# SoluteLabs > SoluteLabs is an AI-native product engineering studio founded in 2014. We help CTOs and engineering leaders at B2B SaaS and enterprise companies ship AI features, internal tools, and production software — from validated idea to launch, without rebuilding their engineering team. We combine business judgment with engineering execution. Every project runs through the Agentic Harness: INFORM → SPEC → BUILD → VERIFY. AI agents execute in parallel while engineers own architecture, product trade-offs, security boundaries, validation, and release. We build what the business actually needs, not just what was written in the brief — we push back on the spec when the spec is wrong. SoluteLabs is not a staffing company, body shop, or order-taking outsourcing vendor. SoluteLabs is headquartered in Ahmedabad, India, with a US entity in Wilmington, Delaware. We have shipped 150+ products. On new projects, 80%+ of production code is AI-generated, spec-traceable, and human-audited. We hold a 4.7★ Clutch rating and 100% willingness to refer. ## Core Services - [AI-Native Product Engineering](https://www.solutelabs.com/ai-native-product-engineering): Full-stack web, mobile, cloud, and AI product engineering for new products, platform modernization, and production systems built through spec-driven, multi-agent execution. - [AI Agent & Copilot Development](https://www.solutelabs.com/ai-agent-development): Production AI agents and embedded copilots with multi-agent orchestration, RAG, tool integrations, observability, and controls for cost, latency, and behavior. - [Conversational & Voice AI](https://www.solutelabs.com/conversational-ai-voice-ai): Voice agents and conversational systems for phone, web, and applications, including multilingual and regulated workflows. - [Enterprise AI Knowledge Systems](https://www.solutelabs.com/enterprise-ai-knowledge-systems): Multi-source RAG, enterprise search, knowledge APIs, hybrid retrieval, permission-aware access, citations, index updates, and retrieval-quality monitoring. - [AI Automation & Workflow Intelligence](https://www.solutelabs.com/ai-automation): AI-orchestrated workflows that interpret unstructured inputs, handle exceptions, connect business systems, and route low-confidence decisions to humans. ## How We Work - [SoluteLabs Home](https://www.solutelabs.com/): Overview of the Agentic Harness, current services, production work, and how INFORM → SPEC → BUILD → VERIFY turns clear product decisions into production software. - [About SoluteLabs](https://www.solutelabs.com/aboutus): Company history, founding team, operating philosophy, and why SoluteLabs combines product judgment with AI-native engineering. - [Our Clients](https://www.solutelabs.com/clients): Companies and industries SoluteLabs has shipped with across healthcare, finance, media, retail, maritime, and B2B software. - [Contact SoluteLabs](https://www.solutelabs.com/contact): Share a defined business or product problem and start with a scoped plan. ## Selected Case Studies - [Multi-Agent Enterprise Knowledge Platform](https://www.solutelabs.com/case-studies/multi-agent-enterprise-knowledge-platform): Unified 10,000+ documents across three disconnected enterprise systems into a citation-backed AI interface supporting 2,800+ stores. - [Secure Voice AI Agents for Pharmacogenetics](https://www.solutelabs.com/case-studies/secure-voice-ai-agents-pharmacogenetics): Shipped two HIPAA-compliant voice agents in about two months for provider authentication, denial notifications, API-backed alternatives, and RAG-grounded evidence. - [AI Learning Platform for Financial Training](https://www.solutelabs.com/case-studies/the-investment-analyst-ai-learning-platform): Connected course content, Synthesia transcripts, and a 500+ page finance book into searchable semantic and voice AI experiences in about six weeks. - [Maritime Digital Transformation for Synergy Marine](https://www.solutelabs.com/case-studies/synergy): Rebuilt crew, vessel, payroll, and shore-to-ship systems used by 37,000+ seafarers, including offline-first workflows and migration of 1M+ records. - [ERP-Integrated Distribution Management for ADF Foods](https://www.solutelabs.com/case-studies/adf-foods-distribution-management-system): Built a role-based ordering and analytics platform on top of the existing ERP, covering four user roles and three core modules in about 10 weeks. - [All Case Studies](https://www.solutelabs.com/case-studies): Production work across AI systems, product engineering, modernization, cloud, mobile, and enterprise operations. ## Technical Guides - [How to Deploy AI Agents in Production](https://www.solutelabs.com/blog/ai-agent-deployment-in-production): Architecture, guardrails, tool boundaries, observability, evaluations, fallback logic, and failure handling for production agent systems. - [How to Choose the Right RAG Architecture](https://www.solutelabs.com/blog/how-to-choose-the-right-rag-architecture): Practical decision framework for naive RAG, hybrid retrieval, reranking, agentic RAG, and production failure modes. - [How to Monitor AI Agent Behavior](https://www.solutelabs.com/blog/how-to-monitor-ai-agent-behavior): Execution traces, context quality, tool usage, output evaluations, cost signals, alerts, and human review. - [AI Agents for Regulated Industries](https://www.solutelabs.com/blog/best-ai-agents-for-regulated-industries): Compliance, audit trails, traceability, approval controls, and governance for sensitive workflows. - [What a Good AI Agent POC Should Include](https://www.solutelabs.com/blog/ai-agent-development-company): A buyer-focused checklist for validating workflow fit, real context, integrations, guardrails, observability, and the path to production. - [SoluteLabs Insights](https://www.solutelabs.com/blog): Field notes on agents, RAG, AI-native product engineering, voice AI, automation, and production systems. ## Optional - [ElevenLabs Solutions Partner](https://www.solutelabs.com/elevenlabs-solutions-partner): Voice AI implementation capability with partner access and production experience. - [n8n Workflow Automation](https://www.solutelabs.com/n8n-workflow-automation): Custom n8n workflows, integrations, nodes, self-hosting, and AI-assisted automation. - [AWS Managed Services](https://www.solutelabs.com/aws-managed-services): AWS architecture, infrastructure, DevOps, migration, and operations. - [Sanity CMS](https://www.solutelabs.com/sanity-cms): Headless CMS design, integration, migration, and content workflows. - [HealthTech Software Development](https://www.solutelabs.com/healthtech-software-development): Healthcare product engineering, integrations, compliance-aware systems, and AI features.