# AI Automation for CDI & Coding

> Custom AI workflows built specifically for cdi & coding: deep integrations with the 3M 360 Encompass stack, healthcare-grade privacy, and workflows that pay back in weeks, not years.

- **Industry:** Healthcare
- **Primary role:** [Medical Coding Manager](https://calish.com/workflows/for/medical-coding-manager/)
- **Canonical URL:** https://calish.com/workflows/specialty/cdi-and-coding/

## The CDI & Coding Stack

- [3M 360 Encompass](https://calish.com/workflows/tool/3m-360-encompass/)
- [TruCode](https://calish.com/workflows/tool/trucode/)
- [Optum CAC](https://calish.com/workflows/tool/optum-cac/)
- [Epic](https://calish.com/workflows/tool/epic/)
- [AAPC Codify](https://calish.com/workflows/tool/aapc-codify/)

## Workflows for CDI & Coding

- [Controlled Substance & PDMP Compliance for Medical Coding Managers](https://calish.com/workflows/controlled-substance-and-pdmp-compliance-for-medical-coding-manager/) — AI runs PDMP checks on every controlled-substance order, documents the check in 3M 360 Encompass, flags concerning patterns, and generates c
- [Infusion Chair & Drug Scheduling for Medical Coding Managers](https://calish.com/workflows/infusion-chair-and-drug-scheduling-for-medical-coding-manager/) — AI schedules infusions against chair capacity in 3M 360 Encompass, verifies drug stock and PA, and rebalances when patients reschedule — cha
- [Prior Authorization Submission for Medical Coding Managers](https://calish.com/workflows/prior-authorization-submission-for-medical-coding-manager/) — AI checks payer-specific PA requirements, pulls the chart from 3M 360 Encompass, submits the PA with clinical justification, and tracks stat
- [Claim Denial Appeal for Medical Coding Managers](https://calish.com/workflows/claim-denial-appeal-for-medical-coding-manager/) — AI classifies denials by reason code, drafts the appeal letter with chart-cited clinical support, resubmits with corrected info, and tracks 
- [New Patient Intake & Chart Prep for Medical Coding Managers](https://calish.com/workflows/new-patient-intake-and-chart-prep-for-medical-coding-manager/) — AI sends the intake packet via 3M 360 Encompass, ingests responses, requests records from prior providers via HIE/fax, verifies insurance, a
- [Referral Management & Loop Closure for Medical Coding Managers](https://calish.com/workflows/referral-management-and-loop-closure-for-medical-coding-manager/) — AI triages incoming referrals by acuity, schedules them into open slots in 3M 360 Encompass, and chases outgoing referral loop closure with 
- [No-Show Reduction & Recall for Medical Coding Managers](https://calish.com/workflows/no-show-reduction-and-recall-for-medical-coding-manager/) — AI sends personalized, channel-optimized reminders (SMS/email/voice) per patient preference, offers reschedule slots, and fills openings fro
- [Chart Closure & Encounter Documentation for Medical Coding Managers](https://calish.com/workflows/chart-closure-and-encounter-documentation-for-medical-coding-manager/) — AI drafts the encounter note from the visit audio and prior chart, populates orders and billing codes, and queues it for provider sign-off —

## Tool Comparisons

- [3M 360 Encompass vs TruCode for Medical Coding Managers](https://calish.com/workflows/compare/3m-360-encompass-vs-trucode-for-medical-coding-manager/)
- [3M 360 Encompass vs Optum CAC for Medical Coding Managers](https://calish.com/workflows/compare/3m-360-encompass-vs-optum-cac-for-medical-coding-manager/)
- [3M 360 Encompass vs Epic for Medical Coding Managers](https://calish.com/workflows/compare/3m-360-encompass-vs-epic-for-medical-coding-manager/)
- [3M 360 Encompass vs AAPC Codify for Medical Coding Managers](https://calish.com/workflows/compare/3m-360-encompass-vs-aapc-codify-for-medical-coding-manager/)
- [TruCode vs Optum CAC for Medical Coding Managers](https://calish.com/workflows/compare/trucode-vs-optum-cac-for-medical-coding-manager/)
- [TruCode vs Epic for Medical Coding Managers](https://calish.com/workflows/compare/trucode-vs-epic-for-medical-coding-manager/)
- [TruCode vs AAPC Codify for Medical Coding Managers](https://calish.com/workflows/compare/trucode-vs-aapc-codify-for-medical-coding-manager/)
- [Optum CAC vs Epic for Medical Coding Managers](https://calish.com/workflows/compare/optum-cac-vs-epic-for-medical-coding-manager/)
- [Optum CAC vs AAPC Codify for Medical Coding Managers](https://calish.com/workflows/compare/optum-cac-vs-aapc-codify-for-medical-coding-manager/)
- [Epic vs AAPC Codify for Medical Coding Managers](https://calish.com/workflows/compare/epic-vs-aapc-codify-for-medical-coding-manager/)

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