Broadcast News
09/09/2026
Harmonic Launches cOS SensAI Intelligence Fabric
Harmonic (NASDAQ: HLIT) has introduced cOS SensAI, a software-driven “intelligence fabric” designed to pull together heterogeneous data from across a broadband provider’s estate — spanning networks, tools and in-home devices — into one coherent information model.
By turning complex telemetry into actionable, explainable insights, the company says SensAI enables operators to act proactively, enhance subscriber experience, raise Net Promoter Scores and strengthen loyalty.
“The next chapter of broadband service success will be defined by operational intelligence that continuously elevates the subscriber experience while reducing operational cost. Instead of reactively swiveling between dashboards, operators can now leverage their data to gain actionable insights and anticipate what’s next,” said Nimrod Ben-Natan, President and CEO of Harmonic. “Born out of collaboration with leading broadband service providers, cOS SensAI marks a new era of proactive, intelligence-driven operations that gives operators of any size the intelligence they need to run smarter, respond faster and deliver better customer experiences.”
Early adopters report benefits in live deployments. “Correlating an operational insight usually means pulling data from a dozen different systems spread across our network, tools, applications as well as the customers’ in-home devices, which can be a tedious, time-consuming process,” said Pragash Pillai, Chief Technology Officer at Hotwire Communications. “We are encouraged by the results we are seeing from Harmonic’s SensAI. The intelligence fabric ingests the data and gives us clear, traceable reasoning behind every diagnosis. That transparency has been instrumental in letting our NOC and engineering teams resolve issues at lightning speed. Best of all, we’re able to integrate with existing systems to provide a comprehensive view.”
“At GCI, we connect communities across Alaska, serving some of the most remote and challenging geographies in the country. This means every truck roll and every hour spent resolving an issue has a lasting effect on our business,” said Troy Goldie, Chief Technology Officer at GCI. “SensAI is designed to guide technicians to not just where the problem is, but how to resolve it, helping us reduce time to task. Equally important, we expect SensAI to help lower our repeat ticket percentage, which is a systematic validation of the overall health of our network. Partnering with Harmonic, we’re confident we can operate with greater efficiency while delivering a differentiated experience to the customers we serve.”
Analysys Mason sizes the total addressable market for SensAI at about $2.2 billion annually among target tier-2 and smaller broadband providers. “To realize the full value of AI for improving network reliability and subscriber experience, broadband providers need the right foundational platform,” said Joseph Attwood, Senior Analyst at Analysys Mason. “As a cohesive intelligence fabric, SensAI enables broadband providers to ingest data from diverse sources, replace fragmented tools and achieve the end-to-end visibility needed to correlate data signals from across different devices and systems.”
At its core, SensAI maintains a continuously refreshed, real-time representation of an operator’s operational ecosystem — the devices, relationships and workflows that underpin service delivery — enriched by data from thousands of sources. The platform correlates signals across systems, explains the reasoning behind every diagnosis and progressively automates the tasks teams perform most often.
Harmonic says SensAI can streamline triage and bridge skills gaps so engineers spend less time firefighting and more time improving the network; bolster loyalty by acting on clear, explainable predictions — often before customers notice issues; and reduce costs by translating per-subscriber insight into fewer truck rolls and less rework.
Further details are available at www.harmonicinc.com/cos-sensai. Harmonic will demonstrate SensAI at Connected Britain (9–10 September, stand J25) and at SCTE TechExpo in Atlanta (29 September–1 October, stand A153).
www.harmonicinc.com
By turning complex telemetry into actionable, explainable insights, the company says SensAI enables operators to act proactively, enhance subscriber experience, raise Net Promoter Scores and strengthen loyalty.
“The next chapter of broadband service success will be defined by operational intelligence that continuously elevates the subscriber experience while reducing operational cost. Instead of reactively swiveling between dashboards, operators can now leverage their data to gain actionable insights and anticipate what’s next,” said Nimrod Ben-Natan, President and CEO of Harmonic. “Born out of collaboration with leading broadband service providers, cOS SensAI marks a new era of proactive, intelligence-driven operations that gives operators of any size the intelligence they need to run smarter, respond faster and deliver better customer experiences.”
Early adopters report benefits in live deployments. “Correlating an operational insight usually means pulling data from a dozen different systems spread across our network, tools, applications as well as the customers’ in-home devices, which can be a tedious, time-consuming process,” said Pragash Pillai, Chief Technology Officer at Hotwire Communications. “We are encouraged by the results we are seeing from Harmonic’s SensAI. The intelligence fabric ingests the data and gives us clear, traceable reasoning behind every diagnosis. That transparency has been instrumental in letting our NOC and engineering teams resolve issues at lightning speed. Best of all, we’re able to integrate with existing systems to provide a comprehensive view.”
“At GCI, we connect communities across Alaska, serving some of the most remote and challenging geographies in the country. This means every truck roll and every hour spent resolving an issue has a lasting effect on our business,” said Troy Goldie, Chief Technology Officer at GCI. “SensAI is designed to guide technicians to not just where the problem is, but how to resolve it, helping us reduce time to task. Equally important, we expect SensAI to help lower our repeat ticket percentage, which is a systematic validation of the overall health of our network. Partnering with Harmonic, we’re confident we can operate with greater efficiency while delivering a differentiated experience to the customers we serve.”
Analysys Mason sizes the total addressable market for SensAI at about $2.2 billion annually among target tier-2 and smaller broadband providers. “To realize the full value of AI for improving network reliability and subscriber experience, broadband providers need the right foundational platform,” said Joseph Attwood, Senior Analyst at Analysys Mason. “As a cohesive intelligence fabric, SensAI enables broadband providers to ingest data from diverse sources, replace fragmented tools and achieve the end-to-end visibility needed to correlate data signals from across different devices and systems.”
At its core, SensAI maintains a continuously refreshed, real-time representation of an operator’s operational ecosystem — the devices, relationships and workflows that underpin service delivery — enriched by data from thousands of sources. The platform correlates signals across systems, explains the reasoning behind every diagnosis and progressively automates the tasks teams perform most often.
Harmonic says SensAI can streamline triage and bridge skills gaps so engineers spend less time firefighting and more time improving the network; bolster loyalty by acting on clear, explainable predictions — often before customers notice issues; and reduce costs by translating per-subscriber insight into fewer truck rolls and less rework.
Further details are available at www.harmonicinc.com/cos-sensai. Harmonic will demonstrate SensAI at Connected Britain (9–10 September, stand J25) and at SCTE TechExpo in Atlanta (29 September–1 October, stand A153).
www.harmonicinc.com
Top Broadcast News Stories
09/09/2026
Ease Live Supports 76.5m Fan Sessions
Interactive streaming specialist Ease Live supported more than 76.5 million fan sessions across three major European media operators during this summe
Ease Live Supports 76.5m Fan Sessions
Interactive streaming specialist Ease Live supported more than 76.5 million fan sessions across three major European media operators during this summe
09/09/2026
DHD To Celebrate 30 Years Of Audio Innovation
Celebrating the 30th anniversary of its foundation, DHD will promote the latest additions to its wide range of audio production consoles, signal proce
DHD To Celebrate 30 Years Of Audio Innovation
Celebrating the 30th anniversary of its foundation, DHD will promote the latest additions to its wide range of audio production consoles, signal proce
09/09/2026
Gravity Media And Partners To Unveil Live Immersive Production Platform
Gravity Media is partnering with Focal Point VR, Ateme, Bluebell Opticom and Blackmagic Design to present a production-grade live immersive media plat
Gravity Media And Partners To Unveil Live Immersive Production Platform
Gravity Media is partnering with Focal Point VR, Ateme, Bluebell Opticom and Blackmagic Design to present a production-grade live immersive media plat
09/09/2026
swXtch.io To Debut AI-Based Broadcast Engineer abbe
swXtch.io is set to unveil abbe, an AI-based broadcast engineer designed to simplify the infrastructure and networking required to deploy live media w
swXtch.io To Debut AI-Based Broadcast Engineer abbe
swXtch.io is set to unveil abbe, an AI-based broadcast engineer designed to simplify the infrastructure and networking required to deploy live media w
09/09/2026
ENCO To Showcase Multilingual Captioning And Translation Technology
ENCO is set to unveil new multilingual capabilities for its enCaption live captioning platform at IBC2026, including automatic language detection and
ENCO To Showcase Multilingual Captioning And Translation Technology
ENCO is set to unveil new multilingual capabilities for its enCaption live captioning platform at IBC2026, including automatic language detection and
09/09/2026
Imagine Communications Showcases The Next Evolution of XVR
At IBC2026 (Sept. 11-14, RAI Amsterdam, Stand #1.B73), Imagine Communications is demonstrating the latest advances to its XVR™ high-density media serv
Imagine Communications Showcases The Next Evolution of XVR
At IBC2026 (Sept. 11-14, RAI Amsterdam, Stand #1.B73), Imagine Communications is demonstrating the latest advances to its XVR™ high-density media serv
09/09/2026
Riedel Communications Launches New OnAir Headset Platform
Riedel Communications has launched a new range of professional intercom headsets designed for broadcast, live entertainment, sports and other live pro
Riedel Communications Launches New OnAir Headset Platform
Riedel Communications has launched a new range of professional intercom headsets designed for broadcast, live entertainment, sports and other live pro
09/09/2026
BCE Selects Alpha Networks' Gecko Platform
BCE has selected Alpha Networks' Gecko OTT platform as a technology component for integration into its end-to-end media services, with the platform no
BCE Selects Alpha Networks' Gecko Platform
BCE has selected Alpha Networks' Gecko OTT platform as a technology component for integration into its end-to-end media services, with the platform no
09/09/2026
Zero Density Unveils New Leadership Team
Co-founder Kuban Altan becomes CEO alongside Mustafa S. Ünsal (CSO), Savaş Murat Alkım (CTO) and Şebnem On (COO) as the company targets
Zero Density Unveils New Leadership Team
Co-founder Kuban Altan becomes CEO alongside Mustafa S. Ünsal (CSO), Savaş Murat Alkım (CTO) and Şebnem On (COO) as the company targets
09/09/2026
Harmonic Launches cOS SensAI Intelligence Fabric
Harmonic (NASDAQ: HLIT) has introduced cOS SensAI, a software-driven “intelligence fabric” designed to pull together heterogeneous data from across a
Harmonic Launches cOS SensAI Intelligence Fabric
Harmonic (NASDAQ: HLIT) has introduced cOS SensAI, a software-driven “intelligence fabric” designed to pull together heterogeneous data from across a















