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, a Russian-born entrepreneur and investor (ScentBird, Backblaze, Wrike, ShareThis, and Vinebox), Igor Shoifot PhD*, recruited Brian Sathianathan and Jon Nordmark to work as board members of the top Eastern European accelerator based in Kyiv, Ukraine. Hundreds of startups applied each year, and about twenty per year were accepted into the program.

Data Source

Data source: upfront ventures

Funded by a Ukrainian billionaire, the "Happy Farm" accelerator nurtured entrepreneurs from Ukraine and nearby countries. Graduates spent a free month learning from leaders like 500 Startup founders in Silicon Valley. As board members, Brian and Jon trained cash-starved Eastern European entrepreneurs, revealing a key shift: the barrier to tech startups was now brains over capital (creative thinking and skill).

Brian and Jon at Happy Farm

By using open-source libraries and Amazon Web Services, these brilliant founders launched advanced solutions for just a few hundred dollars—a sharp contrast to the late ’90s when Jon needed $5 million to start eBags.com. Brian and Jon told friends, "The new barrier to building businesses is Brains, not Capital," and, "The world is flat," referencing Thom Friedman's book. For the first time, anyone could start anything, anywhere.

Iterate.ai logo evolution.

The Eastern European experience led to IterateStudio.com’s launch in 2013, as Brian and Jon saw value in linking global enterprises to emerging technologies.

With a strong focus on AI, Iterate rebranded as Iterate.ai in February 2015—7.5 years before ChatGPT’s launch, making AI a global priority.

Interplay low-code AI and GenAI

Iterate.ai developed Interplay, a connector platform that integrates startup innovations into enterprise tech stacks. Built by Brian and John Selvaduria in Australia, it gives executives fast access to emerging technologies. By 2025, it featured 400+ AI nodes, including LLMs and NLMs, plus 4,000 additional nodes. Many connect seamlessly to legacy systems like Salesforce and Oracle, enabling faster, effortless innovation.

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Today, Iterate offers its platform along with AI development services, plus AI-first applications like Generate, Extract, Detect, and Frontline, to enterprises around the globe.

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:

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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
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2024

Best Enterprise AI Application Platform

Corporate Vision Magazine