--- title: "From zero to AI agent marketplace in one month — achieving a 782% ROI" description: "“Within a month, we had a production-ready platform. We saved at least $150K in R&D and avoided a year-long delay to market. This gives us a tremendous competitive advantage in the crowded customer experience space.”" source: https://www.appmixer.com/customer-stories/success-story-intelswift fetched: 2026-06-17 --- # From zero to AI agent marketplace in one month—achieving a 782% ROI “Within a month, we had a production-ready platform. We saved at least $150K in R&D and avoided a year-long delay to market. **This gives us a significant edge in the crowded CX space.**” Marian Rydzanych CEO, Intelswift # 30+ million API requests per day # 60+ million notifications sent in less than 4 months # Unlimited automation possibilities 1 month ##### from idea to production 12 months ##### months saved on in-house development 782% ROI ##### on Appmixer investment Key achievements 1 month from idea to production 12 months saved on in-house development 782% ROI on Appmixer investment "Within a month, we had a production-ready platform. We saved at least $150K in R&D and avoided a year-long delay to market. This gives us a significant edge in the crowded CX space." ###### Marian Rydzanych CEO, Intelswift About Intelswift ##### AI-powered CX for enterprise and regulated markets [Intelswift](https://intelswift.com/) is a fast-growing SaaS company specializing in AI-powered solutions for customer support, sales, and marketing. With clients across regulated industries like banking, Intelswift helps businesses make every customer feel like a VIP by deploying custom AI agents tailored to specific vertical needs. Their challenge ##### Scaling fast without building from scratch **As generative AI began reshaping how businesses approached automation, Intelswift recognized a growing need for vertical-specific AI agents**—solutions tailored to domains like banking and healthcare. But building the infrastructure to support a developer hub where developers could build and submit vertical AI agents, along with native integrations and an AI agent marketplace, would have delayed their go-to-market by at least a year and consumed significant R&D resources. The team needed a white-label platform that could:   • Support a large number of integrations out of the box   • Let developers build and submit AI agents without custom infrastructure   • Allow non-technical users to activate ready-made AI agents instantly   • Avoid the cost and distraction of building everything in-house The solution ##### A low-code platform for vertical AI agents Intelswift chose Appmixer as the embedded automation platform to power their AI agent marketplace. With Appmixer, they were able to:   • Enable third-party developers to create vertical AI agents using a no-code builder   • Review and publish agents to a marketplace accessible to end customers   • Launch AI agent templates that non-technical users could activate with a single click   • Support complex workflows with built-in integrations and embeddable UI components _“Within a month, we had a production-ready platform,”_ says Marian Rydzanych, CEO of Intelswift. _“We saved at least $150K in R&D and avoided a year-long delay to market. This gives us a tremendous competitive advantage in the crowded customer experience space.”_ [_Appmixer AI Agent Builder embedded in the Intelswift Developer Hub_](#)[_Automatic ticket resolution AI agent built with Appmixer_](#) AI agents in action ##### 5 AI agents driving real business outcomes Intelswift didn’t just launch a marketplace—they launched value. Within weeks, their team and third-party developers deployed a set of specialized AI agents designed to tackle real business challenges across support, sales, and customer experience. Here are five examples currently running in production:   • **Sentiment-based ticket prioritization agent:** Flags and escalates tickets with negative sentiment in real time to ensure frustrated customers receive faster responses.   • **Proactive insights agent:** Analyzes historical support and business metrics to suggest improvements that reduce churn and optimize the sales funnel.   • **SLA enforcement agent:** Tracks ticket progress and proactively escalates cases at risk of breaching SLA thresholds, ensuring timely resolution and improved team accountability.   • **Lead scoring agent:** Uses AI to analyze interaction history and behavior to score incoming leads, helping sales teams focus on those most likely to convert.   • **RAG-based sales optimization agent:** Enables users to ask natural language questions like _"What can I do to improve my sales based on the KPIs?"_ and receive actionable answers based on their data. Each of these agents is available in Intelswift’s embedded marketplace and can be activated instantly by non-technical users—delivering rapid impact without custom development. [_Vertical AI agents that users can activate with a single click_](#) The results ##### 12 months gained, $150K saved, CX edge secured By partnering with Appmixer, Intelswift accelerated their roadmap and avoided the pitfalls of building a complex platform from scratch. What began as an idea for vertical AI agents quickly turned into a fully operational marketplace that impressed developers, enterprise clients, and internal stakeholders alike.   • **Go-to-market in 1 month** instead of 12+   • **Estimated $150K in R&D savings **  • **Successful hackathon** where developers built deployable AI agents in just 3 days   • **Adoption by enterprise clients**, including a major bank piloting three AI agents (quality assurance, ticket resolution, and inbound request analytics)   • **High developer satisfaction**, thanks to fast prototyping and ease of integration   • **Strong end-user adoption**, with customers able to activate agents without needing technical knowledge Marian adds, _“There’s no one-size-fits-all AI. Appmixer gave us the foundation to rapidly build vertical AI agents tailored to our customers’ specific needs—without reinventing the wheel.”_ ## Read next [Browse all customer stories](/customer-stories) [### How Alliants launched workflow automation, handling 30+ million API requests daily Read how Alliants offered their customers limitless automation possibilities.](/customer-stories/success-story-alliants) [Read story](/customer-stories/success-story-alliants) [### How vidREACH delivered workflow automation 12x faster Read how vidREACH shipped an enterprise feature and saved 11 months of in-house development.](/customer-stories/vidreach) [Read story](/customer-stories/vidreach) [### How VIER built a world-class chatbot solution with no-code automation Read how VIER enhanced customer experience and optimized sales demos with no-code automation.](/customer-stories/vier) [Read story](/customer-stories/vier) Embedd appmixer and win sales ## Turn automation into your growth engine Grow sales by bringing AI-powered automation into your SaaS product — without anyone noticing you didn't build it yourself. **Win 20% more deals** **Reduce churn by 40%** **Launch 12x faster** Schedule a demo call to learn how to elevate your use case. ##### Data transactions monthly 5+ billion ##### Churn rate \-40% ##### Time to market 12x faster