Digital signage tooling and screen-validation work.

2D digital signage environment simulator — upload content, place it in a room template, adjust viewing conditions, generate an AI readability review before deployment.

Preview how signage content will look in real-world environments before screens go live. 10 room templates, adjustable display size, orientation, viewing distance. Generates a readability score with issues and recommendations. Exports the simulation as a PNG for review or client sign-off.

Crash investigation tool for digital signage teams — upload screenshots, paste logs, generate a timeline, root cause, customer explanation, and engineering notes.

Helps support and engineering teams reconstruct signage failures from screenshots and logs. Turns messy crash reports into ordered diagnoses that can be shared with customers. Parses logs into structured event timeline, classifies severity and affected system, exports as Markdown.

AI-assisted log investigation for digital signage support — paste messy player, browser, or device logs and get a structured root-cause report with a customer-ready reply.

Parses raw logs into structured events, detects network/CSP/iframe/media/cache/crash/timeout/memory/offline categories. Generates root cause, affected system, developer notes, recommended steps, and a plain-language customer reply. Saves investigations with file-backed durable storage; exports as Markdown.

Knowledge assistant for digital signage support — ask platform and troubleshooting questions, get sourced answers, keep chat sessions across restarts.

Support knowledge base for signage teams with built-in entries for FireOS, Tizen, webOS, Windows, iframe playback, and general troubleshooting. Sourced responses cite matched knowledge entries. Works without ingestion because the initial knowledge base ships with the app.

Operations diagnostics toolkit for signage teams — iframe compatibility, content QA, device log analysis, and customer-ready support notes in one workflow.

Combines the daily checks a signage operations team runs during support triage. URL/iframe compatibility (CSP, X-Frame-Options, redirects, accessibility signals), content QA for image resolution / aspect ratio / file-size risk, device and browser log analysis. Generates customer-ready replies and internal notes.

MCP server giving AI agents real diagnostic tools for digital signage — inspect headers, detect iframe blockers, capture screenshots, generate bug reports.

Tools: inspect_url (HTTP status, redirects, headers, iframe risk, auth-wall signals), check_iframe_compatibility (CSP + X-Frame-Options policy detection), capture_screenshot (headless browser screenshot at any viewport), generate_bug_report (Markdown with AI or deterministic fallback). Designed for Claude Desktop, Cursor, and other MCP clients.

Synchronization monitoring for multi-screen digital signage — upload screenshots from several displays, compare visual drift, save sync reports.

Helps QA teams, AV integrators, and operators check whether screens in a group are showing the same content at the same moment. Create screen groups for video walls or multi-display deployments, compare visual differences via pixel-level analysis, detect sync drift and outliers, save reports with durable file-backed storage. Optional AI-assisted sync analysis when a provider key is configured.

AI-powered signage and display content verification — checks creative before it goes live on screens.

Verifies digital signage and display content with AI checks so problems are caught before creative is pushed to live screens.