SolasAI
SolasAI provides AI fairness and bias-detection software (Beacon and Illumination) that tests, explains, and monitors machine learning models for regulatory compliance in banking, insurance, fintech, healthcare, and employment.
- Company typePrivate
- Founded2021
- HeadquartersPhiladelphia, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What SolasAI does
SolasAI is a Philadelphia-based, privately-held software company (founded 2021; 1-10 employees) that builds algorithmic fairness software for organizations deploying AI and machine learning models in regulated industries. The platform, delivered as Python libraries and Docker images deployable on-premise, in customer cloud environments, or as a shared service, combines statistical fairness testing, explainable AI, and automated generation of less discriminatory alternative (LDA) models without directly using protected-class data. Its core portfolio consists of SolasAI Beacon (pre-deployment fairness testing and remediation, launched earlier) and SolasAI Illumination (post-deployment monitoring and auditing using a human-controlled agentic AI orchestrator, launched March 2026), supplemented by a free open-source Disparity & Bias Testing library (solas-disparity) on GitHub. The company is SOC 2 Type 2 certified.
SolasAI firmographics
Firmographics- Name
- SolasAI
- Legal name
- SolasAI Inc.
- Website
- https://solas.ai
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- SolasAI provides AI fairness and bias-detection software (Beacon and Illumination) that tests, explains, and monitors machine learning models for regulatory compliance in banking, insurance, fintech, healthcare, and employment.
- Ownership category
- akta.pro rank
SolasAI industry classification
Industry- Product category
- AI Fairness & Model Risk Management Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Bias, Fairness & Non-Discrimination Testing (HDAAAMAC)
- akta.pro secondary industries
- Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE), Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)
Keywords
Where SolasAI is headquartered
LocationHeadquarters
- HQ city
- Philadelphia
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
SolasAI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- Software Subscriptions (Team & Enterprise): SolasAI is offered as Team or Enterprise subscriptions. A Base Subscription covers the compliance team, all startup activities, and ongoing support. Additional subscriptions are available for rolling out to a wider group of modelers. Pricing is quote-based, requiring contact with sales. The platform can run on-premise, in customer cloud environments, or as a shared service, providing deployment flexibility for enterprise buyers.
- Professional Services (Expert Partners): SolasAI partners with experts to provide services including bespoke report writing for specific external stakeholders, expert consultant review and validation, expert partners performing testing and LDA alternatives analysis, and data/model governance and management consulting. These are one-time charges or can be built into subscription pricing.
- Free Disparity Testing Library: SolasAI offers the Disparity & Bias Testing Library for free on GitHub. This free version provides basic disparity testing capabilities. The full paid version is required for explainable AI and less discriminatory alternatives (LDA) modules to uncover and mitigate underlying causes of disparate impact or bias.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Base Subscription (Team) |
| Subscription | Multi-year contract | Enterprise Subscription |
| Freemium | Pay-as-you-go | Free Disparity Testing Library (GitHub) |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels6 records
SolasAI product offering
Product offeringCore offering
SolasAI develops and sells an algorithmic fairness AI software platform that detects and mitigates bias and discrimination in enterprise AI/ML models. The platform combines SolasAI Beacon (pre-deployment fairness testing and Less Discriminatory Alternative model generation) and SolasAI Illumination (post-deployment monitoring for drift and emerging fairness risks), delivered as Python libraries deployable on-premise, in customer cloud, or as a shared service for regulated industries.
Product overview
SolasAI is an algorithmic fairness AI software company offering a dual-product platform for enterprise AI model risk management. The portfolio consists of SolasAI Beacon (pre-deployment fairness testing and bias mitigation) and SolasAI Illumination (post-deployment monitoring and auditing). Together, these products address the full lifecycle of AI model risk management for organizations in banking, insurance, fintech, healthcare, and employment sectors. The company also offers a free Disparity & Bias Testing Library and professional services including expert consulting reviews, bespoke compliance reports, and data/model governance advisory.
Differentiator
Problem solved
Functional benefit
Brands
- SolasAI Beacon: Testing platform that finds disparities in AI systems, explains how disparities can cause harm, and provides practical solutions to eliminate those disparities.
- SolasAI Illumination
Products and services
- SolasAI Beacon Pre-deployment AI fairness testing software that identifies disparities in AI systems before they reach production. Finds fault lines in models, explains how disparities can cause harm, and provides practical solutions to eliminate disparities through a 4-step process: expose and quantify disparity, explain what drives disparities, generate viable quality alternatives, and provide documentation to justify decisions.
- SolasAI Illumination Post-deployment model monitoring and auditing platform that proactively scans for drift, quality erosion, and emerging fairness risks in AI models. Combines statistical model monitoring with a human-controlled agentic AI orchestrator, helping enterprises optimize models at scale while maintaining regulatory compliance.
- Disparity & Bias Testing Library (solas-disparity) Free Python library providing disparity testing capabilities across protected groups using conventional metrics like adverse impact ratio and standardized mean difference. The full paid version (SolasAI Beacon) is required for explainable AI and Less Discriminatory Alternatives modules.
- Expert Partner Professional Services Services delivered through expert consulting partners including bespoke report writing for specific external stakeholders (auditors, regulatory authorities, partner banks), expert consultant review and validation, expert partners performing testing and LDA alternatives analysis, and data/model governance and management consulting. These are one-time charges or can be built into subscription pricing.
Quantifiable outcome
- Top 10 US Consumer Lender reduced time for fair lending assessments and DI mitigation search by 60%
- +4 more outcomes
Companies that use SolasAI
Customer profileNamed customers8 records
Segments5 records
Ideal customer profiles5 records
SolasAI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability6 records
Feature7 records
SolasAI partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- CapcocoreSolasAI partnered with Capco, a global technology and management consultancy specializing in financial services, to offer a combined solution for AI fairness and compliance in lending. The partnership accelerates time to compliance for unbiased, production-grade AI models regardless of scale. Joint go-to-market activities include webinars (e.g., 'AI in Lending: Competitive Advantage & Regulatory Compliance'), co-authored articles on compliance as competitive advantage, and joint sales engagement. Capco provides implementation and consulting services while SolasAI provides the algorithmic fairness software platform.
- Expert Consulting PartnerscoreSolasAI partners with expert consultants to provide services including bespoke report writing for specific external stakeholders (partner banks, auditors, regulatory authorities), expert consultant review and validation, testing and LDA alternatives analysis performed by expert partners, and data/model governance and management consulting. These partners complement the software platform with professional services for customers that request expert-led engagement.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
SolasAI competitors and assessment
Company assessmentDirect peers
- Credo AI: Credo AI is a direct competitor offering an AI governance, risk, and compliance platform focused on responsible AI use, including bias/fairness testing, regulatory readiness, and audit-ready documentation for enterprises. Highly comparable in product scope and target buyer (Chief Risk/Compliance Officers in regulated industries).
- TruEra: TruEra provides AI quality and observability tooling that diagnoses and monitors model performance, bias, and drift — a direct functional analog to SolasAI's Beacon + Illumination combination. Targets data science and compliance teams in financial services and adjacent regulated industries.
- Fiddler AI: Fiddler AI offers an ML model monitoring and explainable AI platform with explicit fairness and bias-detection capabilities. It targets regulated industries and overlaps directly with SolasAI's anomaly/drift detection and explainability features in Illumination.
- Arthur AI: Arthur AI provides AI observability and model monitoring with bias/fairness tracking as a core capability. Strong functional overlap with SolasAI Illumination for post-deployment monitoring and quality-drift detection in enterprise AI stacks.
- Holistic AI: Holistic AI is an AI governance, risk, and compliance vendor with bias auditing and EU AI Act readiness tooling. Directly comparable given SolasAI's stated focus on regulatory readiness (ECOA, NAIC, NYC LL 144).
- Monitaur: Monitaur is an AI governance platform providing model monitoring, bias auditing, and compliance documentation. Direct overlap with SolasAI's pre-deployment testing and post-deployment audit reporting workflows.
- ModelOp: ModelOp is enterprise AI governance software that operationalizes model risk management, including fairness, bias, and regulatory compliance. Comparable scope to SolasAI's Beacon + Illumination lifecycle coverage.
Emerging players
- Fairly AI: Fairly AI focuses specifically on AI bias auditing and fairness assessments for ML models, narrower than SolasAI's full lifecycle offering but overlapping on the core bias/fairness testing use case in regulated enterprises.
Broad incumbents
- IBM Watson OpenScale: IBM Watson OpenScale is a broad incumbent AI governance and observability platform offering bias detection, explainability, and drift monitoring as part of IBM's larger AI stack. Comparable functionality (especially in fairness and drift) but part of a much wider portfolio.
- SAS Viya: SAS Viya is a broad analytics and AI platform with model governance, bias detection, and regulatory reporting capabilities (including for fair lending). Listed on SolasAI's website as a technology partner. Overlaps on regulated-industry model risk use cases.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
SolasAI social profiles
Digital presenceSolasAI compliance and trust
Trust signalCompliance1 record
SolasAI financial estimates
Financial estimateRevenue estimate
Valuation estimate
SolasAI leadership team
Management profileNumber of profiles
Profiles9 records
SolasAI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
SolasAI 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 SolasAI
What does SolasAI do?
SolasAI develops and sells an algorithmic fairness AI software platform that detects and mitigates bias and discrimination in enterprise AI/ML models. The platform combines SolasAI Beacon (pre-deployment fairness testing and Less Discriminatory Alternative model generation) and SolasAI Illumination (post-deployment monitoring for drift and emerging fairness risks), delivered as Python libraries deployable on-premise, in customer cloud, or as a shared service for regulated industries.
Is SolasAI a public or private company?
SolasAI is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was SolasAI founded?
SolasAI was founded in 2021. It employs 1 to 10 people.
Where is SolasAI based?
SolasAI is headquartered in Philadelphia, United States, in the North America region.
How does SolasAI make money?
Three revenue lines are on record. Software Subscriptions (Team & Enterprise) is the primary driver. The others are professional Services (Expert Partners) and free Disparity Testing Library.
Who are SolasAI's main competitors?
Direct peers on record are Credo AI, TruEra, Fiddler AI, Arthur AI, Holistic AI, Monitaur and ModelOp. Fairly AI is listed as an emerging player. Broad incumbents are IBM Watson OpenScale and SAS Viya.
Does SolasAI have an API?
No public API is recorded for SolasAI.
What industry is SolasAI in?
SolasAI's product category is AI Fairness & Model Risk Management Software. Its primary akta.pro industry code is HDAAAMAC, Bias, Fairness & Non-Discrimination Testing, with a secondary code of HDAEANAE, Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies). Its NAICS code is 5132 and its SIC code is 7372.