# Make (Integromat) AI Agents | Lumeor Studio > We design and deploy AI agent workflows in Make (formerly Integromat) for teams that need complex automation logic with visual clarity. Production deployment for enterprises, startups, and small businesses across the US. [AI Agents](https://www.lumeor.studio/ai-agents)/Make (Integromat) AI Agents Overview ## Visual automation workflows with AI at the core — more powerful than Zapier, simpler than code. We design and deploy AI agent workflows in Make (formerly Integromat) for teams that need complex automation logic with visual clarity. Who this is for ## Built for these teams and businesses Operations and process teamsMarketing automation managersE-commerce and SaaS operationsBusinesses that have outgrown Zapier Use cases ## What we build for you - ◆Complex multi-branch automation with AI decisions - ◆E-commerce order and customer lifecycle automation - ◆Content repurposing and publishing pipelines - ◆CRM sync and data enrichment workflows - ◆Agency client reporting automation ### Problems we solve - — Zapier can't handle the complexity you need - — Custom code is overkill but simple automation isn't enough - — Need AI intelligence inside complex workflows - — Existing Make automations need AI added Tech stack ## Platforms and tools we use Make (Integromat)OpenAI APIWebhooksAirtableGoogle WorkspaceCRM APIs What you get ## Deliverables ◆ Scenario architecture ◆ AI module integrations ◆ Error handling ◆ Documentation and training Typical timeline: 1–4 weeks 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 ## Make (Integromat) AI Agents across the US We build make (integromat) ai agents for businesses across Greater Philadelphia and remotely nationwide. Find your area below. [Philadelphia, PA](https://www.lumeor.studio/ai-agents/philadelphia-pa/make-automation-agents)[King of Prussia, PA](https://www.lumeor.studio/ai-agents/king-of-prussia-pa/make-automation-agents)[Wayne, PA](https://www.lumeor.studio/ai-agents/wayne-pa/make-automation-agents)[West Chester, PA](https://www.lumeor.studio/ai-agents/west-chester-pa/make-automation-agents)[Newtown, PA](https://www.lumeor.studio/ai-agents/newtown-pa/make-automation-agents)[Doylestown, PA](https://www.lumeor.studio/ai-agents/doylestown-pa/make-automation-agents)[Media, PA](https://www.lumeor.studio/ai-agents/media-pa/make-automation-agents)[Ardmore, PA](https://www.lumeor.studio/ai-agents/ardmore-pa/make-automation-agents)[Bryn Mawr, PA](https://www.lumeor.studio/ai-agents/bryn-mawr-pa/make-automation-agents)[Blue Bell, PA](https://www.lumeor.studio/ai-agents/blue-bell-pa/make-automation-agents)[Norristown, PA](https://www.lumeor.studio/ai-agents/norristown-pa/make-automation-agents)[Conshohocken, PA](https://www.lumeor.studio/ai-agents/conshohocken-pa/make-automation-agents)[Malvern, PA](https://www.lumeor.studio/ai-agents/malvern-pa/make-automation-agents)[Paoli, PA](https://www.lumeor.studio/ai-agents/paoli-pa/make-automation-agents)[Devon, PA](https://www.lumeor.studio/ai-agents/devon-pa/make-automation-agents)[Berwyn, PA](https://www.lumeor.studio/ai-agents/berwyn-pa/make-automation-agents)[Yardley, PA](https://www.lumeor.studio/ai-agents/yardley-pa/make-automation-agents)[New Hope, PA](https://www.lumeor.studio/ai-agents/new-hope-pa/make-automation-agents)[Langhorne, PA](https://www.lumeor.studio/ai-agents/langhorne-pa/make-automation-agents)[Levittown, PA](https://www.lumeor.studio/ai-agents/levittown-pa/make-automation-agents)[Bensalem, PA](https://www.lumeor.studio/ai-agents/bensalem-pa/make-automation-agents)[Havertown, PA](https://www.lumeor.studio/ai-agents/havertown-pa/make-automation-agents)[Springfield, PA](https://www.lumeor.studio/ai-agents/springfield-pa/make-automation-agents)[Drexel Hill, PA](https://www.lumeor.studio/ai-agents/drexel-hill-pa/make-automation-agents) [View all cities →](https://www.lumeor.studio/ai-agents) Related services ## Other agent services we offer [Custom Agents ### Custom AI Agents Purpose-built agents designed around your workflow, your data, and your business logic. ](https://www.lumeor.studio/ai-agents/services/custom-ai-agents)[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) ## Ready to build your make (integromat) 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 [Comparisonn8n vs Make](https://www.lumeor.studio/compare/n8n-vs-make/)[ComparisonMake vs Zapier](https://www.lumeor.studio/compare/make-vs-zapier/)[ComparisonHow to migrate from Make to n8n](https://www.lumeor.studio/compare/migrate-make-to-n8n/)[Tool notesMake](https://www.lumeor.studio/tools/make/) [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/make-automation-agents/