ROI CALCULATOR

Run the numbers.

The real value isn't lower LLM cost. It's the 80% of your matching backlog your SMEs can now run themselves, instead of waiting in a data science queue.

Your data scientists sponsor and review. Your SMEs operate. The 20% that actually needs a data scientist stays with them. Run the numbers below to see the cost delta on the work that's already in your pipeline.

Configure your scenario

Monthly Record Volume

Current Approach

LLM API (Premium tier)$0.005/recordLLM API (Standard tier)$0.001/recordManual ProcessingPure labor costCustom ML Pipeline$0.002/record + $25K/mo infra

Records Requiring Human Review (per day)

Hourly Cost of Manual Review ($)

Your Current Monthly Cost$29,750

Coherany Monthly Cost$2,000

Monthly Savings$27,750

Annual Savings$333,000

Time to ROIUnder 1 month

Recommended Plan

Growth$2,000/mo

See It On Your Data

What this number understates: The cost delta above is the floor, not the ceiling. The bigger value is the matching work that your data science team currently can't get to. Your SMEs already know those patterns. Coherany lets them run that work themselves, audit-ready by default.

How we calculate: LLM costs based on 500 tokens/record at published API pricing. Manual review at 3 minutes/record. Coherany pricing per published tiers. Conservative 30% auto-triage rate. Actual savings may vary.