What Solvin AI does

Solvin AI is an early-stage autonomous AI company that delivers a virtual workforce focused exclusively on bug remediation across software codebases. Its platform connects to source repositories (currently GitHub), identifies bugs across multiple repositories, performs root cause analysis, generates fixes, validates them through unit, security, regression, and CI tests, and opens verified pull requests autonomously without prompts, CLI input, or IDE supervision. The system is built on Small Language Models tailored to each customer's codebase, orchestrated through hundreds of specialized agents operating inside a secure isolated sandbox, with a self-improving test-driven methodology. The product is positioned as a complement to existing coding assistants and copilots rather than a replacement, addressing the engineering overhead created by AI-induced code drift, hallucinations, and regressions.

The company sells on an outcome-based pricing model where customers pay only for verified fixes that are successfully merged, eliminating per-token and per-seat cost anxiety. Three tiers are offered: a Free tier (up to 3 repositories, 50 fixes/month) for individuals and small projects; a Pro tier at $29 per merged fix with unlimited repositories and 500 fixes/month for growing teams; and a custom-priced Enterprise tier with on-premise deployment, custom SLAs, dedicated success management, and BYOK/audit-log controls. Go-to-market is hybrid, combining self-serve product-led growth on the Free tier with sales-led demo-booking motions for Pro and Enterprise, served globally.

Founded in 2025 and headquartered in Seattle, Solvin AI, Inc. is a Delaware C-corp led by co-founders Yaniv Shemesh (previously Meta, Groq, F5, Coupang) and Amnon Perlmutter (former VP of R&D at Check Point with 13 granted patents). The company raised a $2.525 million seed round in August 2025 led by Surface Ventures and is currently in early access with a 1-10 person team.

Name

Solvin AI

Legal name

Solvin AI, Inc.

Website

https://solvin.ai

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Solvin AI is an autonomous bug-fixing platform that identifies, fixes, and validates codebase bugs by opening verified pull requests. It serves enterprise engineering teams and individual developers using proprietary small language models and specialized agents, priced per merged fix.

Ownership category

akta.pro rank

Product category

Autonomous Bug-Fixing Software

NAICS

Software Publishers (5132), Custom Computer Programming Services (541511), Computer Systems Design and Related Services (5415)

SIC

Services-Computer Programming Services (7371), Services-Prepackaged Software (7372)

akta.pro primary industry

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)

akta.pro secondary industries

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)

Keywords

• Autonomous bug fixing
• AI code remediation
• Software testing automation
• Developer productivity tools
• Code quality assurance

Headquarters

HQ city

Seattle

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Outcome-Based Bug Fix Pricing: Customers pay only for verified bug fixes that are successfully merged to their codebase. No per-token or per-seat costs. This outcome-based model aligns incentives between the company and customers.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels3 records

Core offering

Solvin AI sells an autonomous AI platform that operates as a 24/7 virtual engineering workforce, continuously triaging bugs across connected repositories, performing root-cause analysis, generating fixes inside a secured sandbox, validating them via unit, security, regression, and CI tests, and opening pull requests for human approval. The platform is delivered as a software service with tiered plans (Free, Pro at $29 per merged fix, and custom Enterprise) and integrates natively with GitHub.

Product overview

Solvin AI offers a single unified autonomous AI platform for bug fixing. The core platform operates as a virtual workforce that runs continuously in the background, connecting to code repositories (GitHub) to autonomously deliver validated bug fixes. The platform uses Small Language Models built for each customer's codebase, combined with hundreds of specialized agents and tools, to identify, analyze, and fix bugs across multiple repositories. Pricing is structured around successful outcomes: a Free tier for individuals (up to 3 repos, 50 fixes/month), a Pro tier at $29/merged fix (unlimited repos, 500 fixes/month), and an Enterprise tier with custom pricing, unlimited everything, and on-premise deployment options.

Differentiator

Problem solved

Functional benefit

Products and services

• Solvin AI Platform An autonomous AI platform for software engineering teams that connects to code repositories (starting with GitHub), runs in the background 24/7, and delivers verified, test-validated bug fixes as pull requests. Built for enterprise engineering organizations and individual developers who need hands-off remediation of general, security, and production bugs across single or multiple repositories, with secured sandbox execution and optional on-premises deployment.

Quantifiable outcome

• Pay only for merged fixes, eliminating token or seat cost anxiety

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability5 records

Feature6 records

Recent moves4 records

Emerging players

• Aider: Aider is an open-source AI pair-programming tool that operates in the terminal to make autonomous code changes across repositories. It is a free, community-driven alternative that competes for the same developer mindshare at the individual contributor level.
• Tabnine: Tabnine is an AI code completion and chat platform with enterprise-grade security, on-prem deployment, and codebase-aware suggestions. It is comparable to Solvin in its enterprise security positioning and codebase-awareness narrative.
• Codegen: Codegen builds autonomous AI agents for enterprise codebases, including bug fixing, refactors, and migrations. It targets the same enterprise engineering pain point Solvin addresses but with a broader scope of code-change tasks.

Direct peers

• Cognition AI (Devin): Cognition's Devin is an autonomous AI software engineer that plans, codes, debugs, and ships tasks end-to-end, the closest direct competitor to Solvin's autonomous bug-fixing agent. Both target enterprise engineering teams and compete for the same autonomous-coding-agent narrative.
• Codeium (Windsurf): Codeium's Windsurf editor provides AI-powered code generation, completion, and autonomous agent flows for individual developers and enterprise teams. It directly competes with Solvin on AI-assisted bug fixing and code quality.
• Anysphere (Cursor): Cursor is an AI-first code editor with autonomous agent modes that read, edit, and debug across repositories. It is the most adopted AI coding tool among professional developers and competes with Solvin for the same engineering-team wallet share.

Others

• Sentry: Sentry is a leading application monitoring and error-tracking platform that detects production bugs. It is adjacent to Solvin because Sentry identifies the bugs Solvin aims to fix, making it a natural data-source partner or upstream integration target.

Broad incumbents

• JetBrains AI Assistant: JetBrains AI is built into the JetBrains IDE suite (IntelliJ, PyCharm, etc.) and offers inline completion, refactoring, and bug-fix suggestions. As a broad incumbent in professional developer tooling, it competes for the same engineering productivity budget.
• Replit: Replit is a cloud-based development environment with an integrated AI Agent that can build, debug, and deploy software autonomously. It operates more in the build-from-scratch domain but overlaps with Solvin on autonomous, multi-file code generation.
• GitHub Copilot: GitHub Copilot is Microsoft's AI pair programmer embedded in the GitHub platform that Solvin integrates with. As the incumbent AI coding tool with the deepest GitHub distribution, Copilot is the largest competitive threat and a potential distribution partner.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks5 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/solvin-ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Solvin AI