A prior authorization automation savings calculator estimates how much an organization saves by automating prior authorization work. It combines monthly authorization volume, staff minutes per case, loaded labor cost, denial and rework rates, rescheduled procedures and clinician time, then compares those savings with automation costs to show payback and annual return.
Prior authorization costs far more than most organizations measure, because denials, rework, delayed procedures and clinician paperwork rarely appear in one budget line. This calculator method puts numbers on all of them, using your own volumes and rates. Taction Software builds prior authorization automation and AI agents drawing on 200+ healthcare projects since 2013, and this page extends our prior authorization automation services with a transparent savings model.
What the Savings Calculator Estimates
The calculator estimates savings across every cost category prior authorization touches, not just staff hours. Many automation business cases count labor savings alone, which understates value and makes approval harder to win. A complete model shows labor, denial, scheduling and clinician time savings separately, then compares the total with automation costs over a realistic period. Each category can be measured before and after automation, so results become verifiable rather than theoretical. The six estimates below form the complete savings picture for prior authorization automation in provider, revenue cycle and payer organizations.
Staff Labor Savings
Labor savings come from fewer minutes per authorization spent searching charts, completing forms, checking portals and following up. This is usually the largest and most measurable category, and it is calculated from volume, minutes per case, expected reduction and loaded labor cost.
Denial Reduction Savings
Automation that finds required evidence before submission reduces denials caused by missing documentation. Fewer denials mean less rework, fewer appeals and less lost revenue. Savings depend on your current denial rate, the share that is preventable and the cost of each denial.
Rescheduling Savings
When authorizations are late, procedures, imaging and infusions get rescheduled, leaving staff and equipment idle. Faster authorizations reduce rescheduling, recovering revenue that would otherwise be delayed or lost, especially for high-value procedures and expensive equipment such as imaging scanners. Schedules stabilize.
Clinician Time Savings
Clinicians often write justification letters and prepare for peer-to-peer calls. Automation that drafts these documents for clinician review returns valuable clinical time, which can be valued at clinician hourly cost or converted into additional patient capacity. Clinicians notice quickly. Value it fairly.
Turnaround Improvement
Faster authorizations improve patient experience, reduce abandonment and speed revenue. Turnaround improvements are harder to value directly, but tracking them alongside financial savings shows leadership the operational and patient benefits that justify automation beyond pure cost reduction. Patients notice too.
Payback Period
The calculator compares monthly savings with upfront and ongoing automation costs to estimate payback time. A short, credible payback period is usually the deciding factor for finance leaders reviewing automation proposals, so it deserves careful, conservative modeling with clear assumptions.
Inputs You Need for the Calculation
A credible savings estimate depends on measured inputs. Most organizations can gather them within a week from scheduling systems, work queues, denial reports and short time studies. Where data is missing, use conservative assumptions and label them clearly, so leaders can challenge them. The six inputs below drive nearly all of the variation in prior authorization savings, and collecting them before speaking with vendors strengthens your position in demonstrations and negotiations. Our free healthcare AI ROI calculator accepts the same inputs for a quick estimate. Accuracy builds trust. Label every assumption.
Monthly Authorization Volume
Count authorizations processed each month, separated by service line, such as imaging, specialty drugs and surgery. Volume multiplies every other input, so accuracy matters. Work queue reports and payer portal logs usually provide the most reliable counts for each service line.
Minutes Per Authorization
Measure total staff minutes per case, including chart review, form completion, portal submission, status checks and follow-up calls. Time ten to twenty typical cases per service line, because estimates from memory tend to understate the real effort significantly. Measure, do not guess.
Loaded Labor Cost
Use the fully loaded hourly cost of authorization staff, including salary, benefits, overhead and supervision. Loaded cost is typically well above base hourly pay, and using base pay alone understates labor savings in the business case. Finance teams can provide it.
Denial Rate and Cost
Record the share of authorizations denied, the share caused by missing or insufficient documentation and the cost of each denial, including rework, appeals and lost revenue. Denial reports from your practice management or revenue cycle system usually contain this data.
Rescheduling Rate and Value
Estimate how many procedures are rescheduled because authorizations were late, and the revenue or cost impact of each rescheduling. High-value procedures and imaging often carry the largest impact, so measure these service lines first. Scheduling data reveals patterns. Start with imaging.
Automation Costs
Gather upfront build or implementation costs, ongoing platform or support fees, model usage costs and internal staff time for oversight. Leaving costs out makes savings look larger initially but creates credibility problems when real results are reported to leadership. Include oversight.
The Savings Formula Step by Step
The savings calculation is straightforward once inputs are ready. It converts minutes saved into labor value, adds denial, rescheduling and clinician savings, then compares the total with automation costs to calculate net savings and payback. Keeping each category separate lets reviewers remove anything they consider speculative while still seeing the core return. The six steps below walk through the calculation our team uses, and you can apply it in a spreadsheet within an hour once your inputs are collected. Every figure used in the examples is an illustrative assumption only.
Step 1: Monthly Hours Spent Today
Multiply monthly authorization volume by minutes per case, then divide by 60. At 1,200 authorizations per month and 30 minutes each, staff spend 600 hours monthly on prior authorization work across the organization. Repeat the calculation for each service line.
Step 2: Hours Saved by Automation
Multiply current hours by the expected reduction from automation, ideally measured during a pilot. At an assumed 50 percent reduction, 600 hours becomes 300 hours saved each month. Use a conservative reduction until you have measured local results. Pilots confirm it.
Step 3: Labor Value of Saved Hours
Multiply hours saved by loaded labor cost. At an assumed $35 per hour, 300 hours saved equals $10,500 per month, or about $126,000 per year. Replace the assumed rate with your organization’s actual loaded labor cost. Use loaded cost. Finance can confirm it.
Step 4: Add Denial and Rescheduling Savings
Multiply preventable denials avoided by the cost per denial, and avoided reschedulings by their value. Keep each category on its own line, using conservative assumptions, so finance reviewers can see exactly how much each contributes to total savings. Evidence matters.
Step 5: Add Clinician Time Savings
Estimate clinician hours saved on letters and peer-to-peer preparation, then value them at clinician hourly cost or added capacity. This category is often small in hours but significant in value because clinician time is expensive and scarce. Value it fairly.
Step 6: Compare Savings With Costs
Subtract monthly automation costs from total monthly savings to find net savings, then divide upfront costs by net monthly savings to estimate payback. Test results with lower reduction assumptions to confirm the case holds under conservative scenarios. Conservative cases win approval.
Example Savings by Organization Size
Worked examples show how savings scale with volume. Each example below uses illustrative assumptions for volume, minutes per case, a 50 percent time reduction and assumed loaded labor costs, and shows labor savings only, before denial, rescheduling and clinician savings, and before automation costs. These are planning illustrations, not predictions, and every figure should be replaced with your own measured data. The six examples below cover common organization types, from a single clinic to a payer, showing how quickly labor savings grow as authorization volume increases across larger organizations. Scale changes everything.
Single Clinic: About $26,000 Per Year
Assuming 300 authorizations monthly at 25 minutes each, staff spend 125 hours per month. A 50 percent reduction saves about 62 hours monthly, worth roughly $2,200 at an assumed $35 per hour, or about $26,000 per year in labor. Costs are excluded.
Specialty Group: About $126,000 Per Year
Assuming 1,200 authorizations monthly at 30 minutes each, staff spend 600 hours per month. A 50 percent reduction saves 300 hours monthly, worth roughly $10,500 at an assumed $35 per hour, or about $126,000 per year. Denial savings add more.
Community Hospital: About $420,000 Per Year
Assuming 4,000 authorizations monthly at 30 minutes each, staff spend 2,000 hours per month. A 50 percent reduction saves 1,000 hours monthly, worth roughly $35,000 at an assumed $35 per hour, or about $420,000 per year. Rescheduling savings add more.
Health System: About $1.6 Million Per Year
Assuming 15,000 authorizations monthly at 30 minutes each, staff spend 7,500 hours per month. A 50 percent reduction saves 3,750 hours monthly, worth roughly $131,000 at an assumed $35 per hour, or about $1.6 million per year. Clinician savings add more.
Revenue Cycle Company: About $480,000 Per Year
Assuming 8,000 authorizations monthly at 20 minutes each, staff spend about 2,670 hours per month. A 50 percent reduction saves about 1,330 hours monthly, worth roughly $40,000 at an assumed $30 per hour, or about $480,000 per year. Margins improve.
Health Plan Intake: About $960,000 Per Year
Assuming 20,000 requests monthly at 15 minutes of intake work each, staff spend 5,000 hours per month. A 40 percent reduction saves 2,000 hours monthly, worth roughly $80,000 at an assumed $40 per hour, or about $960,000 per year. Deadlines get easier.
Hidden Costs of Manual Prior Authorization
Manual prior authorization hides costs across departments, which is why organizations often underestimate the return from automation. Staff overtime appears in payroll, denials appear in revenue cycle reports, rescheduling appears in operations and clinician frustration appears in turnover. Nobody sees the full picture unless someone adds it up deliberately. Including these costs makes automation business cases stronger and more accurate. The six hidden costs below are the ones we find most often during discovery, and each should be estimated and included in your savings model before presenting it to leadership.
Overtime and Temporary Staff
Growing authorization volume often forces overtime, temporary staff or new hires. These costs rise steadily as volumes grow. Automation absorbs volume growth without proportional staffing increases, so include avoided future hiring in savings models for growing organizations. Growth stays affordable.
Staff Turnover
Prior authorization work is repetitive and frustrating, contributing to turnover among revenue cycle staff. Each departure brings recruitment, training and lost productivity costs. Reducing repetitive work can improve retention, although this benefit should be presented conservatively in business cases. Retention matters.
Delayed Revenue
Slow authorizations delay procedures and, therefore, revenue. Even when procedures eventually happen, delays affect cash flow and capacity planning. Faster authorizations accelerate revenue, which matters especially for organizations operating with tight margins or limited working capital. Cash flow improves. Speed pays.
Patient Abandonment
Some patients abandon care when authorizations take too long, particularly for specialty medications and elective procedures. Abandonment loses revenue and harms outcomes. Tracking abandonment rates before and after automation reveals a benefit many organizations never measure. Measure it. Patients benefit most.
Clinician Burnout
Clinicians frequently cite prior authorization as a major source of administrative burden. Time spent on letters and peer-to-peer calls reduces clinical capacity and satisfaction. Automation that drafts this work for review helps protect clinician time and wellbeing. Wellbeing matters too.
Compliance Exposure
Manual processes create inconsistent documentation and missed deadlines, which can expose organizations to payer disputes and audit findings. Automated workflows with complete audit trails reduce this risk and make it easier to demonstrate consistent, compliant handling of every request. Logs help.
How We Help You Capture These Savings
We help organizations model prior authorization savings, then build automation that delivers them. Savings modeling is billed at our $50 blended hourly rate, while AI agent builds follow our productized pathway with fixed prices for each stage. Every engagement measures the baseline first, so results can be verified. The six options below describe how organizations engage us, and our page on prior authorization automation services explains the full scope of what we build across provider and payer environments. Every price is fixed or estimated upfront, with assumptions listed clearly. Scope is agreed first.
Savings Model and Baseline: $2,000 to $6,000
Building a documented savings model with time studies, denial analysis and payback calculations typically takes 40 to 120 hours at our $50 hourly rate. It gives leadership a verified baseline and a credible business case before any automation investment. Updates are simple.
Discovery Sprint: 4 Weeks, $45,000
For AI agent builds, the Discovery Sprint measures workflows, payer mix and volumes, defines agent scope and checkpoints, and ends with a fixed-price build quote tied directly to the savings model. You keep every artifact, including the measured workflow baseline.
MVP and Pilot-Ready Sprints
The MVP Sprint at $95,000 builds a working authorization agent, and the Pilot-Ready Sprint at $145,000 hardens it for supervised production, with savings measured against the baseline. Results are reported against the original savings model at every stage, so leadership sees measured value before expanding.
Prior Authorization AI Agents
Our AI agent for clinical authorization and related prior authorization agents detect requirements, gather chart evidence, prepare requests, track status and draft appeals, with staff reviewing every submission and clinicians approving clinical justifications before anything reaches payers. Every action is logged for audits and payer disputes.
Denial Prevention Analytics
Our denial trend analytics platform work identifies which payers, services and documentation gaps drive authorization denials, showing exactly where automation and process changes will recover the most revenue. Insights guide automation priorities, so effort goes where denials cost the most.
Dedicated Developers
Teams with existing platforms can hire AI prior authorization developers at about $8,000 per engineer per month to extend automation across service lines, payers and electronic prior authorization channels. They bring revenue cycle, EHR integration and payer channel experience. Engagements can start within weeks.
Why Choose Taction for Prior Authorization Automation
Two questions matter when choosing a prior authorization automation partner: will they measure savings honestly, and can they build automation that actually delivers them across your systems and payers. Many vendors quote savings from other customers, then struggle to integrate with your EHR, portals and work queues. Our team measures your baseline first and builds against it, drawing on 200+ healthcare projects since 2013 and ISO 27001 certified processes. We sign Business Associate Agreements before accessing PHI. The six points below explain what working with us on prior authorization automation looks like in practice.
Baseline Before Promises
We measure your current minutes per case, denial rates and rescheduling before recommending automation. Savings claims rest on your data rather than another organization’s results, which makes business cases credible with finance leaders and boards from the very first meeting.
Revenue Cycle Automation Experience
For Voyant Health, we built automation covering data extraction, eligibility verification, payment posting and records retrieval. The Voyant Health case study shows the operational discipline we bring to authorization workflows. The product launched on its committed commercial date, and the same delivery discipline applies to authorization automation.
Integration Across Systems
Our engineers connect EHRs, payer portals, electronic prior authorization standards, document systems and work queues. Deep integration is what turns modeled savings into real savings, because automation that cannot reach your systems cannot remove the manual work. Savings follow integration depth.
Staff and Clinicians Stay in Control
Automation prepares and tracks requests, while staff approve submissions and clinicians approve clinical content. This design protects patients and payer relationships, and it keeps accountability exactly where professional and regulatory expectations say it belongs. Payers see reviewed, accurate submissions.
Results Measured Continuously
After launch, we track minutes per case, turnaround, denial rates and rescheduling against the baseline. Leadership sees measured savings every month, and automation is adjusted where results fall short instead of being left running without accountability. Accountability stays clear.
You Own the Automation
Code, rules, prompts, integrations, savings models and documentation belong to you. We hand everything over in documented form, so your team can operate and extend automation internally or continue with our ongoing support packages. No vendor lock-in applies.
Frequently Asked Questions
These are the questions revenue cycle leaders, CFOs, practice administrators and payer operations teams ask most often when they estimate prior authorization automation savings, whether they are building a business case, comparing vendors or reviewing pilot results. The answers are short on purpose and use illustrative assumptions where noted. If your question depends on your volumes or payers, a short call with our team will give you a clearer answer. For regulatory context, our guide to the CMS prior authorization rule explains upcoming electronic requirements. Answers reflect our practice. Confirm details with us.
How Do You Calculate Prior Authorization Automation Savings?
Multiply monthly volume by minutes per case to find current hours, apply the expected time reduction, value saved hours at loaded labor cost, then add denial, rescheduling and clinician savings and subtract automation costs. Use measured local data wherever possible.
How Much Time Does Automation Save Per Authorization?
It depends on service line, payer mix, systems and automation design. Some organizations see large reductions, others moderate ones. Measure minutes per case before and during a pilot, because local results are far more reliable than vendor claims or published averages.
What Costs Should the Business Case Include?
Include upfront build or implementation costs, ongoing platform or support fees, model usage costs, integration maintenance and internal staff time for oversight and review. Complete costs make savings projections credible and prevent disappointment when real results are reported. Honesty wins approval.
How Quickly Does Automation Pay Back?
Payback depends on volume, minutes saved, labor cost and automation cost. Higher-volume organizations usually see faster payback. The savings model calculates payback using your own data, and we test it under conservative assumptions before you commit budget. Volume matters most.
How Much Does a Savings Model Cost?
At our $50 blended hourly rate, a documented savings model with baseline measurement typically costs $2,000 to $6,000. AI agent builds follow our fixed-price pathway, starting with a $45,000 Discovery Sprint. The model guides every later decision. Assumptions stay visible.
Do Savings Change When Payers Adopt Electronic APIs?
Yes, typically for the better. As payers implement standards-based prior authorization APIs required from 2027, automation can submit electronically instead of through portals, reducing effort further. Agents built on standards benefit most as payer adoption grows. Plan for it. Standards help.
Tell Us About Your Authorization Volume
Share your monthly authorization volume, top service lines, payers, average minutes per case and denial rate. In a 30-minute call we will estimate your savings range and payback period, and recommend where automation should start. Book a free consultation. No commitment.