Dream Big, Build Fast.

Iterate.ai provides an Enterprise AI platform that accelerates AI application development. Interplay, our flagship product, is a drag-and-drop platform with 4,000+ components and AI model management, enabling fast, efficient creation of advanced AI applications.

Iterate.ai: The Startup Story

Jon and Brian in Kiev

In 2011, entrepreneur and investor Igor Shoifot, PhD—renowned for backing startups like ScentBird, Backblaze, Wrike, ShareThis, and Vinebox—invited Brian Sathianathan and Jon Nordmark to serve as board members for the premier Eastern European accelerator in Kyiv, Ukraine. This accelerator attracted hundreds of startup applications annually, selecting approximately twenty high-potential ventures each year. Their job: teach Eastern European founders to think and operate like American entrepreneurs.

Data Source

Data source: upfront ventures

Discovering Resourceful Innovation

The Ukrainian accelerator (much like TechStars or Ycombinator) nurtured startup founders from Ukraine, Belarus, Kazakhstan, Moldova, and Russia. Those who graduated earned a fully funded, three-month immersion in Silicon Valley, where they learned from leaders like the founders of 500 Startups. This was a massive deal for these graduates because they were building startups in regions like Ukraine, where the GDP per capita is 3x lower than Mexico’s.

While mentoring these startups, Brian and Jon had an “aha” moment. As they watched these brilliant, cash-starved entrepreneurs building cutting-edge technologies, they realized the barriers to creating technology startups had shifted dramatically. By leveraging open-source software and Amazon Web Services, these Eastern European entrepreneurs launched sophisticated products on shoestring budgets. This was a striking contrast to the $5 million Jon needed to start eBags.com in the late ’90s.

From a different vantage point, John Grech noticed something similar. A seasoned sales leader, John held senior roles at digital commerce startups like Omniture (acquired by Adobe), PowerReviews (acquired by Bazaarvoice), and HookLogic (acquired by Criteo). Later, he joined GiftNow (acquired by Synchrony Financial, where he became Chief Commercial Officer) and today serves as CEO of Litmus7.

John saw cash-strapped founders building impressive technology but struggling to get noticed by large enterprises—many called him for advice because they couldn’t afford a salesperson. John believed this gap could be bridged by offering big companies an unbiased vetting and referral service for emerging innovation. Because of this shared vision, John, Brian, and Jon joined forces to launch Iterate.

Brian and Jon at Happy Farm

The Shift to Intellectual Capital

The Ukrainian experience revealed a profound shift: the real barrier to innovation was no longer capital. Brian and Jon often said, “The new barrier to entry is brains, not capital,” echoing Thomas Friedman’s insight that “The world is flat.” This concept applied to many new software-based startups that were built in a garage or with the help of other startup accelerators like Founder Institute, Techstars, Y-combinator and Startup Basecamp in Europe.

For the first time, nearly anyone, anywhere, could build powerful technologies. We’re seeing this again today, as AI models like DeepSeek’s R1 emerge from China—despite intense GPU restrictions and limited resources.

Iterate.ai logo evolution.

Bridging Enterprises and Emerging Tech

In 2013, inspired by their experiences in Eastern Europe, Brian, Jon, and a small team launched IterateStudio.com. They recognized an opportunity to connect global enterprises with an emerging technical talent pool—resource-constrained innovators who built impressive technologies but lacked access to marketing, sales, and distribution due to geography and capital.

As Iterate collaborated with enterprises and startups, it became clear that artificial intelligence (AI) would be a defining force in the years ahead. The team’s deep expertise—including kernel engineers from Apple’s Secret Products division and a Ph.D. in Swarm Computing—naturally led to a strong focus on AI and AI processing. In February 2015, IterateStudio became Iterate.ai—years before AI hit the mainstream and 7 years before the ChatGPT moment.

Interplay low-code AI and GenAI

Developing Interplay for Seamless Integration

By 2017, Iterate.ai introduced Interplay—a connector platform designed to integrate startup innovations, emerging technologies, and AI into enterprise tech stacks. Initially built by Brian and John Selvadurai while vacationing in Australia, Interplay gave executives fast access to transformative tools they needed to remain competitive.

When ChatGPT shocked the world, Interplay was already primed to run generative AI—supporting the development of AI Agents and Agent Swarms. By 2025, it featured more than 400 AI nodes, including Large, Small, and Nano Language Models (LLMs, SLMs, NLMs), plus 4,000 additional nodes. Many integrate seamlessly with legacy systems like SAP, Salesforce, and Oracle—enabling faster, lower-friction innovation.

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Pioneering AI Solutions and Strategic Partnerships

Today, Iterate.ai delivers its Interplay platform, AgentOne (an agentic coding platform that cuts software developer workloads 10-fold), Generate (a no-code Agent builder for non-technical businesspeople that also runs the agents), alongside AI development services that help enterprises run powerful AI-first applications worldwide.

Because Interplay is engineered for edge deployment—including optimization at the chipset level—it enables AI to run privately, behind firewalls. That advantage has led to collaborations with enterprise giants and tech leaders like IBM, Qualcomm, Intel, NVIDIA, Hughes, FUJIFILM, ASA Computers, Pure Storage, and more.This combined innovation and momentum have earned Iterate recognition from leading industry voices, including:20 Hottest AI Software Companies, Channel Reseller News (2025, unsolicited)

AI 100, Knowledge Management World (2023, 2024, 2025, unsolicited)

AI Product of the Year, Pinnacle Awards (2025)

Best Workplaces for Innovators: AI + Robotics, Fast Company (2024)

Technology of the Year: AI + ML: Models, InfoWorld (2024)

Best in Business: AI and Data, Inc. Magazine (2023, 2024)

Our Team Makes the Difference

We are a team of over 100 technology experts, with over 85% of the crew possessing advanced degrees in computer science, machine learning, mathematics, and other advanced disciplines. Our applications and solutions appeal to executives and corporate innovators who seek low-risk, systematic ways to scale in-house near-term digital innovation initiatives and long-term strategic planning. Our Executive Briefing and Training Center is located in Silicon Valley, and our team spans the entire globe.

San Jose
Denver
Stockholm
Austin
Colombo
New York
Mumbai
Amsterdam
Los Angeles
Pune
Bangalore
Novisad
102
Iterators Globally
90%
Technical Background
15%
M.S., PHD in AI
Iterators Globally

Mission and Beliefs

We build infrastructure to deploy AI for the enterprise.

01

We are AI and Edge experts

AI is our sweet spot. We run complex AI in any environment, even on 1,000s of Edge computers. Our AI powers cameras worldwide, in places like remote gas stations and schools. Our engineers (PhDs and MSs in Swarm Computing, AI, IoT, Big Data, Maths, and Physics) provide thought leadership. That establishes a competitive advantage for our clients. We don’t offer lip service on AI; we do AI. That’s why companies like Google and Nvidia have formally partnered with Iterate and our award winning low-code platform.

02

We provide answers

Executives have questions. Iterate provides answers. We help envision the future in a most modern way. Strategists and operators build dynamic Roadmaps and Curations. Because these tools are SaaS, a team including Iterators can collaborate and continually update the Roadmaps and Curations as the world evolves. That's dynamic iteration.

03

Iterate means speed

We bring speed to the enterprise. Our patented Interplay platform builds digital prototypes, including advanced AI applications, up to 17x faster than traditional methods. Interplay is one more aspect of our answer machine because it opens the door to high-velocity experimentation. Experimentation leads to more answers – at lower costs.

04

We help clients file for patents

Me-too experiences are table stakes. Differentiated digital experiences – especially ones that build moats around a business – are mission-critical. To create competitive advantage, we help our enterprise clients differentiate and “own” unique experiences. Executives leverage Iterate’s professional services team when inventing blue ocean opportunities. We even help executives write patent applications.

05

We scale the unscalable

Me-too experiences are table stakes. Differentiated digital experiences – especially ones that build moats around a business – are mission-critical. To create competitive advantage, we help our enterprise clients differentiate and “own” unique experiences. Executives leverage Iterate’s professional services team when inventing blue ocean opportunities. We even help executives write patent applications.

06

We plug in custom AI, startups, and open source

Interplay makes 4,000+ pre-built nodes available to enterprises for building custom solutions. More than 60 of those nodes are custom-built AI capabilities like regression and random forest classifiers developed by Iterate’s highly educated engineers. Other nodes include OpenAI, ChatGPT, GitHub, and nodes from the startup ecosystem. Each node pre-connects into enterprise legacy systems (Oracle, SAP, Salesforce, etc.). This “interplay” turns a legacy tech stack into a modern one.

07

We address exponential change

Look at how AI is evolving. It's an example of today's pace of change. GPT-3 emerged in November 2022. Four months later, GPT-4 launched and scored 40% higher than GPT-3.5 on OpenAI's internal factual performance benchmark. Think about that. With our low-code platform and our thought-leadership capabilities, we help enterprises address the increasingly complex opportunities related to AI, IoT, and Big Data ecosystems.

08

We are doers and doer-doers

We are not a company of managers who oversee order-takers. To guard against sluggishness and inaction, to protect against groupthink and unnecessary costs, we cut out bureaucracy. Efficiency is our goal. We deliver. We're a team of doers and doer-doers.

09

We believe in light-touch

We are not a consultancy. Not a placement agency. We do not bill hourly. We don’t put “cheeks in seats.” We discourage complex methodologies that consume time, materials, and resources. We like it when meetings are short and to the point. We digitize, automate, and remove costs whenever possible.

10

We believe in The Joy Factor

Why not be happy? Why not be a positive influence? What's the point if we don't enjoy what we do every day? We believe each Iterator should be additive – contributing to the joy of invention, the joy of fulfilling work, the joy of achieving together, and the joy of helping people whom we enjoy spending time with, as it adds to our collective happiness and overall productivity. Life is short -- believe in The Joy Factor.

Our Partners

Iterate fosters customer success through a comprehensive global partner ecosystem, collaborating with leading technology and service providers such as Intel, FujiFilm, Amazon, Google Cloud, Nvidia, Qualcomm, Hughes, and TD Synnex. Each of our partnerships involves collaborative business and software development initiatives.

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Iterate's Intellectual Property

6
Patents Issued
6
Patents Pending

Recognition

Iterate.ai and its clients have been recognized by worldwide, national, continental, and state organizations:

Mockup
2025

CEO of the Year

Colorado Tech Association
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2024

Technology of the Year Awards: AI and machine learning: Models

InfoWorld
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2024
2023

Best in Business for AI and Data

Inc. Magazine
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2024

Best Workplaces for Innovators, Artificial Intelligence and Robotics

Fast Company