AI Radiation Therapy Planning for Oncology

Let your AI agent handle field layouts, dosage calculations, and compliance checks—so you can focus on patient outcomes, not tedious admin work.

As a dosimetrist or radiation oncologist, you spend hours in Eclipse or ARIA, manually adjusting fields and recalculating doses in Excel. Every case means triple-checking critical structures and writing up documentation in Word. The risk of missing an organ or making a calculation error is always in the back of your mind, and the pressure to stay compliant never lets up.

An AI agent that arranges radiation fields, calculates doses, and drafts documentation for oncology teams, reducing errors and saving hours each week.

Hire This Agent→

What this replaces

✕Adjust field parameters in Varian Eclipse for each patient
✕Recalculate radiation doses using Excel after anatomy changes
✕Cross-check critical organ coverage on CT scans
✕Draft treatment summaries and compliance notes in Word
✕Review plans against NCCN guidelines manually

The hidden cost

What this is really costing you

In hospital oncology departments, dosimetrists and radiation oncologists waste 2 hours each week manually arranging fields, recalculating doses, and drafting treatment plans in Varian Eclipse, ARIA, and Excel. Each case requires careful cross-referencing of patient scans, protocol guidelines, and compliance documentation. Small mistakes can lead to patient harm, failed audits, or regulatory action.

Time wasted

2 hrs/week

Every week, burned on work an AI agent handles in minutes.

Money lost

$7,800/year

In salary, missed revenue, and operational drag — annually.

If you keep ignoring it

Ignoring this leads to increased risk of organ damage, failed compliance audits, and potential delays in patient treatment. Repeated manual errors can trigger regulatory scrutiny and damage your department’s reputation.

Cost estimates derived from U.S. Bureau of Labor Statistics occupational wage data and O*NET task analysis.

Return on investment

The math speaks for itself

Today — without agent

2 hrs/week

of manual work

$7,800/year/ year

With your AI agent

20 min/week

agent-handled

$1,300/year/ year

You save

$6,500/year

every year, reinvested into growing your business

Estimates based on U.S. Bureau of Labor Statistics median salary data and O*NET task importance ratings from worker surveys. Time savings assume 80% automation of eligible task components.

Jobs your agent handles

What this agent does for you

Complete jobs, handled end-to-end — so your team focuses on what matters.

Speeding Up Field Design

You ask your agent to generate a radiation field arrangement that protects the heart and lungs for a thoracic patient.

Double-Checking Critical Structures

You ask your agent to review your draft plan and ensure all critical organs are adequately shielded.

Quick Dosage Adjustments

You ask your agent to recalculate dosage after a last-minute change in patient anatomy or tumor size.

Preparing Documentation

You ask your agent to draft the initial plan summary for your supervisor’s review.

How to hire your agent

1

Connect your tools

Link your existing treatment planning, patient record, and medical coding tools to provide the agent with necessary case data.

2

Tell your agent what you need

Example: 'Design a radiation field for this patient’s abdomen, minimizing exposure to the kidneys and liver.'

3

Agent gets it done

The agent returns an optimized field arrangement, annotated with protected structures and a draft plan summary for your review.

You doing it vs. your agent doing it

Manually adjust field parameters and cross-reference guides for each case.
Agent suggests optimal arrangements instantly based on patient data.
1 hr/week
Visually inspect images and check lists to avoid missing organs.
Agent highlights all critical structures automatically.
0.5 hr/week
Input values and run calculations repeatedly for each scenario.
Agent performs calculations and updates instantly.
0.3 hr/week
Write up summaries and compliance notes by hand.
Agent generates draft documentation for your review.
0.2 hr/week

Agent skill set

What this agent knows how to do

Field Layout Generation

Pulls DICOM data from Varian Eclipse and generates annotated field arrangements, highlighting protected organs for review.

Critical Organ Safeguarding

Scans CT images to identify and flag all at-risk structures, ensuring nothing is missed during plan design.

Dosage Calculation

Calculates precise radiation doses based on patient anatomy and clinical protocols, updating values instantly after changes.

Plan Documentation Drafting

Drafts treatment summaries and compliance notes using case data, ready for supervisor sign-off in ARIA.

Guideline Adherence Review

Checks each plan against NCCN and ASTRO guidelines, flagging any compliance issues before final approval.

AI Agent FAQ

Yes, the agent supports both standard and complex scenarios. You always review and approve the final plan. For multi-modality or rare cases, the agent provides draft arrangements and highlights areas needing special attention.

The agent can access DICOM data from Varian Eclipse and export documentation compatible with ARIA. For dose calculations, it processes data from your existing Excel templates or direct system exports.

All patient information is encrypted in transit using TLS 1.3 and never stored after processing. The agent operates within your hospital’s secure network and complies with HIPAA requirements.

No, you remain in control. The agent provides recommendations and drafts, but you review, edit, and approve all final treatment plans. It’s designed to reduce manual workload, not replace expertise.

You can specify organ constraints, preferred field arrangements, and protocol variations. The agent adapts its outputs to your requirements and flags any conflicts with guidelines.

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