Portfolio proof

AI-Driven Budget Tier System

Intelligent budget approval with measurable time savings

An AI-assisted budget tier system that automates routine approvals while keeping finance teams in control of exceptions and policy.

75% Automation rate

40 hours/month Time saved

$50K+/year Cost reduction

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Challenge

Finance operations teams spend hours classifying transactions and routing approvals that follow predictable patterns month after month.

Approach

Statistical tier assignment, variance modeling, and workflow automation integrated into existing finance operations—with clear human override paths.

Outcomes

High automation rate on routine tier assignments
Material monthly hours returned to finance staff
Sub-second processing for classification at scale

ROI by organization size

AI-driven tier system automates 75% of approvals, reducing costs and improving efficiency

Small Organization

Automate routine approvals, reduce approval bottlenecks

320% in Year 1 · 3 months

Cost savings: $25K/year
Time saved: 20 hours/month

Medium Organization

Multi-department automation, tier-based routing

450% in Year 1 · 2 months

Cost savings: $75K/year
Time saved: 60 hours/month

Enterprise

Enterprise-scale automation, compliance integration

600% in Year 1 · 6 weeks

Cost savings: $200K+/year
Time saved: 200+ hours/month

Why teams choose it

Data-driven tier assignment with human override paths.

Data-Driven Intelligence

Uses real transaction history to classify categories, not hardcoded rules

95%+ Accuracy
Self-Learning

Proven Track Record

$1.49M in transactions analyzed, 50+ categories classified automatically

$1.49M Processed
50+ Categories

Enterprise Ready

Built on Django/PostgreSQL, deployed on Heroku with 99.9% uptime

99.9% Uptime
SOC 2 Ready

Evaluating CODA for your institution?

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