EagleSight.ai

Cover Block

Name	EagleSight.ai
Tagline	AI-powered vision for real-time surveillance, detecting threats and revenue leaks in high-capacity venues.
Headquarters	Las Vegas, US
Founded	2024
Stage	Seed
Business Model	SaaS
Industry	Security
Technology	AI / Machine Learning
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	Seed

Links

• Website: https://eaglesight.ai/
• LinkedIn: https://www.linkedin.com/company/eaglesight-ai

The Short Version

EagleSight.ai applies on-premise AI vision to the high-stakes, high-capacity surveillance problems of casinos and large venues. The company, founded in 2024, transforms existing CCTV infrastructure into proactive intelligence layers, with products like PitAssist for casino table game analytics and Project Intercept for general venue security [EagleSight.ai, retrieved 2024]. The founding story pairs Trevor Outman, who built and sold Shipware, a shipping consultancy and invoice auditing firm, with Gagan Kapoor, a technical leader with AI/ML and climate tech experience [The New York Times, 2020][Gagan Kapoor - EagleSight.ai | LinkedIn, retrieved 2026]. Their initial focus on casinos is guided by advisors inducted into the Gaming Hall of Fame, including former senior executives from Wynn Resorts and MGM [AGA Announces Gaming Hall of Fame Class of 2024 - American Gaming Association, retrieved 2026]. The company's business model is SaaS, targeting enterprise contracts in a sector historically willing to pay for security and loss prevention. Over the next 12-18 months, the key watchpoints will be the announcement of initial casino deployments to validate product-market fit and the clarification of its capital structure.

Data Accuracy: YELLOW -- Core product claims and founder backgrounds are sourced from the company and reputable outlets, but funding and customer traction lack independent corroboration.

Taxonomy Snapshot

Axis	Value
Stage	Seed
Business Model	SaaS
Industry / Vertical	Security
Technology Type	AI / Machine Learning
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding	Seed

The Company in Brief

EagleSight.ai is a Las Vegas-based startup founded in 2024, entering the market with a focus on applying computer vision to the specific, high-stakes environment of casino surveillance [EagleSight.ai, retrieved 2024]. The founding team pairs a CEO with a background in building a logistics consultancy with a technical co-founder experienced in AI and machine learning.

The company's public milestones to date are product-centric, defined by the launch of its two core software offerings. The first, EagleSight PitAssist, targets the operational and revenue integrity of casino table games [EagleSight.ai, retrieved 2024]. The second, EagleSight Project Intercept, is positioned as a broader venue security layer that transforms existing camera feeds into a source of real-time alerts [EagleSight.ai, retrieved 2024]. A key strategic milestone is the assembly of an advisory board that includes inductees to the Gaming Hall of Fame, specifically former senior executives from MGM and Wynn Resorts [EagleSight.ai, retrieved 2024].

Headcount is estimated between 11 and 50 employees, based on the company's LinkedIn profile [LinkedIn, retrieved 2024]. Recruitment appears to be conducted in partnership with the applied AI firm AltaML, which has posted several engineering and product roles specifically for EagleSight.ai [Perplexity Sonar Pro Brief, retrieved 2024]. The company lists offices in Las Vegas, Nevada, and San Diego, California [EagleSight.ai, retrieved 2024].

Data Accuracy: YELLOW -- Company website and LinkedIn provide foundational details, but key corporate history and financials are not publicly filed or reported in third-party media.

What They Have Built

The company's product suite is built on a clear, two-pronged strategy: one product secures the casino floor, and another secures the venue itself. Both are designed to layer intelligence over existing surveillance infrastructure. EagleSight.ai emphasizes on-premise AI and data sovereignty as a core differentiator, a technical choice that directly addresses the security and compliance concerns of its target clients in gaming and high-capacity venues [EagleSight.ai, retrieved 2024].

• EagleSight PitAssist. This product focuses on casino table game analytics, automating tasks traditionally handled by surveillance personnel. It provides automated player ratings, monitors for dealer errors, and analyzes side bet revenue participation, aiming to protect game integrity and identify revenue leakage [Perplexity Sonar Pro Brief, retrieved 2024].
• EagleSight Project Intercept (PI). This is the broader security application, designed to transform passive surveillance cameras into proactive monitoring agents. The system analyzes video feeds in real-time to detect "harmful or unwanted activity" and sends alerts to staff [Perplexity Sonar Pro Brief, retrieved 2024]. The company claims it can monitor every camera simultaneously across large venues like casinos, stadiums, and airports [EagleSight.ai, retrieved 2024].

From a technical standpoint, the product is described as leveraging advanced machine learning, AI, and computer vision [Perplexity Sonar Pro Brief, retrieved 2024]. It integrates directly with existing Video Management Systems (VMS) and RTSP streams, avoiding the need for a full hardware rip-and-replace [EagleSight.ai, retrieved 2024]. The company's active recruitment for front-end and computer vision engineering roles, conducted through its partner AltaML, suggests a stack built on modern web frameworks and deep learning libraries [Front End Software Engineer at AltaML, retrieved 2026][CV Engineer (EagleSight.ai) - AltaML | Built In, retrieved 2026].

Data Accuracy: YELLOW -- Product features and technical claims are sourced from the company's own marketing materials and a third-party brief. The on-premise deployment model and integration capabilities are explicitly stated.

Market Size and Demand

The market for AI-powered surveillance is being reshaped by a simultaneous push for operational efficiency and heightened security demands, particularly in heavily regulated, high-stakes environments like casinos. While EagleSight.ai operates in a niche with limited public third-party sizing, its target segments are adjacent to larger, well-defined markets for physical security and gaming technology.

Metric	Value
Physical security software market (2022)	$66,700M
Physical security software market (2032 projection)	$154,300M
Global casino management systems market (2022)	$7,500M
Global casino management systems market (2030 projection)	$12,000M

Demand is driven by several converging factors. Casinos and large venues face persistent pressure to protect revenue from theft, fraud, and operational errors while also meeting stringent regulatory compliance requirements. Manual surveillance monitoring is costly, prone to fatigue, and unable to scale across thousands of camera feeds. The company's emphasis on on-premise AI and data sovereignty directly addresses a critical concern in these industries: the reluctance to send sensitive video footage to the cloud [EagleSight.ai, retrieved 2024].

Data Accuracy: YELLOW -- Market sizing is drawn from analogous, broader industry reports. Specific TAM for the AI-casino surveillance niche is not publicly confirmed.

Who Else Is Fighting for This

EagleSight.ai enters a market where the primary competitive dynamic is not just feature-for-feature substitution, but a choice between specialized, high-stakes AI and broader, more generalized surveillance platforms.

Company	Positioning	Stage / Funding	Notable Differentiator
EagleSight.ai	AI-powered real-time surveillance for high-capacity venues. On-premise focus.	Seed stage (2024).	Vertical-specific analytics and advisory board with casino operations veterans.
Oosto	Vision AI platform for security, safety, and operational insights.	Venture-backed. Raised over $100M as of 2022.	Strong focus on face recognition and people tracking, with established deployments.

Where EagleSight.ai carves out a defensible edge today is in its specific wedge into casino table game operations and its advisory bench. The PitAssist product addresses pain points that generic security platforms do not. This vertical specificity is reinforced by an advisory board that includes Gaming Hall of Fame inductees with senior operational experience at MGM and Wynn Resorts [American Gaming Association, retrieved 2026]. The emphasis on on-premise deployment is also a calculated differentiator for an industry notoriously sensitive about data control.

Data Accuracy: YELLOW -- Competitor Oosto is confirmed via public sources; EagleSight.ai's positioning is from its website. Funding and scale comparisons for Oosto are from prior reporting, while EagleSight.ai's lack of public traction is noted.

Opportunity

The potential outcome for EagleSight.ai is a dominant position in the high-stakes, high-margin niche of AI-powered surveillance for casinos and other high-capacity venues, where the cost of a security failure or revenue leak is measured in millions.

The headline opportunity is to become the de facto operating system for casino surveillance and table-game analytics. This outcome is reachable because the company's initial wedge, PitAssist, targets a specific, high-value pain point, protecting table game revenue, within an industry known for its willingness to invest in security technology [EagleSight.ai]. The presence of advisors who are Gaming Hall of Fame inductees and former senior executives from MGM and Wynn Resorts lends credibility to the company's understanding of this specific operational domain [American Gaming Association, 2026].

Data Accuracy: YELLOW -- The opportunity analysis is based on the company's stated product positioning and target markets, which are well-documented. Specific customer traction or market share data to confirm the plausibility of the scenarios is not publicly available.

Sources

1. [EagleSight.ai, retrieved 2024] Autonomous Vision AI for Venue Surveillance | https://eaglesight.ai/
2. [Perplexity Sonar Pro Brief, retrieved 2024] Perplexity Sonar Pro Brief
3. [The New York Times, 2020] Amazon to Suspend Delivery Service Competing With UPS, FedEx | https://www.nytimes.com/reuters/2020/04/08/business/08reuters-amazon-com-delivery.html
4. [Gagan Kapoor - EagleSight.ai | LinkedIn, retrieved 2026] Gagan Kapoor - EagleSight.ai | LinkedIn | https://www.linkedin.com/in/gagankapoor/
5. [AGA Announces Gaming Hall of Fame Class of 2024 - American Gaming Association, retrieved 2026] AGA Announces Gaming Hall of Fame Class of 2024 | https://www.americangaming.org/news/aga-announces-gaming-hall-of-fame-class-of-2024/
6. [LinkedIn, retrieved 2024] EagleSight.ai LinkedIn Page | https://www.linkedin.com/company/eaglesight-ai
7. [Front End Software Engineer at AltaML, retrieved 2026] Front End Software Engineer at AltaML | https://www.remoterocketship.com/company/altaml/jobs/front-end-software-engineer-canada
8. [CV Engineer (EagleSight.ai) - AltaML | Built In, retrieved 2026] CV Engineer (EagleSight.ai) - AltaML | Built In | https://builtin.com/job/cv-engineer-eaglesightai/3653644
9. [American Gaming Association, retrieved 2026] American Gaming Association | https://www.americangaming.org/
10. [Oosto] Oosto
11. [Reuters, 2022] Reuters, 2022
12. [Allied Market Research, 2023] Allied Market Research, 2023
13. [Grand View Research, 2023] Grand View Research, 2023