What Aispire does

Aispire is a private network intelligence software company headquartered in San Diego, California, formed in 2024 from the merger of Edge Intelligence (a distributed data analytics platform) and Adapdix (an edge ML / manufacturing analytics company). It sells an AI-powered Broadband Intelligence Layer to cable, fiber, and fixed wireless access (FWA) operators, with the explicit aim of correlating network telemetry with subscriber experience in real time. The platform combines application-layer traffic classification, ML-based anomaly and degradation detection, digital twin network simulation, fault domain isolation across Content/Network/In-home layers, and a conversational Scout AI Assistant that lets operators query the network in natural language. Supporting modules cover subscriber analytics, video analytics, peering optimization, and end-to-end performance across the operator network, with integrations into Plume and eero for the in-home layer.

The company monetizes primarily through enterprise SaaS subscriptions sold via direct field sales to Tier-2 and larger MSOs, supplemented by a channel partnership with the National Content & Technology Cooperative (NCTC), which provides access to 650+ independent operators. A second revenue stream runs through the EdgeOps smart-manufacturing platform (inherited from Adapdix) that delivers edge AI/ML analytics for industrial customers, plus an embedded/white-label offering that lets OEMs and partners rebrand the underlying Pipelines and AispireDB infrastructure. Pricing is not publicly disclosed and follows a quote-based B2B model.

The company is privately held and backed by investors associated with X2 | Equity (Executive Chairman Marc Sperschneider). Leadership includes CEO Cory Baldwin (prior exit of sensemetrics to Bentley Systems), CRO Lisa Schwab (ex-CableLabs, UpRamp), and CFO Renee Sass, alongside a board that includes former operators of companies acquired by F5, Netscape, and Sybase. Documented customer outcomes include an 87% MTTR reduction and 55% peering OpEx savings for a Tier-2 MSO, and up to 48% reduction in unplanned downtime at a Global Top 5 semiconductor manufacturer.

Name

Aispire

Legal name

Aispire, Inc.

Website

https://aispire.ai

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

11–50 employees

Short description

Aispire is a San Diego-based AI software company that sells a broadband network intelligence platform to cable, fiber, and FWA operators, correlating network telemetry with subscriber experience in real time via ML classification, anomaly detection, and digital twin modeling, with a secondary smart-manufacturing offering.

Ownership category

akta.pro rank

Product category

Network Intelligence and Observability Software

NAICS

Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

Keywords

• Broadband network intelligence
• Subscriber experience analytics
• Edge AI platform
• Smart manufacturing analytics
• Network observability software

Headquarters

HQ city

San Diego

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Platform Subscription: Subscription-based access to the Aispire Intelligence Platform providing network observability, analytics, and AI-powered insights. B2B model targeting broadband operators with enterprise-grade pricing.
2. Embedded/White-Label Licensing: Low-code platform for OEMs and partners to embed AI/ML powered insights under their own brand. Modular and embedded tools enabling best-in-class advanced analytical capabilities with brand ownership.
3. Smart Manufacturing Platform: EdgeOps™ analytics platform for manufacturing and industrial solutions with real-time data collection and in-stream AI/ML capabilities. Provides operational efficiency improvements and predictive insights.

Go-to-market motion4 records

Distribution channels4 records

Marketing channels5 records

Core offering

Aispire builds an AI-powered network intelligence platform that correlates broadband network telemetry with subscriber experience in real time, enabling cable, fiber, and FWA operators to isolate faults across Content, Network, and In-home layers. The company also offers EdgeOps, an edge analytics platform for smart manufacturing, and an embedded/white-label platform for partners to deploy Aispire's AI/ML capabilities under their own brand.

Product overview

Aispire offers a unified platform architecture centered on the Broadband Intelligence Layer — a real-time network intelligence system for cable, fiber, and FWA operators — supplemented by the EdgeOps™ smart manufacturing platform and an Embedded/White Label offering. The Broadband Intelligence Layer consists of six integrated modules: Subscriber Analytics, Video Analytics, Peering Optimization, Performance–Host, Performance–In-Home, and Performance–Operator Network. The Scout AI Assistant provides conversational access to all platform data. Additional products include Aispire Pipelines (low-code MLOps pipeline builder) and AispireDB (geo-distributed analytical database), which form the underlying infrastructure for both the manufacturing and embedded offerings.

Differentiator

Problem solved

Functional benefit

Brands

• Scout: AI-powered network assistant that allows operators to type questions about peering, traffic, or applications and receive instant analysis with ranked results and plain-language answers.
• Aispire Pipelines
• AispireDB
• EdgeOps

Products and services

• Broadband Intelligence Layer Real-time intelligence platform for cable, fiber, and FWA operators that correlates network telemetry with subscriber experience, enabling root cause isolation across Content, Network, and In-home layers.
• Scout AI Assistant

Quantifiable outcome

• 87% reduction in mean time to resolution (MTTR)
• +6 more outcomes

Named customers2 records

Segments3 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability7 records

Feature8 records

Partnerships

Four partnerships are on record, tiered core.

• National Content & Technology Cooperative (NCTC)coreChannel Partner/ Reseller/ Distributor · 10 February 2026Aispire joined NCTC as an Approved Partner in February 2026, gaining access to 650+ independent broadband, cable, and telecommunications operators serving one-third of connected households nationwide. NCTC curates proven solutions reducing operational friction for independent operators. Partnership validates Aispire's demonstrated success in real operator environments, addressing high-frequency operational needs with scalable technology.
• Edge Intelligence (merged with Adapdix to form Aispire)coreStrategic or Co-development Partner · 1 January 2024Strategic merger forming Aispire in 2024. Edge Intelligence contributed high-speed distributed data analytics platform with database technology and massive data volume handling. Combined with Adapdix's advanced edge analytics and ML expertise in manufacturing process optimization.
• Adapdix (merged with Edge Intelligence to form Aispire)coreStrategic or Co-development Partner · 1 January 2024Strategic merger forming Aispire in 2024. Adapdix contributed advanced edge analytics with expertise in manufacturing process optimization using machine learning algorithms for complex industrial insights. Combined with Edge Intelligence's distributed data platform.
• OpenVaultcoreStrategic or Co-development PartnerCollaborative partnership combining OpenVault's subscriber-and-tier usage data with Aispire's application-layer intelligence for the 1Q26 OVBI Report 'Upstream Unleashed'. OpenVault provides traffic volume and signal quality data; Aispire explains composition, application drivers, and subscriber segmentation. Partnership reveals what drives upstream growth beyond just volume measurements.

Scale indicators10 records

Recent moves7 records

Expansion highlights6 records

Broad incumbents

• Calix: Calix provides broadband access systems and the SmartTown/Broadband Platform with operational intelligence and subscriber analytics for Tier-2 and indie operators. As an established broadband vendor with deeper product breadth, it competes in adjacent parts of Aispire's operator market.
• Ericsson (Network Intelligence / Expert Analytics): Ericsson offers telecom-grade network management, analytics, and AI/ML platforms for service providers. As a large incumbent in network intelligence, it overlaps with Aispire's broadband and digital-twin capabilities as part of a broader portfolio.
• Juniper Networks (Mist AI): Juniper's Mist AI platform provides AI-driven network management, anomaly detection, and subscriber/user experience analytics. As a broader networking vendor, it competes in adjacent network intelligence categories used by operators and enterprises.

Direct peers

• OpenVault: OpenVault provides subscriber usage analytics, tier-based reporting, and signal quality measurement for broadband operators. Although it is also an Aispire partner (OVBI Report), it is a direct comparable in cable/broadband subscriber analytics and upstream/downstream intelligence.
• Cisco (ThousandEyes): Cisco's ThousandEyes platform delivers network observability and internet performance monitoring for service providers and enterprises. It directly competes with Aispire in broadband network intelligence, application-layer visibility, and subscriber experience correlation.
• Plume: Plume provides AI-driven in-home WiFi intelligence, subscriber experience, and CPE analytics for broadband operators. Already an Aispire integration partner, it is a direct comparable in subscriber experience correlation and in-home performance intelligence.
• Aryaka Networks: Aryaka provides managed SD-WAN and SASE with AI-powered network observability and application performance intelligence. It is comparable to Aispire in its consumption-centric approach to application traffic visibility and network intelligence.
• VIAVI Solutions: VIAVI provides network testing, monitoring, and assurance solutions for broadband and cable operators, including subscriber experience analytics. It competes with Aispire across cable operator and fiber operator segments.
• NETSCOUT Systems (nGeniusONE): NETSCOUT's nGeniusONE platform provides service assurance, network performance monitoring, and subscriber analytics for service providers. It directly competes with Aispire in broadband operator network intelligence and fault isolation.
• Nokia (Network Intelligence / AVA): Nokia's Network Intelligence platform and AVA analytics suite provide AI-driven network observability, anomaly detection, and subscriber analytics for broadband operators. It competes directly with Aispire's Broadband Intelligence Layer and digital twin capabilities.

Market position

Strengths1 record

Weaknesses1 record

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/aispireplatform

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Aispire