Solvd
Solvd is a privately held AI engineering and digital transformation firm serving 100+ large U.S. enterprises with production-grade AI systems, data pipelines, and agentic software delivery, supported by proprietary accelerators and a PhD-level research team.
- Company typePrivate
- Founded2011
- HeadquartersRoseville, United States
- Headcount501–1,000
- GTM typeB2B
- OfferingServices
What Solvd does
Solvd is a privately held, end-to-end AI engineering and digital transformation firm headquartered in Walnut Creek, California, with delivery centers in Warsaw, Medellín, Brazil, Mexico, Ukraine, Argentina, and Georgia. Founded in 2011 and operating with a team of 700+ engineers including 150+ AI/ML specialists, the company is organized around three core service lines: Core AI (custom production-grade systems in computer vision, NLP, and agentic workflows), AI Data & Cloud (data pipelines, cloud architecture, and governance on AWS, Google Cloud, Microsoft, and Databricks), and Agentic Software Engineering (AI-native software delivery). Solvd also operates proprietary accelerators including the Carina Java test-automation framework, Zebrunner test analytics, and Kublr Kubernetes orchestration, alongside research outputs that include a NeurIPS 2025 Best Paper Award.
The firm monetizes exclusively through custom, quote-based professional services engagements — typically multi-year contracts with enterprise clients — supplemented by productized advisory offerings (AI Maturity Index, AI Acceleration/Center of Excellence, AI Innovation-as-a-Service) and the free Solvd.Laba education platform used as a talent pipeline. Its enterprise client base spans 100+ companies across fintech and banking (Nasdaq, NerdWallet, Sands Capital, a leading U.S. credit union), retail and e-commerce (Under Armour, a major U.S. apparel retailer, a furniture retailer), media (Reddit, The Washington Post, LiveU), autonomous vehicles (TuSimple), healthcare/fitness (MyFitnessPal, healthcare via the Tooploox acquisition), and legal technology (Ex Parte). Go-to-market is enterprise field sales targeting CIOs and CTOs at large U.S. companies, reinforced by proprietary AI research reports, executive roundtables, and conference presence at NeurIPS, ICML, and CVPR.
Strategically, Solvd has executed two acquisitions since 2024 — EastBanc Technologies in October 2024 (adding AI advisory and Maturity Index offerings) and Tooploox in June 2025 (adding AI research depth and healthcare reach) — and joined the Linux Foundation's Agentic AI Foundation in May 2026 alongside Anthropic, AWS, Google, Microsoft, and OpenAI. Leadership is anchored by CEO Mike Hulbert, Executive Chairman Igor Vayner, Chief AI Officer Pawel Solyga, CTO Skylar Roebuck, COO Markus Remark, CFO Mark Himelfarb, and CDO Alexey Khursevich.
Solvd firmographics
Firmographics- Name
- Solvd
- Legal name
- Solvd, Inc.
- Website
- https://solvd.com
- Company type
- Private
- Founded year
- 2011
- Operating status
- Operating
- Headcount range
- 501–1,000 employees
- Short description
- Solvd is a privately held AI engineering and digital transformation firm serving 100+ large U.S. enterprises with production-grade AI systems, data pipelines, and agentic software delivery, supported by proprietary accelerators and a PhD-level research team.
- Ownership category
- akta.pro rank
Solvd industry classification
Industry- Product category
- AI Engineering Services
- NAICS
- Custom Computer Programming Services (541511), Computer Systems Design Services (541512)
- SIC
- Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- AI/ML Engineering & Model Development Services (BPAEAHAF)
- akta.pro secondary industries
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), Industry/Domain Analytics Solutions & Accelerators (BPAEAHAK), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where Solvd is headquartered
LocationHeadquarters
- HQ city
- Roseville
- HQ country
- United States
- HQ region
- North America
Offices8 records
Markets served
Solvd business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- AI Advisory Services: Strategic consulting services including AI strategy development, AI Maturity Index assessment, and AI Acceleration/Center of Excellence establishment. Revenue generated through consulting engagements with enterprise clients.
- Digital Engineering Services: Full-cycle development services covering product discovery, POC, digital experience, and post-launch support. Includes application development, quality engineering, AI & data engineering, cloud, and digital experience solutions.
- AI Innovation-as-a-Service: MVP development and prototype creation services to help enterprises turn AI ideas into actionable prototypes and accelerate their AI journey.
- Education/Training Services: Free training courses through Solvd.Laba educational initiative for students and early-career professionals. While courses are free, they serve as talent pipeline for the company.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Custom enterprise engagements |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels9 records
Solvd product offering
Product offeringCore offering
Solvd is an AI engineering firm that designs and delivers custom production-grade AI systems for large enterprises through three core service lines: Core AI (custom systems for computer vision, NLP, and agentic workflows), AI Data & Cloud (data pipelines, cloud architecture, governance), and Agentic Software Engineering (AI-accelerated software delivery). The company supports these with proprietary accelerators (Kublr, Zebrunner, Carina) and AI advisory offerings including AI Maturity Index, AI Acceleration/Center of Excellence, and AI Innovation-as-a-Service, sold as custom quote-based enterprise engagements.
Product overview
Solvd is an AI engineering company offering a portfolio of three core service lines—Core AI (custom AI systems in production for computer vision, NLP, and agentic workflows), AI Data & Cloud (data pipelines and cloud infrastructure), and Agentic Software Engineering (AI-native software delivery)—supported by proprietary accelerators Kublr (Kubernetes management) and Zebrunner (test analytics). The company also provides AI advisory services including AI Acceleration, AI Maturity Index, and AI Innovation-as-a-Service. Educational platform Solvd.Laba offers free developer training courses. Solutions include Ex Parte (legal predictive analytics) and Joint AI Innovations Lab for retail CX. The company strengthened its AI capabilities through the 2024 acquisition of EastBanc Technologies.
Differentiator
Problem solved
Functional benefit
Brands
- Solvd.Laba: Educational initiative offering free online training courses for testing and development skills, including test automation, Node.js development, and React.js development for final-year students and early-career professionals.
- Kublr
- Zebrunner
- Carina
Products and services
- Core AI Custom AI systems performing in production built by a research-backed team solving the hardest problems in computer vision, NLP, and agentic workflows at enterprise scale. Targeted at large enterprises deploying production AI.
- AI Data & Cloud Data pipelines, cloud architecture, and governance systems that make AI work reliably at scale by integrating data, architecture, security, and governance. Sold to enterprises implementing production AI.
- Agentic Software Engineering Software delivery combining deep engineering expertise with AI-native tooling to accelerate development cycles and modernize legacy systems, letting AI handle repetitive work so teams focus on creative challenges. Targeted at enterprises undergoing digital modernization.
- Kublr Proprietary accelerator for Kubernetes management and enterprise container orchestration, supporting cloud infrastructure for production AI systems.
- Zebrunner Proprietary accelerator providing in-depth test analytics and interpreting and visualizing test results; integrates with the Carina testing framework. Used in Solvd's quality engineering engagements.
- Carina Java-based proprietary test automation framework for automated testing of web and mobile applications, REST services, APIs, and databases; built on Selenium, Appium, and TestNG with cross-platform support. Used in Solvd's quality engineering engagements.
- AI Acceleration and Center of Excellence AI advisory service that charts AI strategy, builds a roadmap, and creates a dedicated team to drive AI success for client enterprises. Strategic consulting service for enterprises establishing AI capabilities.
- AI Maturity Index Assessment service that uncovers an organization's hidden AI potential and identifies areas ready for AI activation, typically delivered as part of the AI advisory offering.
- AI Innovation-as-a-Service Prototype development service that turns groundbreaking AI ideas into actionable MVPs to fast-track client AI journeys; for enterprises seeking rapid AI experimentation.
- Solvd.Laba Educational initiative offering free online training courses in manual QA, test automation, Node.js development, and React.js development with proprietary teaching methodology, targeted at final-year students and early-career professionals. Functions as both community building and a talent pipeline.
- Ex Parte Predictive analytics engine that turns decades of court case data into probability-based outcome forecasts for legal case predictions, starting with patent appeals; built for companies and law firms replacing gut-feel litigation decisions with evidence.
- Joint AI Innovations Lab Co-developed AI lab enabling major retailers to prototype, validate, and ship customer-experience AI across the commerce funnel with a brand-safe test-and-release model; built as a custom service engagement.
Quantifiable outcome
- Reduced agent dependency through production-grade conversational AI
- +6 more outcomes
Companies that use Solvd
Customer profileNamed customers15 records
Segments6 records
Ideal customer profiles1 record
Solvd technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability14 records
Feature9 records
Solvd partnerships and signals
Strategic signalPartnerships
13 partnerships are on record, tiered core and minor.
- Agentic AI Foundation (AAIF)coreSolvd joined the Agentic AI Foundation, a Linux Foundation project focused on open, collaborative development of AI infrastructure standards. Founding members include Anthropic, AWS, Google, Microsoft, and OpenAI. Solvd contributes to working groups focused on the Model Context Protocol (MCP), agent project context (AGENTS.md), and open-source agent tooling.
- AnthropiccoreSolvd works alongside Anthropic to define Agentic protocols and shape global standards for agentic AI systems through the Agentic AI Foundation.
- OpenAIcoreSolvd works alongside OpenAI to define Agentic protocols and shape global standards for agentic AI systems through the Agentic AI Foundation.
- AWScoreAWS is a cloud platform partner. Solvd builds AI solutions leveraging AWS cloud infrastructure as part of its AI Data & Cloud service offerings.
- Google CloudcoreGoogle Cloud is a cloud platform partner. Solvd builds AI solutions leveraging Google Cloud infrastructure as part of its AI Data & Cloud service offerings.
- MicrosoftcoreMicrosoft is a cloud platform partner. Solvd builds AI solutions leveraging Microsoft cloud infrastructure as part of its AI Data & Cloud service offerings.
- DatabrickscoreDatabricks is a cloud platform partner. Solvd builds AI and data solutions leveraging Databricks as part of its AI Data & Cloud service offerings.
- University of CambridgeminorAcademic partnership through research collaboration on AI topics; listed as part of Solvd's academic network.
- Stanford UniversityminorAcademic partnership through research collaboration on AI topics; listed as part of Solvd's academic network.
- Nanyang Technological University SingaporeminorAcademic partnership through research collaboration on AI topics; listed as part of Solvd's academic network.
- ETH ZurichminorAcademic partnership through research collaboration on AI topics; listed as part of Solvd's academic network.
- École Polytechnique Fédérale de Lausanne (EPFL)minorAcademic partnership through research collaboration on AI topics; listed as part of Solvd's academic network.
- EastBanc TechnologiescoreSolvd acquired EastBanc Technologies in October 2024. The acquisition strengthened Solvd's AI capabilities and introduced new AI service offerings including AI strategy, Maturity Index, and MVP development. EastBanc Technologies was a U.S.-based AI consulting firm specializing in AI, Data, Infrastructure, DevOps, and Product Development.
Scale indicators14 records
Recent moves6 records
Expansion highlights6 records
Solvd competitors and assessment
Company assessmentMarket position
Competitive moat4 records
Key highlights14 records
Customer concentration
Solvd social profiles
Digital presenceSolvd financial estimates
Financial estimateRevenue estimate
Valuation estimate
Solvd leadership team
Management profileNumber of profiles
Profiles10 records
Solvd subsidiaries and ownership
Company hierarchySubsidiaries2 records
Solvd funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Solvd M&A and investment
M&A and investmentM&A2 records
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Solvd
What does Solvd do?
Solvd is an AI engineering firm that designs and delivers custom production-grade AI systems for large enterprises through three core service lines: Core AI (custom systems for computer vision, NLP, and agentic workflows), AI Data & Cloud (data pipelines, cloud architecture, governance), and Agentic Software Engineering (AI-accelerated software delivery). The company supports these with proprietary accelerators (Kublr, Zebrunner, Carina) and AI advisory offerings including AI Maturity Index, AI Acceleration/Center of Excellence, and AI Innovation-as-a-Service, sold as custom quote-based enterprise engagements.
Is Solvd a public or private company?
Solvd is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Solvd founded?
Solvd was founded in 2011. It employs 501 to 1,000 people.
Where is Solvd based?
Solvd is headquartered in Roseville, United States, in the North America region.
How does Solvd make money?
Four revenue lines are on record. AI Advisory Services are the primary driver. The others are digital Engineering Services, AI Innovation-as-a-Service and education/Training Services.
Does Solvd have an API?
No public API is recorded for Solvd.
What industry is Solvd in?
Solvd's product category is AI Engineering Services. Its primary akta.pro industry code is BPAEAHAF, AI/ML Engineering & Model Development Services, with a secondary code of HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 541511 and its SIC code is 7371.