# WayFind Labs

> We build, ship, and maintain custom AI agents, RAG systems, and SaaS MVPs for US founders and enterprises.

WayFind Labs builds custom AI agents, retrieval-augmented generation (RAG) systems, and SaaS MVPs for US founders and enterprise teams. We own the build end-to-end: architecture, development, deployment, and ongoing maintenance. Typical project timelines are 4–12 weeks.

## Services

- [AI Agent Development](https://wayfindlabs.com/services/ai-agent-development): Custom AI agents that integrate with your data, APIs, and workflows. We design the agent loop, tool calls, memory strategy, and evaluation harness.
- [RAG Development](https://wayfindlabs.com/services/rag-development): Production retrieval-augmented generation systems. Chunking strategy, embedding pipeline, vector store selection, reranking, and hallucination guardrails.
- [AI Voice Agent Development](https://wayfindlabs.com/services/ai-voice-agent-development): Real-time voice AI for customer support, sales, and scheduling. Sub-500ms latency, natural turn-taking, escalation paths.
- [LLM Integration](https://wayfindlabs.com/services/llm-integration): Embed language models into existing SaaS products and internal tools. Prompt engineering, fine-tuning evaluation, and cost optimization.
- [SaaS MVP Development](https://wayfindlabs.com/services/saas-mvp-development): Full-stack SaaS MVPs with AI built in from day one. Next.js, TypeScript, database, auth, billing, and deployment — production-ready in 6–10 weeks.
- [AI Agent Evaluation](https://wayfindlabs.com/services/ai-agent-evaluation): Eval harnesses, regression suites, and LLM-as-judge scoring pipelines to measure AI agent performance.
- [LLM Cost Optimization](https://wayfindlabs.com/services/llm-cost-optimization): Caching, model routing, prompt compression, and batching to cut LLM infrastructure costs.
- [Computer Use Agent Development](https://wayfindlabs.com/services/computer-use-agent-development): Agents that operate web browsers and desktop applications via Anthropic's computer use API.
- [Embed AI Into SaaS](https://wayfindlabs.com/services/embed-ai-into-saas): Add LLM-powered features — intelligent search, document analysis, AI assistants — into existing SaaS products.
- [AI Managed Services](https://wayfindlabs.com/services/ai-managed-services): Ongoing management of AI systems in production — monitoring, model updates, cost reporting.

## Rescue & Audit

- [Failed AI Project Rescue](https://wayfindlabs.com/rescue/failed-ai-project): We diagnose and fix stalled AI projects — abandoned chatbots, POCs that never shipped, inherited codebases.
- [Fix Hallucinating Chatbot](https://wayfindlabs.com/rescue/fix-hallucinating-chatbot): Diagnosing and fixing RAG chatbots returning wrong answers — retrieval, context assembly, and generation failures.
- [Fix Slow AI Agent](https://wayfindlabs.com/rescue/fix-slow-ai-agent): Latency profiling, model routing, parallel tool calls, and caching for slow AI agents.
- [LLM Cost Audit](https://wayfindlabs.com/audit/llm-cost-audit): 5-day paid audit identifying top cost drivers with a prioritised optimisation list.
- [RAG Performance Audit](https://wayfindlabs.com/audit/rag-performance-audit): Baseline eval measurement across retrieval, faithfulness, and latency metrics.
- [No-Code to Custom Migration](https://wayfindlabs.com/migrate/no-code-to-custom): Migrating off Bubble, Voiceflow, Chatbase, and Make.com to production-grade custom systems.

## Key pages

- [Homepage](https://wayfindlabs.com/)
- [About](https://wayfindlabs.com/about): Who we are and how we work
- [Process](https://wayfindlabs.com/process): Our 5-phase engagement process
- [Contact](https://wayfindlabs.com/contact): Get a quote
- [Blog](https://wayfindlabs.com/blog): Cost guides, comparisons, and decision frameworks
- [RAG Cost Calculator](https://wayfindlabs.com/resources/rag-cost-calculator): Estimate monthly RAG infrastructure costs

## Compliance

- [HIPAA-Compliant AI Development](https://wayfindlabs.com/compliance/hipaa): Architecture patterns and deployment strategies for AI systems handling PHI.
- [EU AI Act Compliance](https://wayfindlabs.com/compliance/eu-ai-act): How Regulation (EU) 2024/1689 applies to AI system development and deployment.

## Optional

- [Sitemap](https://wayfindlabs.com/sitemap.xml)