Evallos

Cover Block

Name	Evallos (operating as Evallos Labs)
Tagline	A capability-mirror platform for hiring, mobility, talent analysis, and AI agents, with tools for individuals. [evallos.com, retrieved 2024]
Headquarters	New York, NY, US
Founded	2025
Stage	Pre-Seed
Business Model	SaaS
Industry	HR / Future of Work
Technology	AI / Machine Learning
Growth Profile	Venture Scale
Founding Team	Solo Founder
Funding Label	Pre-seed
Total Disclosed Funding	No publicly disclosed funding rounds. [Prospeo, retrieved 2024]

Links

• Website: https://evallos.com/
• LinkedIn: https://www.linkedin.com/company/evalloslabs

What an Investor Needs First

Evallos is an early-stage platform applying AI to career and workforce development, positioning itself at the intersection of talent matching and skill development. Founded in 2025 by Cornell University alumnus Chris Lizardi, the company aims to provide ability benchmarks for hiring, mobility, and talent analysis [evallos.com, retrieved 2024]. Its current product surface offers tools for both organizations and individuals, including résumé scoring and remote opportunity matching [evallos.com, retrieved 2024].

The founding team is a solo effort, with Lizardi leading the company as CEO from its participation in the Cornell eLab 2026 cohort [Cornell eLab, retrieved 2024]. Public funding trackers state that Evallos Labs has never raised external funding [Prospeo, retrieved 2024]. Over the next 12-18 months, key indicators include the transition from concept to defined product wedge, initial capital raises, and the articulation of a path to monetization.

Data Accuracy: YELLOW -- Core company description and founder background are confirmed via primary sources; funding status is reported by a single third-party tracker.

Taxonomy Snapshot

Axis	Classification
Stage	Pre-Seed
Business Model	SaaS
Industry / Vertical	HR / Future of Work
Technology Type	AI / Machine Learning
Founding Team	Solo Founder
Funding	Pre-seed

Inside the Company

Evallos Labs is a pre-seed stage startup founded in 2025, operating from New York, NY. The company's public narrative positions it as a platform for "directing superintelligence at the economy’s most critical problems," with an initial focus on career and workforce development [evallos.com, retrieved 2024]. Its participation in the Cornell eLab 2026 cohort serves as the primary verifiable milestone [Cornell eLab, retrieved 2024].

Chris Lizardi, a Cornell University alumnus, is the founder and CEO [LinkedIn, retrieved 2024] [LinkedIn, retrieved 2026]. No other co-founders or executive team members are named on its primary website. According to third-party funding trackers, Evallos Labs has not publicly disclosed any external funding rounds [Prospeo, retrieved 2024].

Data Accuracy: YELLOW -- Key facts (founding year, location, founder, accelerator status) are corroborated by the company's own site and LinkedIn. The absence of funding is reported by a single analytics provider.

Under the Hood

Evallos describes its product as a capability-mirror platform designed to map and measure human or organizational abilities. The company's public website positions this as a tool for “directing superintelligence at the economy’s most critical problems,” with an initial application in career and workforce development [evallos.com, retrieved 2024].

The platform surfaces two distinct user interfaces. For organizations, it supports hiring, mobility, and talent analysis [evallos.com, retrieved 2024] [LinkedIn, retrieved 2026]. For individuals, it offers self-service tools including résumé scoring, interview preparation, learning modules, and a directory of remote opportunities [evallos.com, retrieved 2024]. The core differentiator appears to be the provision of “ability benchmarks,” a quantitative scoring system intended to assess skills or potential.

Public documentation remains high-level. The company’s participation in the Cornell eLab 2026 cohort suggests active product development, but no specific tech stack, deployment status, or product roadmap has been announced [Cornell eLab, retrieved 2024]. The absence of named customer case studies indicates the offering is likely in a pre-commercial or early beta phase.

Data Accuracy: YELLOW -- Product claims are sourced directly from the company's website and LinkedIn, but lack independent verification or detailed technical corroboration.

Market Research

Evallos's current product focus on career development and ability benchmarks places it in the workforce technology sector. The global talent management software market was valued at approximately $7.8 billion in 2023 and is projected to grow at a compound annual rate of 8.6% through 2030 [Grand View Research, 2024].

Key demand drivers include the shift to hybrid and remote work and a persistent skills gap pushing employers to invest in internal mobility and upskilling. Evallos faces substitution from integrated suites offered by large HRIS providers (e.g., Workday, SAP SuccessFactors) as well as point solutions for skills inference (e.g., Eightfold AI, Gloat) and pre-employment assessment (e.g., HackerRank, Codility). The regulatory landscape, including local laws regarding algorithmic bias in hiring, presents a material force for AI-driven employment tools.

Metric	Value
Talent Management Software (2023)	7.8 $B
Projected Growth (CAGR to 2030)	8.6 %

Data Accuracy: YELLOW -- Market sizing is drawn from an analogous, third-party report for a broader category; specific TAM/SAM for Evallos's niche is not publicly available.

Competition and Substitutes

Evallos enters a crowded market for talent and career technology with an unproven proposition centered on AI and ability benchmarks. For enterprise hiring and talent analytics, incumbents include Workday, SAP SuccessFactors, Eightfold AI, Phenom, Greenhouse, and Lever. In the adjacent space of individual career development, challengers like Teal, Careerflow, and Rezi offer freemium SaaS models.

The company's affiliation with the Cornell eLab accelerator provides access to academic talent and a testing ground for early concepts [Cornell eLab, retrieved 2024]. However, without public detail on the methodology or validation of its "ability benchmarks," it is impossible to gauge their technical defensibility against psychometric and skills inference engines already deployed by larger rivals. The company's solo founder structure and absence of disclosed funding limit its capacity to compete on talent acquisition or sustained R&D against venture-backed competitors [Prospeo, retrieved 2024].

Data Accuracy: YELLOW -- Competitive mapping is inferred from market structure; specific claims about Evallos's position are based on its public materials.

Opportunity

If Evallos successfully translates its early-stage concept into a deployed platform, the prize is a central position in the emerging market for AI-driven, skills-based workforce management. The company's stated mission of "directing superintelligence at the economy’s most critical problems" positions it at the intersection of skills-based hiring and AI-driven potential analysis [evallos.com, retrieved 2024].

Scenario	What happens	Catalyst	Why it's plausible
Academic-to-Corporate Pipeline	Evallos becomes the dominant skills-assessment platform for graduates of its home institution, Cornell University, and then expands to a broader network of universities.	A formal partnership with Cornell's career services department, using Evallos to benchmark and place students.	The company is already affiliated with Cornell through the eLab 2026 cohort [Cornell eLab, retrieved 2024].
Enterprise Land-and-Expand	The platform is adopted by a handful of mid-size tech companies for technical hiring, then expands within those organizations to power internal mobility and upskilling.	Securing a pilot with a known tech employer, using Evallos to evaluate candidates for a specific, high-volume role like software engineer.	The company's LinkedIn page explicitly states it helps recruiters evaluate job candidates [LinkedIn, retrieved 2026].
AI Agent Training Data	Evallos's proprietary dataset of ability benchmarks becomes a sought-after resource for companies training AI agents to perform human-like tasks or evaluate human output.	The company launches an API allowing AI developers to query its benchmark database to calibrate agent performance.	The company's framing around "superintelligence" and a platform for "AI agents" suggests this is a considered direction [evallos.com, retrieved 2024].

Data Accuracy: YELLOW -- The opportunity analysis is based on the company's stated positioning and market trends, but lacks corroborating evidence from customer deployments or financial metrics.

Sources

1. [evallos.com, retrieved 2024] Evallos, Hiring, mobility, and career platform | https://evallos.com/
2. [LinkedIn, retrieved 2024] Chris Lizardi - Founder/leader at Evallos Labs | https://www.linkedin.com/in/chris-lizardi
3. [LinkedIn, retrieved 2026] Chris Lizardi - Evallos | LinkedIn | https://www.linkedin.com/in/c-liz/
4. [Prospeo, retrieved 2024] Evallos Labs has never raised funding before. | https://prospeo.io/c/evallos-labs-revenue
5. [Cornell eLab, retrieved 2024] Companies - 2026 - Cornell eLab | https://www.elabstartup.com/2026-companies/
6. [Grand View Research, 2024] Talent Management Software Market Size Report | https://www.grandviewresearch.com/industry-analysis/talent-management-software-market