For CFOs putting AI on a defensible budget.
Unit economics, cost attribution, cheap-first routing and monthly governance rhythms — for CFOs and Heads of FinOps who need enterprise AI spend to be defensible to the board.
What we've shipped for peers
Cutting LLM spend 41% at a Fortune 100 insurer
A Fortune 100 insurer had 40+ AI workloads across Azure and Bedrock with no unified cost view, no routing controls and a spend curve that was going to cross eight figures inside 18 months. pronix.ai stood up an LLM FinOps program that cut spend 41% with no measurable quality regression.
47% faster denial resolution at a multi-hospital system — RCM workqueue automation
A multi-hospital health system had $34M in denied and underpaid claims stuck in manual workqueues, with an average 23-day resolution cycle. pronix.ai deployed an agentic RCM workqueue that classified denials, drafted appeals, gathered evidence and tracked status — cutting resolution time by 47% and recovering $11M in the first year.
72% straight-through prior authorizations at an 11-hospital system — agentic RCM
An 11-hospital IDN was losing scheduled procedures to prior-auth delays and paying overtime to clear a growing backlog. pronix.ai deployed a multi-agent prior-auth system that read the order, pulled clinical evidence, matched payer policy and submitted through Availity or payer portals — 72% of authorizations completed straight-through with turnaround compressed from six days to under 24 hours.
Early-out self-pay AI lifts collections 29% at a 900-provider physician group
A national physician group was placing early-out self-pay accounts with agencies at 90 days because in-house outreach couldn't keep pace. pronix.ai deployed an agentic early-out program on voice, SMS and email with propensity-to-pay scoring, self-service payment plans and financial-assistance screening — collections lifted 29% and cost-to-collect dropped 38%.
Assess, model and shortlist
BPO AI, CX & CCaaS ROI Assessment
Interactive ROI assessment for enterprise BPOs. Model containment, AHT, AI QA and shore-mix impact on margin — with a saved business case linked to a recommended implementation playbook.
Contact Center AI ROI Calculator
Enter your contact volume, AHT, agent cost and containment target. Get modeled savings, payback period and a defensible business case for voice AI and agent assist.
Get a briefing curated to your role and program.
We run 60-minute sessions with executive teams on the priorities above — leaving you with a shortlist, a business case or a roadmap you can defend.