Dermi Atlas
Clinical imaging for your practice.
Purpose-built clinical imaging software
Specialized clinical imaging tools for med spas, aesthetic clinics, plastic surgery, and dermatology practices, from initial consultation through long-term follow-up.
Built for clinical use
Tags the practice defines for conditions, body locations, and treatment phases, with automatic chronological grouping.
Practice-defined tags · Auto-grouping · Progress tracking
Advanced comparison tools
Side-by-side split comparisons and precision overlay views with automatic alignment and opacity controls. All settings persist automatically.
Split view · Overlay mode · Auto-alignment · Persistent state
Data sovereignty guaranteed
Every photograph and patient record stays within your infrastructure. Zero dependence on external cloud services.
Local storage · No cloud dependency · Full control
Search and filter
Search across patients, entries, and images with filterable data tables for fast clinical record lookup.
Clinical tagging system
Organize patient images with condition, body location, and treatment phase tags using a purpose-built clinical taxonomy.
Feature comparison
EMR photo tab
Phone and shared albums
Atlas Professional
EMR photo tab
Phone and shared albums
Atlas Professional
EMR photo tab
Phone and shared albums
Atlas Professional
EMR photo tab
Phone and shared albums
Atlas Professional
EMR photo tab
Phone and shared albums
Atlas Professional
Built for medical professionals who insist on patient privacy, clinical accuracy, and workflow efficiency.
Atlas Professional deploys on your infrastructure through Atlas Manager, a desktop application that handles setup, certificates, backups, and system monitoring.
Everything you need for clinical imaging
Comprehensive feature set designed around real clinical workflows.
Patient Management
Efficient patient management with visual search and streamlined record creation workflows.
Visual patient search
Illustrative demo with synthetic data. Learn more
- Visual thumbnail search for rapid patient identification
- Quick patient creation with auto-suggested IDs based on search queries
- Comprehensive PDF exports: patient details, Image Pool, or complete reports
- Letter-sized PDF format optimized for printing or EMR integration
- A complete activity history in dedicated patient logs
Image Pool
Personal image library for each patient with intelligent organization and comprehensive management tools.
Drag-and-drop upload
Illustrative demo with synthetic data. Learn more
- Bulk or individual image uploads with automatic date-based grouping
- Full image management: captions, tags, rotation, download, or deletion
- Card and list view modes with consistent date-based ordering
- Export entire Image Pool as formatted PDF
- Efficient workflow during high-volume clinical sessions
Zones
Body-region organization for the image pool, with zone cards, overview images, and dermoscopy at hand.
Create a zone
Illustrative demo with synthetic data. Learn more
- Zone cards group a visit's photographs by body area
- A primary overview image fronts each zone
- A dermoscopy sidebar navigates close-up captures across dates
- Tag filters extend to zone and session cards
- Zone membership is preserved through recoverable deletion
Entry Workspace
Create independent documentation units combining images, clinical notes, tags, and comparisons.
Build an entry
Illustrative demo with synthetic data. Learn more
- Entries function as self-contained documentation units
- Select images from Image Pool into Entry Workspace
- Add clinical notes and assign relevant tags
- Create multiple comparisons within a single Entry
- Export complete Entry with all content as formatted PDF
- Each Entry maintains independent comparison history
Split Comparisons
Compare multiple images using flexible grid, vertical, or horizontal layouts with optional automatic alignment.
Side-by-side comparison
Illustrative demo with synthetic data. Learn more
- Automatic alignment to register images for precise feature-to-feature comparisons
- Multiple layout options: grid view, vertical, or horizontal
- Dedicated View, Arrange, and Annotate modes keep gestures predictable
- Adjustable image ordering for optimal clinical presentation
- Side-by-side viewing of treatment progression
- Comparison captions for documentation context
- Export comparisons through Custom Export or one-tap Quick Export
- Undo and redo with smooth in-place restore
- All layout configurations persist automatically
Overlay Comparisons
Layer images with precise opacity and positioning controls, with optional automatic alignment for detailed progress assessment.
Opacity blending
Illustrative demo with synthetic data. Learn more
- Independent opacity adjustment for each image layer
- Automatic alignment with precise positioning controls for feature registration
- Visual stacking order management
- Ideal for tracking subtle changes over time
- All adjustments persist automatically
- Export overlay comparisons through Custom Export or Quick Export
Persistent Annotations
Durable markup drawn directly on clinical photographs, anchored to the image and live on every device on the practice network.
Draw on the image
Illustrative demo with synthetic data. Learn more
- Arrow, rectangle, ellipse, freehand, text, and pin tools with per-tool color and options
- Markup stays anchored through zoom, pan, alignment, and rotation on the single, split, and overlay views
- Saved with each image and synced across devices in real time
- A visibility toggle hides or shows markup at any time
- Annotation overlays appear on thumbnails across cards and tables
- PDF export options and annotated image downloads rendered at print quality
- Refined Apple Pencil and touch input keeps strokes precise while a palm rests on the screen
Full Body Photography
A dedicated workspace for systematic, session-based photographic documentation of the skin. Full body photography (total body photography, also known as mole mapping) runs in the same platform as the rest of the practice imaging.
Sessions at a glance
Illustrative demo with synthetic data. Learn more
- Session cards organize each survey on a dedicated per-patient page
- Guided Capture steps through a systematic pose set with skip handling and coverage progress
- Review pairs pose navigation with lesion pinning and a lesion detail panel
- Dermoscopy images link to each lesion for close-up context
- Compare lines up prior sessions side by side to follow a lesion across visits
- Lesion records use a standardized clinical site vocabulary and appear in the activity log
Live Multi-Device Sync
Real-time sync keeps every open device on the same page, from the front desk to the exam room.
Hand off between devices
Illustrative demo with synthetic data. Learn more
- Entries can be edited live on more than one device at once
- Team-wide presence shows what is open elsewhere and by whom
- A shared sync status indicator spans the viewer, comparisons, the image pool, and Review
- Quick navigation jumps to a session open on another device
- Open views update live as changes arrive from other devices
Live Pointer
A transient pointer for co-review, drawn live on the image while you talk a patient through it.
Point at a comparison
Illustrative demo with synthetic data. Learn more
- Draw directly on images and comparisons to highlight areas of interest
- Pointer marks fade automatically within seconds, leaving records unmodified
- Designed for patient-facing presentations on shared screens and projectors
- Available in the single-image viewer, in split and overlay comparisons, and on the full body and zone review canvases
- Compatible with touch and pointer input across all device types
- High-visibility red glow that reads clearly over clinical imagery
- Pairs with persistent annotations when markup should outlast the session
Team Accounts
One patient record for the whole practice, with a login for every person and the line drawn at the actions that carry weight.
Claim an invitation
Illustrative demo with synthetic data. Learn more
- Every member sees every team patient
- Records belong to the practice's team, whoever created them
- Clinician and Assistant account types: both document and capture, while export, sharing, deletion, and recovery stay with clinicians
- Members are invited from the Dermi Portal and claim the invitation on the practice network with a single-use claim code
- Assign Members records who is responsible for a patient and drives the My Patients view and the Members filter
- The session pill names the member with an entry open on another device and opens the same record here
- Every capture, edit, and deletion is recorded in the activity log under the account that performed it
Tagging System
Customizable tagging with automatic inheritance and color-coded categories.
Create tags
Illustrative demo with synthetic data. Learn more
- Create custom tags and tagging categories
- Assign colors to tags for visual recognition
- Tag images, patients, or entries
- Automatic tag inheritance from images to patient records
- Auto-suggestion from your tag library
- Bulk CSV import/export for efficient tag management
- Configure auto-suggest preferences per tag
Search & Filters
Powerful search combining text, dates, tags, and patient attributes.
Filter by tags
Illustrative demo with synthetic data. Learn more
- Text search across patient names and identifiers
- Date range filtering for temporal queries
- Tag-based filtering with multiple tag support
- Attribute filtering by entries or images presence
- Member filtering by assigned patients
- Combined filter criteria for precise results
- Visual thumbnails in all search results
Consent Management
Flexible consent records configured to your practice requirements.
Set enforcement mode
Illustrative demo with synthetic data. Learn more
- Three enforcement levels: Disabled, Advisory, or Required
- Digital consent with patient name confirmation
- External verification: verbal, written, or other documented methods
- Optional detailed notes documenting consent method
- All consent actions logged and auditable
- Consent revocation and re-acquisition support
- Integrated with patient activity logs
Custom Export
Compose exactly the export you need, from documentation files to consult-ready images.
Compose the frame
Illustrative demo with synthetic data. Learn more
- Export Options opens a full-screen live preview where what you see is exactly what is saved
- Framing presets for square, portrait, story, and wide formats, plus the original frame
- Light, dark, and gray themes with adjustable content scale
- Date labels as exact dates or elapsed time from baseline
- Practice logo placement with corner position and size presets
- Annotation visibility per export: as arranged, all shown, or all hidden
- Quick Export saves the on-screen comparison to a square frame in one tap
- An export purpose is recorded with every composed image and comparison export
- Composed exports strip camera metadata, and the underlying image is never altered
See these features in action
Experience the complete platform with our cloud demo, or deploy on your infrastructure for a full trial.
Automatic alignment for split and overlay comparisons
Computer vision-powered registration that precisely aligns anatomical features across images, available in every comparison mode. Powered by Atlas Vision.
Overlay comparison alignment
Split comparison alignment
Overlay layers are aligned with a single click, enabling precise opacity-based comparison across visits.
Illustrative demo with synthetic data. Learn more
Feature-based alignment
Atlas matches the same anatomical features across photographs, then works out how each image must be repositioned.
Both comparison modes
Alignment is available in split comparisons (grid, vertical, horizontal) and overlay comparisons with full opacity control.
One-click activation
A single align button triggers the process. Original image positioning is preserved and can be restored.
Atlas Vision runs locally
All processing happens on the practice's own computers; nothing is sent to any outside service.
Explore automatic alignment
Read the full announcement or view the documentation for a detailed overview of alignment capabilities
Designed around how you actually work
From capture to comparison in minutes.
New Patient Setup
Search for patient or create new record with auto-suggested ID
Open Image Pool and upload one photo or many at once
Add tags and captions during or after upload
Images automatically grouped by upload date
Workflow complete
Complete patient record created with organized, searchable images
Auto-save everything
All changes save automatically as you work.
Persistent state
Comparisons remember positioning, opacity, and settings
Live across devices
Every signed-in device shows the current record
Automatic precision in the comparison workflow
See how Atlas Vision transforms the comparison workflow in clinical practice.
Multi-scale comparison alignment
Multi-scale overlay alignment
Wide-angle and close-up captures are aligned and scaled on demand, preserving detail across zoom levels.
Illustrative demo with synthetic data. Learn more
Select images into a split or overlay comparison as usual
Press the align button to trigger automatic alignment
Atlas Vision compares corresponding features and computes the alignment
Images reposition to align corresponding anatomical landmarks
Review the result and adjust opacity or layout as needed
Precisely aligned comparisons ready for clinical assessment, documentation, or patient presentation.
One click
Aligns a whole comparison at once
On-premises
All processing within your local network
Persistent
Alignment state saves automatically
Intuitive by design, powerful in practice
Every interface decision prioritizes clinical efficiency and ease of use.
Interface refinements that save time and reduce cognitive load
Visual-first interface
Image thumbnails throughout the interface enable visual recall of patients and conditions, complementing text-based clinical records for faster identification.
Works on any device
Responsive design spans smartphones, tablets, and desktop workstations. Install as a Progressive Web App (PWA), or use the free Atlas Companion app for native capture on iPhone and iPad.
Automatic data synchronization
Image Pool and Entry data syncs automatically as you work. Only critical sections like patient details and account settings require explicit confirmation.
Customizable to your workflow
Configure default sort orders, visible statistics, consent preferences, image rendering settings, and UI behaviors to match your practice patterns.
Unsaved changes stay visible
Clear indication of unsaved changes with options to save, revert, or dismiss. Leaving a page with pending changes raises a confirmation first.
Keep working while edits save
Field-by-field change control
Live on every device
Works seamlessly on any device
All entry and image edits save automatically
Illustrative demo with synthetic data. Learn more
Capture on iPhone and iPad
The free Atlas Companion app adds native, reference-aligned camera capture on the devices a team already uses, and sends each photograph straight to the patient record on your own server.
Reference-aligned capture
A live overlay of the prior photograph guides each follow-up into matching framing, so treatment progress is easy to follow visit by visit.
Straight to your server
Captured photographs are sent to the patient record on your own server over the local network, never to a third-party cloud or the device camera roll.
Native on iPhone and iPad
Capture with the native camera and continue in the full Atlas workspace on the same device, using hardware staff already carry.

Illustrative demo with synthetic data. Learn more
One patient list, a login for every person
Every member of the practice works from the same patient list under their own login, and everything they document stays with the team.
One shared patient record
Every clinical record on a deployment belongs to the practice's team, and every member sees every patient.
A login for every person
Each person keeps their own username, password, and optional two-factor authentication, and every action is recorded under their account.
Clinician and Assistant
Both document and capture. Export, sharing, deletion, and recovery belong to clinicians, so the line is drawn at the actions that carry weight.
Assignment and live sessions
Assign patients to members, open the list to My Patients or All Patients, and see who has an entry open right now on another device.
Full access, including export, sharing, and deletion
Documentation and capture
Both account types
- Capture images, create patients, and add entries and notes
- Annotate, compare, and search the shared patient list
- Edit patient assignment and use every device on the practice network
Clinician only
- Export and external sharing
- Deletion and recovery, including Deleted Records
- Patient merge, identity edits, and original-resolution downloads
My Patients or All Patients
Filter by member
Assign Members
Named live sessions
Live co-editing
An Assistant opens on the whole team pool and a Clinician on their own patients; clearing the chip widens the list.
Illustrative demo with synthetic data. Learn more
Comprehensive security for patient data
Industry-standard security features to protect sensitive clinical information.
Full TLS encryption
HTTPS and WSS with self-signed certificates
Local network isolation
Network-level protection within your infrastructure
Comprehensive audit trails
Configurable logging for every action
Local data sovereignty
Patient data never leaves your network
Account security configuration
Manage authentication settings, session controls, and multi-device access from a unified security dashboard.
Robust access control
- A named account for every team member, each one claimed from a Dermi Portal invitation
- Two-factor authentication with QR or manual code entry
- Recovery codes saved as downloadable file
- Session management across all devices
Secure account operations
- Single-use verification links for critical operations
- Email changes require verification
- Links accessible via Atlas Manager for offline setups
TLS encryption
- All traffic on the practice network is encrypted via HTTPS and WSS
- Self-signed certificate management via Atlas Manager
- Built-in certificate rotation and regeneration capabilities
Network isolation
- Access limited to the local network prevents external exposure
- All patient data stays within your network
- No cloud dependencies for daily operations
Prevent accidental data loss
- Explicit confirmation required for all deletions
- Type phrases like 'PERMANENTLY DELETE IMAGE'
- Applies to images, entries, and patient records
Flexible deletion policies
- Configurable data deletion policy (recoverable, standard, permanent)
- Recoverable: retains all data and activity logs for the retention period
- Permanent: complete removal including stored files and audit records
Complete activity tracking
- Configurable audit logging (essential, comprehensive)
- Tracks user, action, timestamp, device, and changes
- Patient activity logs shared by the team, each entry attributed
Export activity logging
- All patient data exports tracked automatically
- Covers PDF reports, image downloads, and comparison exports
- Maintains complete audit trail for compliance
Learn more about our security architecture
Detailed documentation on compliance and security practices
Built for reliability and performance
Technical foundation designed for healthcare environments.
Designed for the unique demands of medical imaging workflows
Your infrastructure, your control
Atlas Professional runs entirely on your local network, on a server or workstation the practice already owns, with complete data sovereignty. No new hardware is required.
Encrypted connections
Every connection between your devices and the server is encrypted over HTTPS and WSS, using self-signed certificates. Manage certificate generation and rotation through Atlas Manager.
Team accounts on one record
Every clinical record belongs to the practice's team, and every member works from the same patient list under their own login. Every account starts from a Dermi Portal invitation claimed on the practice network.
Automatic synchronization
Changes appear on every signed-in device as you work. A record can be open on more than one device at once, and each view updates as changes arrive from the others.
Disaster recovery ready
Complete backup system managed through Atlas Manager. Backups include all data and configurations, verified for integrity. Cross-platform compatible for flexible recovery options.
- Local network access only
- Full HTTPS and WSS encryption support
- Self-signed certificates via Atlas Manager
- No external cloud dependencies
TLS encrypted · Self-signed certs · Local only
Deployed with Atlas Manager
A desktop application that handles deployment, certificate management, backups, and system monitoring through an intuitive interface.
Captured with Atlas Companion
A free iOS app for iPhone and iPad that connects to Atlas Professional servers on the local network, with native, reference-aligned camera capture and the full Atlas workspace.
Continuous innovation
Recently shipped and upcoming features that enhance your clinical imaging experience.
Persistent Annotations
Arrows, shapes, freehand strokes, text labels, and pins that stay anchored to the image, sync across devices in real time, and render at print quality in exports.
Anchored markup · Real-time sync · Print-quality export
See how annotations workFull Body Photography
Guided Capture over a systematic pose set, lesion documentation with dermoscopy linkage, and chronological session compare, on a dedicated per-patient page.
Guided Capture · Lesion history · Session compare
Explore full body photographyCustom Export
A configurable export surface with live preview: framing presets, themes, date labels, and your practice logo, plus one-tap Quick Export.
Framing presets · Practice logo · Quick Export
See what Custom Export includesLive Multi-Device Sync
Open the same entry on more than one device, see what is open elsewhere at a glance, and hand a session from room to room without missing an edit.
Live co-editing · Presence · Seamless handoff
See how live sync worksDermi Atlas Companion for iPhone and iPad
Native, reference-aligned capture with live overlays, a digital level, and lens controls, plus the full Atlas workspace on the device. Free on the App Store.
Clean clinical images
Remove backgrounds and set custom solid colors. Toggle between original and processed view. Adjustable processing depth, from fast to detailed.
Background removal · Custom backgrounds · AI-powered
Scheduled automated backups
Configure automatic backup schedules with custom retention policies. Select preferred backup destination directories for initial backup creation.
Auto scheduling · Retention policies · Custom destinations
Have a feature request?
Let us know what would make Atlas even better for your practice. Your feedback shapes our roadmap.
Frequently asked questions
Common questions about using Dermi Atlas Professional in your practice. Need help finding an answer? Reach out to our support team.
After deployment via Dermi Atlas Manager, access Dermi Atlas Professional through your web browser on any device connected to your local network. Setup provides both an HTTPS (encrypted) and an HTTP address, with encryption enabled through self-signed certificates managed by Atlas Manager. You can also install Dermi Atlas Professional so that it opens as a Progressive Web App (PWA) on any device.
Yes. Dermi Atlas Professional features a responsive design that supports devices from smartphones to tablets to desktop computers. Access the full platform from any device connected to your local network using a modern web browser. For iPhone and iPad, the free Dermi Atlas Companion app connects to your Atlas Professional server on the local network and adds native, reference-aligned camera capture alongside the full Atlas workspace.
Dermi Atlas Professional continues functioning normally without internet connectivity. All patient data, images, and features remain fully accessible on your local network. Internet is only required for periodic license verification and optional software updates.
Yes. Every clinical record on a Dermi Atlas Professional deployment belongs to the practice's team, and every member works from the same patient list. Each person keeps their own login, password, and optional two-factor authentication, and every action is recorded in the activity log under the person who performed it. Patients can be assigned to members, and the Patient Database preference opens the list on My Patients or All Patients.
Both account types capture images, create patients, add entries and notes, annotate, compare, and search the shared patient list. Clinician accounts additionally cover export and external sharing, deletion and recovery of records, Deleted Records, patient merge and identity edits, and original-resolution image downloads. The account type is chosen when a member is invited and can be changed later from the Dermi Portal.
The license owner invites a member from the Dermi Portal by email address and account type. The invitee receives a single-use claim code, opens the Atlas sign-in page on the practice network, follows Claim invitation, and sets their username, name, and password. Every account starts from an invitation, and membership changes reach the deployment at its next check-in. Atlas Manager can disable or re-enable an account locally.
Images are stored in each patient's Image Pool with automatic grouping by upload date. You can add tags by condition, body location, and treatment phase, as well as captions. Images are presented in consistent date order, in card or list view, and can be selected into Entries for comparisons and documentation. All images maintain their original quality.
Dermi Atlas Professional focuses on documentation integrity rather than image editing. You can rotate images, and background removal capabilities are in development. For other editing needs, process images externally before uploading to maintain clear clinical documentation provenance.
All comparison configurations save automatically, including image positioning, opacity settings, layer order, and layout choices. When you return to a comparison, everything appears exactly as configured. This persistent state keeps documentation consistent across sessions.
Automatic alignment uses computer vision to match the same anatomical features across images and calculate how each one should be positioned. When activated with the align button in a split or overlay comparison, images are repositioned so that corresponding features line up precisely. All alignment processing runs locally on your infrastructure. The original positioning can be restored, and alignment state persists automatically with the comparison.
The Image Pool is a patient's complete photo archive where all images are uploaded and organized chronologically. Entries are focused documentation units where you select specific images from the Image Pool, create split or overlay comparisons, add clinical notes, and generate formatted reports. Think of the Image Pool as your archive and Entries as your clinical documentation.
Yes. You maintain complete control over your data at all times. Download individual images in full quality, export Image Pools and Entries as formatted PDFs, or export complete patient reports. Your data stays in standard formats and can be archived or migrated as needed.
Consent management is configurable to match your practice requirements. The enforcement level is set once for the account as Disabled, Advisory, or Required, and the Required level blocks image uploads for a patient until consent is recorded. Supported consent types include digital consent within Dermi Atlas (patient confirmation and name entry) and external verification (verbal, written, or other documented methods). All consent actions are logged and can be revoked and re-obtained as needed.
Dermi Atlas Professional offers multiple export options. Individual images can be downloaded in full quality, with or without annotations. Comparisons and single images export through Custom Export, with framing presets, themes, date labels, and your practice logo, and comparisons also save in one tap with Quick Export. Entries, Image Pools, patient details, and complete patient reports can all be exported as formatted letter-sized PDFs ready for printing or EMR import. All exports are logged based on your configuration.
Dermi Atlas Professional supports organizing and comparing dermoscopy photographs alongside standard clinical images. Dermoscopy images can be uploaded to a patient's Image Pool, organized chronologically and by tags such as body location and condition, and compared using split and overlay views with automatic alignment. This allows longitudinal comparison of dermoscopic photographs over time. All dermoscopy images are stored locally on your infrastructure at full resolution.
Treatment progress tracking in Dermi Atlas Professional is built around chronological image organization and before/after comparisons. Images uploaded to a patient's Image Pool are automatically grouped by upload date, and can be tagged by condition, body location, and treatment phase. Selected images can be organized into Entries where split and overlay comparisons with automatic alignment allow precise visualization of changes over time. Comparison configurations save automatically, ensuring consistent documentation across sessions.
Yes. After initial deployment via Dermi Atlas Manager, Dermi Atlas Professional runs entirely on your local network and does not require an internet connection for any clinical operations. Image uploads, patient management, comparisons, and exports all function without connectivity. Internet is only needed for periodic license verification and optional software updates. This offline-capable architecture ensures clinical workflows continue without interruption during internet outages.
Dermi Atlas is built by Dermi Inc., an independent software company headquartered in Toronto, Canada. Dermi Atlas is a clinical documentation platform that med spas, aesthetic clinics, plastic surgery, and dermatology practices use to document skin conditions and track treatment progress with photography. Development, support, and assisted setup are all provided directly by the Dermi team.
Still have questions?
Our team is here to help with any questions about Dermi Atlas Professional.
Experience Dermi Atlas today
Deploy Dermi Atlas Professional on your infrastructure, or explore features instantly with Dermi Atlas Cloud.
Dermi Atlas Professional
- Base plan per deployment
- First 30 days free
- Cancel anytime
- Additional clinician seat$59 USD / month
- Additional assistant seat$12 USD / month
Complete feature access on hardware you already own, with full control of your photos and dedicated support.
- No new hardware: runs on your existing server or workstation
- Use with real patient data securely
- One shared patient record for the team, with a login for every person
- Assisted setup and technical support included
Dermi Atlas Cloud Demo
- No time limit
Explore Dermi Atlas features instantly in your browser. Free to use, no commitment required.
- Launch instantly in browser
- Upload and test with sample data
- Access core features and workflows
- No credit card required
Synthetic Data Notice
All demonstrations, screenshots, and media on this page use synthetic data only. No real patient information is shown.
The following are synthetic and do not correspond to real patients:
- All human faces and individuals are synthetic and do not represent real people
- All clinical and medical images, including photographs and scans, are synthetic or simulated
- All patient names, dates, identifiers, and other details are fictional
- All clinical notes and documentation are sample content for demonstration only
Media is provided solely to illustrate platform functionality and workflows.