# Custom AI Agents | Lumeor Studio > We design, build, and deploy custom AI agents from scratch — no off-the-shelf limitations, no vendor lock-in. Production deployment for enterprises, startups, and small businesses across the US. [AI Agents](https://www.lumeor.studio/ai-agents)/Custom AI Agents Overview ## Purpose-built agents designed around your workflow, your data, and your business logic. We design, build, and deploy custom AI agents from scratch — no off-the-shelf limitations, no vendor lock-in. Who this is for ## Built for these teams and businesses Enterprise teamsStartups with unique workflowsCompanies with proprietary dataBusinesses that tried SaaS and hit walls Use cases ## What we build for you - ◆End-to-end business process automation agents - ◆Agents that read, reason, and act on internal documents - ◆Multi-step research and decision-support agents - ◆Customer-facing agents with brand voice and guardrails - ◆Internal ops agents for HR, finance, and legal workflows ### Problems we solve - — Off-the-shelf tools don't fit your process - — Your data is proprietary and can't go to third-party SaaS - — You need an agent that integrates with legacy systems - — Previous agent builds broke in production Tech stack ## Platforms and tools we use OpenAI APIAnthropic Claude APILangChainLlamaIndexCustom Python/Node builds What you get ## Deliverables ◆ Agent architecture design ◆ Production deployment ◆ Monitoring and alerting setup ◆ Documentation and handoff Typical timeline: 2–8 weeks depending on scope Process ## How an engagement works 01 #### Discovery call We map your workflows, understand your tools, and identify the highest-ROI agent opportunity in your business. 02 #### Architecture design We design the agent: inputs, outputs, integrations, error handling, and the logic that makes it reliable in production. 03 #### Build and integrate We build the agent, connect it to your tools and data, and run it through real scenarios — not sanitized demos. 04 #### Test and harden We stress-test edge cases, add monitoring, and make sure the agent degrades gracefully when something unexpected happens. 05 #### Deploy and hand off We deploy to production, set up alerting, and train your team to manage and iterate on the agent going forward. Why Lumeor ## What to expect working with us - ◆Production deployments only — we don't hand over prototypes and call them done - ◆We set up monitoring and alerting on every agent we ship - ◆Transparent about what AI can and can't do reliably - ◆Model-agnostic — we pick the right tool for your use case, not what we're certified in - ◆We document everything so your team can maintain and extend what we build - ◆30-day stabilization period included in every engagement - ◆We've shipped agents for businesses across every major US industry FAQ ## Common questions How long does it take to build and deploy an AI agent? Most simple agents (single workflow, clear inputs/outputs) are live in 1–2 weeks. More complex agents with multiple integrations or multi-agent architectures take 3–8 weeks. We'll give you an accurate timeline after our first call. What happens if the agent breaks after you deliver it? We include a 30-day stabilization period in every engagement. If something breaks, we fix it. We also set up monitoring and alerting so we catch issues before you do. Post-stabilization support retainers are also available. Can you build agents that connect to my existing software? Yes — that's the norm, not the exception. We integrate with CRMs, ERPs, ticketing systems, communication tools, databases, and custom APIs. If it has an API or webhook, we can connect an agent to it. Which AI models and platforms do you use? We're model-agnostic and platform-agnostic. We use OpenAI, Anthropic Claude, Google Gemini, and open-source models depending on the use case. For automation, we commonly use n8n, CrewAI, LangChain, and custom Python builds. Coverage ## Custom AI Agents across the US We build custom ai agents for businesses across Greater Philadelphia and remotely nationwide. Find your area below. [Philadelphia, PA](https://www.lumeor.studio/ai-agents/philadelphia-pa/custom-ai-agents)[King of Prussia, PA](https://www.lumeor.studio/ai-agents/king-of-prussia-pa/custom-ai-agents)[Wayne, PA](https://www.lumeor.studio/ai-agents/wayne-pa/custom-ai-agents)[West Chester, PA](https://www.lumeor.studio/ai-agents/west-chester-pa/custom-ai-agents)[Newtown, PA](https://www.lumeor.studio/ai-agents/newtown-pa/custom-ai-agents)[Doylestown, PA](https://www.lumeor.studio/ai-agents/doylestown-pa/custom-ai-agents)[Media, PA](https://www.lumeor.studio/ai-agents/media-pa/custom-ai-agents)[Ardmore, PA](https://www.lumeor.studio/ai-agents/ardmore-pa/custom-ai-agents)[Bryn Mawr, PA](https://www.lumeor.studio/ai-agents/bryn-mawr-pa/custom-ai-agents)[Blue Bell, PA](https://www.lumeor.studio/ai-agents/blue-bell-pa/custom-ai-agents)[Norristown, PA](https://www.lumeor.studio/ai-agents/norristown-pa/custom-ai-agents)[Conshohocken, PA](https://www.lumeor.studio/ai-agents/conshohocken-pa/custom-ai-agents)[Malvern, PA](https://www.lumeor.studio/ai-agents/malvern-pa/custom-ai-agents)[Paoli, PA](https://www.lumeor.studio/ai-agents/paoli-pa/custom-ai-agents)[Devon, PA](https://www.lumeor.studio/ai-agents/devon-pa/custom-ai-agents)[Berwyn, PA](https://www.lumeor.studio/ai-agents/berwyn-pa/custom-ai-agents)[Yardley, PA](https://www.lumeor.studio/ai-agents/yardley-pa/custom-ai-agents)[New Hope, PA](https://www.lumeor.studio/ai-agents/new-hope-pa/custom-ai-agents)[Langhorne, PA](https://www.lumeor.studio/ai-agents/langhorne-pa/custom-ai-agents)[Levittown, PA](https://www.lumeor.studio/ai-agents/levittown-pa/custom-ai-agents)[Bensalem, PA](https://www.lumeor.studio/ai-agents/bensalem-pa/custom-ai-agents)[Havertown, PA](https://www.lumeor.studio/ai-agents/havertown-pa/custom-ai-agents)[Springfield, PA](https://www.lumeor.studio/ai-agents/springfield-pa/custom-ai-agents)[Drexel Hill, PA](https://www.lumeor.studio/ai-agents/drexel-hill-pa/custom-ai-agents) [View all cities →](https://www.lumeor.studio/ai-agents) Related services ## Other agent services we offer [CrewAI ### CrewAI Agent Development Multi-agent teams that plan, delegate, and execute complex workflows autonomously. ](https://www.lumeor.studio/ai-agents/services/crewai-agents)[LangChain ### LangChain Agent Development Production LangChain agents with memory, tools, and real-world integrations that actually ship. ](https://www.lumeor.studio/ai-agents/services/langchain-agents)[n8n Agents ### n8n AI Agent Automation No-code/low-code AI agents that automate your operations without a full engineering team. ](https://www.lumeor.studio/ai-agents/services/n8n-ai-agents)[Voice Agents ### Voice AI Agents AI agents that answer calls, qualify leads, schedule appointments, and handle support — 24/7. ](https://www.lumeor.studio/ai-agents/services/voice-ai-agents) ## Ready to build your custom ai agents? Book a free 30-minute call. We'll scope your project and give you a realistic timeline and budget. [Book a free call](https://www.lumeor.studio/contact) [See all agent services](https://www.lumeor.studio/ai-agents) ## Go deeper [GuideHow to build an AI customer support agent](https://www.lumeor.studio/guides/build-ai-customer-support-agent/)[GuideHow to build an AI lead qualification agent](https://www.lumeor.studio/guides/ai-lead-qualification-agent/)[GuideHow to connect an LLM to your internal data safely](https://www.lumeor.studio/guides/connect-llm-to-internal-data/)[ComparisonCustom AI agent vs off-the-shelf AI tools](https://www.lumeor.studio/compare/custom-ai-agent-vs-off-the-shelf/)[PricingHow much does a custom AI agent cost?](https://www.lumeor.studio/cost/cost-of-custom-ai-agent/) [Browse all guides, templates and pricing](https://www.lumeor.studio/resources/)·[Lumeor in Greater Philadelphia](https://www.lumeor.studio/philadelphia/) --- Source: https://www.lumeor.studio/ai-agents/services/custom-ai-agents/