The Challenge
Scaling the Finance function proved difficult as hiring Accounts Receivable Analysts became increasingly expensive. The organization faced a critical decision: continue hiring expensive headcount for routine tasks or find a way to automate the ar workflow without sacrificing quality.
"The junior Accounts Receivable Analyst spent 80% of their time on collections automation, aging analysis, credit memo processing. A Llama 3.1 70B agent now handles this workload autonomously, 24/7."
Interactive ROI Model
Adjust the sliders below to see how this agent compares to your current costs.
Adjust Assumptions
Live ModelIncludes salary, benefits, equity, and taxes.
Includes SaaS fees, tokens, and maintenance.
The Solution
They implemented a Llama 3.1 70B-based workforce automation layer. The agent was configured to autonomously process incoming requests, generate drafts, and perform initial quality checks, leaving only final strategic approval to the human team.
Productivity Analysis
40hr week, minus PTO, holidays
24/7/365 · No downtime
An AI agent delivers 6,880 additional operational hours per year compared to a human employee — equivalent to hiring 5 additional FTEs.
Key Results
The numbers tell the story: $85k/year reduced to $3k/year — a 25x ROI. But the real win was throughput: the agent processes in one hour what the Accounts Receivable Analyst completed in a week, with zero variance in quality.
Why This Works
No FICA, FUTA, or state UI taxes.
Eliminate stock grants and vesting liabilities.
No 3-6 month ramp-up period.
Consistent quality with no fatigue.
No health insurance or 401k match.
Scale agents instantly.