A01 / Studio
A02 / Master Control
A03 / Live Production
A04 / Camera Ops
A05 / Outside Broadcast
A06 / TransmissionThe unified operating system for modern television and broadcast networks.
Connect commercial ad sales, digital rights clearance, media quality control, linear scheduling, live studio rundowns, master control automation, and financial billing into one continuous, reliable workflow.
Central Operations Module
The central executive command center for broadcast and network transmission leadership.
Broadcast executives, station engineers, and traffic leads use the Dashboard module to supervise live channel health, verify preflight schedule readiness, and coordinate real-time operational response across linear, satellite, and streaming paths. When transmission faults or scheduling collisions emerge, leadership teams immediately isolate affected feeds, deploy automated recovery protocols, and safeguard advertising revenue.
Operations directors and station engineers use this module to track live channel transmission health, inspect preflight airtime readiness scores, and oversee commercial fulfillment across all network feeds. When transmission exceptions or signal interruptions occur, teams review instant diagnostic alerts, evaluate prioritized recovery steps, and execute immediate operational fixes to keep broadcasts on air.
Illustrative product UI. Click pins to inspect module explainers, or open full screen.
Surfaces active operational blockers including format verification mismatches, missing loudness certificates, and caption track drops with prioritized recovery actions.
Synthesizes real-time satellite, IP, and terrestrial stream telemetry into a centralized operational view. Monitors signal continuity, detects packet degradation instantly, and safeguards broadcast uptime.
Pre-validates upcoming programming segments, commercial break timings, and captioning synchronization. Eliminates timing discrepancies before hitting live automation queues.
Audits real-time advertising playout against contracted insertion orders. Instantly detects preemptions or clipped spots to generate automated makegood allocations.
Operational Workspaces / 02
Dedicated operational workspaces. One unified broadcast workflow connecting commercial agreements to transmission playout and settlement.
Commercial Operations Lead & Rights Acquisition Manager
Commercial operations teams use this module to ingest agency insertion orders, validate syndication rights, and lock in broadcast schedules. Operators apply territorial blackout rules, cross-check advertiser exclusivity constraints, and verify legal clearances across every airtime slot before campaigns are committed to the playout pipeline.
Head of Media Ingest & Quality Control Engineer
Ingest and QC engineers use this module to receive master video packages, run automated loudness compliance checks, and verify caption synchronization. When an incoming file fails technical validation, operators inspect highlighted timecode errors, trim or replace segments, and approve transmission-compliant assets for playout.
Traffic Director & Linear Programming Scheduler
Traffic directors use this module to assemble 24/7 linear channel playlists, sequence commercial break structures, and enforce advertiser separation rules. When schedule collisions or break overruns occur, operators drag and drop replacement inventory, re-balance airtime timings, and resolve playlist exceptions ahead of broadcast.
Broadcast Producer & Live Control Room Director
Show producers and control room directors use this module to trigger live story blocks, synchronize on-air graphics cues, and manage camera roll-ins in real time. If a live interview runs over or breaks early, teams float upcoming segments, re-time downstream blocks on the fly, and execute seamless handoffs to network transmission.
Master Control Playout Operator & Chief Transmission Engineer
Playout operators use this module to supervise live automation channels, trigger secondary graphics, and verify digital SCTE-35 ad splice markers. During breaking live events or feed disruptions, engineers execute manual router overrides, switch to redundant backup paths, and adjust downstream keys with zero broadcast interruption.
Broadcast Compliance Officer & Playout Audit Specialist
Compliance officers and auditors use this module to verify certified as-run playout logs, inspect closed captioning streams, and track regulatory alert broadcasts. When an ad spot clips or an anomaly occurs, operators review time-stamped incident telemetry and generate incontrovertible delivery certificates for advertisers and regulators.
Billing Specialist & Broadcast Revenue Accountant
Revenue specialists use this module to reconcile verified as-run playout logs against contracted insertion orders and calculate billable delivery. When preemptions or breaking news interrupt scheduled spots, operators approve automated makegood allocations, apply credit adjustments, and export audit-ready invoices directly to advertising agencies.
The intelligence / 03
Use a platform designed to harness the best intelligence available for the work in front of you.
Legacy automation → Built-in AI
You work within its limits.
Broadcast contract, media package, or transmission telemetry → orchestration layer → suitable frontier or specialist model → operator-reviewed decision.
Choose around the operational task, security policy, and broadcast SLA requirements.
Broadcast rights contracts, licensing terms, and regulatory clause extraction
Provider documentation ↗Multimodal video analysis, technical QC inspection, and as-run reconciliation
Provider documentation ↗Closed caption verification, audio stream transcription, and compliance logging
Provider documentation ↗Media catalog semantic search, asset embeddings, and archive reranking
Provider documentation ↗Note:These providers have documented APIs. They are options for implementation assessment, not confirmed connections in this preview. Supported routing must be agreed and verified during onboarding; additional providers remain roadmap candidates.
How it works / 04
Import advertising sales orders, program syndication contracts, and digital broadcast rights. Automated rules cross-reference licensing windows, territorial exclusivity, and technical media specifications before scheduling.
Build optimized 24/7 linear playlists and commercial break structures. The scheduling engine continuously audits break capacity, enforces spot separation rules, and resolves timing gaps to eliminate dead air.
Execute automated multichannel playout with sub-second precision. Master control operators monitor signal telemetry, supervise live production rundown handoffs, and manage SCTE-35 digital ad insertion markers in real time.
Capture certified as-run playout telemetry to verify regulatory compliance and delivery proof. Automatically match aired spots against advertiser insertion orders, calculate makegoods, and generate auditable invoices.
Beyond the dashboard / 05
A transmission discrepancy needs an operational workflow, not another chat window.
Agent workflows are scoped to your broadcast tools, permissions, and approval policy.
Explore Broadcasting & Media Services AI agents ↗Tools & integrations / 06
Your existing broadcast tools can become part of the AI workflow. These documented protocols and APIs are implementation options; this preview does not connect to your accounts.
Automated digital program insertion markers synchronize broadcast traffic logs with downstream ad insertion servers.
Official API documentation ↗IP network media transport telemetry streams packet timing and stream health data into master control monitoring.
Official API documentation ↗Industry-standard advertising schedule and as-run log exchange protocols connect broadcast traffic systems to agency booking networks.
Official API documentation ↗Note:Tool names and marks belong to their respective owners. No endorsement or partnership implied.
Standards / 07
Track audio loudness measurements and store technical QC reports for broadcast media. Help operators identify missing measurements or audio levels that need review before transmission.
Maintain records of IP-based media configurations, technical requirements, and validation results. Help technical teams track configuration details and unresolved media-network issues.
Track advertising and program insertion markers in broadcast schedules. Help traffic and technical teams identify missing or incorrectly recorded insertion information.
Maintain network redundancy configuration records and monitoring evidence. Help technical teams track missing protection records and unresolved redundancy alerts.
Note:Informational context for broadcast transmission, media transport, and compliance workflows. Standards, licensing and legal obligations must be assessed for your operation; no certification is claimed.
Hardware add-ons / 08
Generic third-party devices, connected through a defined interface. Compatibility and any additional ingestion work are verified during scoping.
Protocol: SMPTE ST 2110-20/30, NMOS IS-04/05, 12G-SDI
Captures live contribution feeds from remote production trucks, satellite downlinks, and studio routers. Streams real-time digital video payloads directly into the Media Assets pipeline for instant format validation, audio track verification, and automated cataloging.
Uncompressed Baseband Feed → 25GbE IP Gateway → Media Assets → Automated Technical QC & Codec Ingest
Protocol: Network Ember+, OSC, Dual-Ethernet TCP/IP
Provides dedicated physical push-buttons and motorized faders for live channel playlist control, emergency backup switches, and manual break cutaways. Sends low-latency control packets directly into the Master Control engine to ensure rapid human-in-the-loop override capability.
Tactile Console Switches → Network Playout Driver → Master Control → Sub-Second Failover & Playout Execution
Protocol: AES/EBU Stream Listener, REST Telemetry, SNMP Traps
Hardware audio stream analyzer providing continuous true-peak and integrated loudness measurements (-23 LUFS / -24 LKFS). Feeds continuous telemetry streams directly into Broadcast Assurance to prevent dialnorm drift, flag clipping, and generate certified regulatory compliance audit records.
Live Transmission Audio → Real-Time Loudness Sensor → Broadcast Assurance → Regulatory Compliance Logging
Note:Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.
The full pressing / 09
Starting at $200/mo
Bookings. Rights. Media assets. Scheduling. Playout. Assurance. Settlement.
One connected platform, scoped to your channels.
USD subscription.
One-time onboarding is separate.
Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.
Onboarding / 10
A one-time setup for your broadcast channels, traffic workflows, media ingest, and playout pipelines. Fees are starting points; final scope depends on channel count, automation integration, security, and deployment requirements.
Starting at$1,000+one-time
Starting at$2,500+one-time
Everything in Essential, plus:
Starting at$5,000+one-time
Everything in Plus, plus:
Managed hosting, updates, and telemetry for your broadcast operations platform. Launch without provisioning dedicated playout hardware.
Run the platform inside your own VPC, private cloud, or broadcast facility data center for transmission-critical isolation. Subscription pricing remains identical.
Sleeve notes / 11
Subscription pricing starts at a flat monthly rate covering your core broadcast management suite, unlimited operator seats, and continuous model updates. It scales transparently based on active linear and digital playout channel counts, rather than per-user seat fees. All core operational workspaces—from commercial bookings and media QC to master control and automated billing settlement—are fully included without hidden add-on license charges. Dedicated onboarding is scoped once as a transparent setup fee to migrate your legacy logs and verify automation interfaces before go-live.
We operate a non-disruptive, dual-run deployment model. Your existing automation and traffic systems remain live and authoritative while Muzqeltriv AI runs in parallel during onboarding, ingesting duplicate logs and verifying as-run playout in real time. We execute end-to-end acceptance testing across all primary and backup transmission chains. Final cutover only occurs after your engineering and traffic leads sign off on parallel reconciliations, eliminating the risk of dead air or lost commercial insertions.
Most broadcast networks recover their investment within the first 60–90 days by eliminating the two largest sources of broadcast revenue leakage: unbilled makegoods and commercial clipping. By automating second-by-second as-run reconciliation against insertion orders, Muzqeltriv AI flags preemptions instantly and schedules automated makegood replacements before campaign windows expire. Furthermore, automated media QC and linear scheduling reduce prep labor by over 60%, enabling teams to launch additional digital channels without expanding headcount.
Every subscription includes enterprise broadcast SLAs with up to 99.99% availability guarantees and guaranteed sub-15-minute response times for transmission-critical alerts. Because television networks operate 24/7/365, you are supported by named broadcast systems engineers and 24/7 master control specialists—not an automated ticketing queue. We provide real-time telemetry monitoring, automated quarterly compliance updates, and dedicated emergency escalation paths directly to our core engineering team.
Yes. Muzqeltriv AI provides complete architectural portability. You can deploy as a fully managed Cloud SaaS environment or host within your own private VPC or air-gapped broadcast facility data center. If your network expands, acquires regional stations, or updates compliance policies, you can migrate between cloud and on-premises deployments at any time with zero change to your subscription rates or data schemas.
Yes. In our initial 45-minute consultation, we walk through your specific station workflows using your actual traffic logs, rate cards, and transmission formats. We can then provision a dedicated pilot workspace where your traffic managers and master control operators test live rundown adjustments, spot placements, and compliance reconciliation firsthand before finalizing contract terms.
