Vialab Ai
VIAlab develops an AI-powered investment research platform that generates patent-pending VIA3 scores to quantify sustainability as financial risk for institutional investors and financial advisors. The platform is currently in private beta with five institutional partners representing $143B+ in combined AUM.
- Company typePrivate
- Founded2022
- HeadquartersSan Francisco, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Vialab Ai does
VIAlab is a San Francisco-based fintech company that has built an AI-powered investment research platform designed to transform sustainability analysis from subjective, self-reported ESG scoring into a deterministic, quantifiable financial risk metric. The company's foundational product is the patent-pending VIA3 AI Score, which distills millions of extra-financial data points into 980+ distinct risk signals per security across six pillars. Janet, the company's deterministic AI analyst, ingests millions of pages of regulatory filings, court documents, and financial reports to power the platform, which is explicitly architected to detect greenwashing, identify activist targets, and surface hidden liabilities (such as Texas Two-Step bankruptcy maneuvers) that traditional ESG ratings miss.
The platform's product surface includes the VIA3 Compass (a research and portfolio construction tool with clustering-based screening for Activist Targets and Laggards), Research Notebooks (AI-bootstrapped collaborative research with 20+ relevant securities per goal), the Opportunity Engine (a 2D Nearness Graph for portfolio rebalancing), and Monte Carlo simulation with Historical Bootstrap for stress-testing under extreme market scenarios. VIAlab serves institutional investors, asset managers, and financial advisors / RIAs, with a current private beta network of five institutional partners representing $143B+ combined AUM, including Third Economy, ImpactARC, Parnassus, Fairlight, and Kap Analytics.
The company was co-founded in November 2022 by Bryan Hughes (CTO, ex-Nokia Chief Architect of IoT, founding member of NVIDIA Jetson AI Lab Research Group) and Chad Spitler (former BlackRock sustainability executive and Third Economy founder, who conceived the VIA3 methodology in 2019). Eva Zlotnicka, a 20+ year sustainable investment executive from ValueAct Capital, Morgan Stanley, and UBS, joined as CEO and Co-Founder in April 2026. VIAlab operates on a planned tiered subscription SaaS model with annual billing, targeting a full commercial launch in 2026, and is currently pre-revenue with 1-10 employees and no disclosed external funding rounds.
Vialab Ai firmographics
Firmographics- Name
- Vialab Ai
- Legal name
- VIAlab
- Website
- https://vialab.ai
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- VIAlab develops an AI-powered investment research platform that generates patent-pending VIA3 scores to quantify sustainability as financial risk for institutional investors and financial advisors. The platform is currently in private beta with five institutional partners representing $143B+ in combined AUM.
- Ownership category
- akta.pro rank
Vialab Ai industry classification
Industry- Product category
- ESG & Sustainability Analytics Software
- NAICS
- Portfolio Management and Investment Advice (523940), Portfolio Management and Investment Advice (52394), Other Financial Investment Activities (5239)
- SIC
- Investment Advice (6282)
- akta.pro primary industry
- Investor Education, Research & Portfolio Analytics Services (Retail) (FSAAAAAO)
- akta.pro secondary industries
- Quant Research & Systematic Strategies (FSACAGAF), Quant Equity Stat Arb (Market-Neutral, Pairs, Factor/Alpha Models) (FSAHAEAA)
Keywords
Where Vialab Ai is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Vialab Ai business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure
Revenue model
- Platform Subscription / Tiered Access: VIAlab plans to offer tiered access levels for investors and advisors at full commercial launch in 2026. The platform was originally estimated to cost $10,000 per security using a manual approach; generative AI has made the score scalable and cost-effective (pennies per score), enabling a tiered SaaS model.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Tiered access levels planned for 2026 commercial launch |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels4 records
Vialab Ai product offering
Product offeringCore offering
VIAlab sells an AI-native institutional investment research and portfolio construction platform built on its patent-pending VIA3 Financial Resilience Score. The platform ingests millions of pages of regulatory filings, court documents, and financial reports to generate 980+ risk signals per security, which Janet (a deterministic AI analyst) reasons over for screening, research, portfolio construction, Monte Carlo stress-testing, and stewardship workflows. Customers are institutional investors, asset managers, RIAs, and financial advisors seeking to quantify sustainability as investment risk rather than a subjective ESG grade.
Product overview
VIAlab is a fintech company offering a unified AI-native platform for institutional investors built around its patent-pending VIA3 AI Score™ and Janet AI analyst. The core offering consists of the VIA3 Score (a deterministic financial resilience metric processing 980+ risk signals per security), the VIA3 Compass (AI-native research and portfolio construction platform), and the VIAlab Investor and Research Platform that ties everything together. Supporting features include Research Notebooks (AI-powered security analysis), Compasses (vulnerability-based screening), Portfolios (institutional-grade analytics with Monte Carlo simulation), and Teams (collaboration tools). The company is currently in private beta with five institutional partners and plans a full commercial launch in 2026.
Differentiator
Problem solved
Functional benefit
Brands
- VIA3: Patent-pending AI-driven sustainability and financial resilience score that analyzes 980+ risk signals per security to quantify sustainability as investment risk
- VIA3 Compass
- Janet
Products and services
- VIA3 AI Score Patent-pending, deterministic AI-native Financial Resilience Score that distills millions of extra-financial data points into 980+ risk signals per security across six pillars, providing an objective math-based metric that quantifies sustainability as investment risk and exposes greenwashing and governance vulnerabilities.
- VIA3 Compass AI-native research and portfolio construction platform that evaluates thousands of governance and sustainability factors per security by analyzing the gap between corporate disclosures and operational reality, enabling investors to assess sustainability relative to financial return and optimize both factors simultaneously.
- VIAlab Investor and Research Platform Unified AI-native platform for institutional investing that integrates research, portfolio construction, and stewardship, enabling users to create compasses with Janet to select securities, build research notebooks, run forecast simulations, and benchmark portfolios against market indices and other notebooks/portfolios.
Quantifiable outcome
- 980+ distinct risk signals generated per security
- +2 more outcomes
Companies that use Vialab Ai
Customer profileSegments3 records
Ideal customer profiles3 records
Vialab Ai technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability7 records
Feature8 records
Vialab Ai partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered core.
- Third EconomycoreThird Economy is a respected ESG consultancy founded by Chad Spitler (VIAlab co-founder). Third Economy specializes in governance and sustainability advisory. The partnership integrates Third Economy's ESG consulting expertise with VIAlab's VIA3 AI scoring platform, serving institutional investors with validated sustainability research.
- ImpactARCcoreImpactARC is a sustainability-focused organization. Listed as an institutional partner on VIAlab's website alongside $143B+ combined AUM partners, suggesting a go-to-market or referral relationship for bringing VIAlab's analytics to ImpactARC's network of impact investors.
- ParnassuscoreParnassus is an investment management firm. Listed as an institutional partner with $143B+ combined AUM represented. Parnassus likely serves as a channel partner using VIAlab's platform to enhance sustainability analytics within its investment processes.
- FairlightcoreFairlight (Fairlight Advisors) is a financial advisory firm. Listed as an institutional partner with $143B+ combined AUM represented. The firm likely integrates VIA3 scoring into its advisory workflows for clients.
Scale indicators4 records
Recent moves7 records
Expansion highlights5 records
Vialab Ai competitors and assessment
Company assessmentBroad incumbents
- ISS ESG:
- MSCI ESG Research: MSCI ESG Research is the dominant institutional ESG ratings and analytics provider, offering ESG ratings, climate data, and sustainability metrics to global asset owners and asset managers. It is the primary incumbent VIAlab must displace in enterprise ESG analytics workflows.
- Bloomberg ESG Data: Bloomberg offers ESG data, scores, and analytics integrated into the Bloomberg Terminal, used by institutional investors for portfolio analytics. As an established data vendor with massive distribution, it represents a bundled incumbent threat to VIAlab's standalone platform.
- S&P Global ESG Scores: S&P Global ESG Scores (via Truvalue Labs acquisition) provides ESG analytics and corporate sustainability assessments integrated with the S&P Capital IQ platform. It is a broad incumbent offering AI-driven ESG analytics at scale with deep institutional distribution.
Direct peers
- Sustainalytics: Sustainalytics (a Morningstar company) provides ESG risk ratings and research used by institutional investors for portfolio construction and stewardship. It directly competes with VIAlab's VIA3 Score in providing risk-oriented sustainability analytics to asset managers and asset owners.
- RepRisk: RepRisk provides ESG and business conduct risk analytics using AI and NLP to scan news, regulatory filings, and other public sources for reputational and governance risks. It is directly comparable to VIAlab's forensic, public-record-based greenwashing and governance risk detection approach.
- Arabesque S-Ray: Arabesque S-Ray combines ESG data, quantitative techniques, and AI to deliver sustainability scores and portfolio analytics for institutional investors. It is a direct peer as an AI-enabled ESG analytics provider targeting institutional asset managers.
- Clarity AI: Clarity AI is an AI-driven sustainability analytics platform that provides ESG metrics, impact measurement, and portfolio analytics for institutional investors. It is a direct comparable as a tech-forward, AI-native ESG analytics provider targeting asset managers and owners.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
Vialab Ai social profiles
Digital presenceVialab Ai financial estimates
Financial estimateRevenue estimate
Valuation estimate
Vialab Ai leadership team
Management profileNumber of profiles
Profiles9 records
Vialab Ai funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Vialab Ai M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Vialab Ai
What does Vialab Ai do?
VIAlab sells an AI-native institutional investment research and portfolio construction platform built on its patent-pending VIA3 Financial Resilience Score. The platform ingests millions of pages of regulatory filings, court documents, and financial reports to generate 980+ risk signals per security, which Janet (a deterministic AI analyst) reasons over for screening, research, portfolio construction, Monte Carlo stress-testing, and stewardship workflows. Customers are institutional investors, asset managers, RIAs, and financial advisors seeking to quantify sustainability as investment risk rather than a subjective ESG grade.
Is Vialab Ai a public or private company?
Vialab Ai is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Vialab Ai founded?
Vialab Ai was founded in 2022. It employs 1 to 10 people.
Where is Vialab Ai based?
Vialab Ai is headquartered in San Francisco, United States, in the North America region.
How does Vialab Ai make money?
One revenue line is on record: platform Subscription / Tiered Access.
Who are Vialab Ai's main competitors?
Broad incumbents on record are ISS ESG, MSCI ESG Research, Bloomberg ESG Data and S&P Global ESG Scores. Direct peers are Sustainalytics, RepRisk, Arabesque S-Ray and Clarity AI.
Does Vialab Ai have an API?
No public API is recorded for Vialab Ai.
What industry is Vialab Ai in?
Vialab Ai's product category is ESG & Sustainability Analytics Software. Its primary akta.pro industry code is FSAAAAAO, Investor Education, Research & Portfolio Analytics Services (Retail), with a secondary code of FSACAGAF, Quant Research & Systematic Strategies. Its NAICS code is 523940 and its SIC code is 6282.