks automatically. Claude handles bank statement parsing, discrepancy identification, budget-vs-actual analysis, and intelligent data integration.
The results are material: customers reduce monthly close time by 3 full days, cut bank reconciliation time by 90%, and halve the time spent on reporting. These are not marginal gains — they represent entire days returned to finance teams each month.
Campfire now positions Claude as the core intelligence layer of its platform, combining conversational AI with automated task execution for end-to-end financial workflow automation.
AWS