AI & Growth Arm For
Founder-Led Businesses

Operators helping businesses locate strategic & economic leverage, build software
& AI systems to capture it, then run growth to commercialise it at scale.

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Case Studies - What It Looked Like

Here's what it looked like for our clients

Some of the AI we've built, shipped, and watched move revenue.

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Ionio — Three Moves
Three ways we’ve already done it for our clients

What “AI-native” actually gets you when we’re the ones building it.

The only AI worth building changes what your business is worth, not just what it does.

One-timeRecurring
I · The conversion

One-time revenue → recurring revenue

Agency revenue → SaaS revenue

The engagement you quote and re-deliver every cycle, rebuilt as SaaS your customers subscribe to the work itself, productized.

Revenue stops resetting to zero and starts compounding.

Cost centerProduct line
II · The flip

Cost center → product line

A cost center is a line you pay every month and can never sell. We automate the process the way it actually runs the handoff, the queue, the workarounds. Giving you occupied resources back.

The same tool then becomes software your customers ask to buy.

Referred outEnterprise value
III · The creation

Untapped demand → new enterprise value

Referred-out revenue → new enterprise value

A net-new, AI-driven product line inside the platform you already own, not a feature buried in the roadmap, a sellable line item a buyer pays a multiple on.

It grows what the company is worth, not just what it can do.

Every one of these moves the business the same way: from selling effort, to selling software, to selling the outcome. That’s the line that changes your multiple, and the only line we build on.

If you’re already nodding along, you know where your leverage is and don’t need us to find it. If this is new, every business has one hiding in it. We only go looking when the upside is tenfold.

Find your leverage
Ionio — Can you actually build it
Wow. Good copy. But can you actually build it?

Always a few weeks behind the state of the art. Always years ahead of everyone else.

Enterprise value isn’t built by doing easy tech. The hard things do it, once they’re running in front of your customers.

The state
of the art Ionio, in
production Most AI
agencies
GitHub traces back to 2016 The gap we run at: weeks
01

Building AI since 2016.

Back when it meant computer vision, facial recognition, and models on the edge.

02

We ship the state of the art into production.

Rarely more than a few weeks behind it, inside products your customers actually use.

03

Most AI agencies are 2 years old.

We’re a decade in, with published papers and open-sourced models.

04

Engineers who’ve built the hard version.

Forward-deployed, backed by the SOPs and experience of 50+ products.

Testimonials

Founders talking about what it was actually like.

Not written by us. Recorded calls with the people who signed the cheque and watched the thing ship.

Watch on YouTube
Published Work

We think in public. The industry builds on it later.

The frameworks, releases, and papers behind the systems we ship. Written down while they were still the frontier, before they became consensus.

All white papers
See all white papers

Working with the Ionio team has been incredible. They took our complex, undocumented codebase and turned it into a clean, production-ready system with proper CI/CD, testing, and documentation. Their technical depth and professionalism raised the bar for our own internal standards. Despite limited time zone overlap, communication was seamless, with constant progress updates and zero blockers. I fully trust and rely on the team for all future projects.

Shaun Brown

Orbit Metrics - Founder & CEO

Working with the team was an outstanding experience from day one. They helped us move from concept to a full SaaS MVP in just six weeks and kept iterating rapidly from there. Communication was clear despite the time zone gap, and their responsiveness during critical moments was exceptional. The project management and professionalism made development smooth and fast. I’d absolutely collaborate with this team again for future products.

Michael Guimarin

Wordout - Founder & CEO

We'd be happy to refer your work in future.

Anshula Chowdhury

Social Asset Measurements - Toronto, Ontario

 
Working with the team was an incredible experience from start to finish. They understood my idea instantly and delivered a solution before our first call. Communication was smooth, and their professionalism stood out throughout the project. What impressed me most was how effortlessly they bridged the gap between technical and non-technical understanding. I couldn’t recommend them more highly for anyone building something impactful.

Eanna Mac Gearailt

GrowthLab growthlab.ie

"Ionio are true professionals. Rohan took the time to understand our business needs, helped us setup an efficient cold emailing automation system, and patiently walked us through the entire process. It is rare to find a company that is as transparent, reliable, and committed as Ionio. Highly recommend!"

Jared AE

Winchester College

Working with the Ionio team has been an absolute pleasure. They built a solid MVP that helped us quickly go to market and scale. Communication was seamless across time zones — always quick, responsive, and collaborative on Slack and WhatsApp. The team consistently delivered high-quality work and made the entire process effortless. I’d fully recommend them to anyone looking for a reliable, world-class tech partner.

Reid Chong

Dex - Co-Founder

Ionio worked on our US hours with daily Slack updates — no timezone friction and no black-box surprises.Rohan already knew the pieces; they shipped a handwriting model and data-sourcing system in a couple weeks.That pipeline let us target the right prospects, acquire several assets, and generate multiple six-figure revenue on a $5–10k spend.

Alexander Pryor

PSA 10 Invesment Group - Co-Founder

Working with the Ionio team has been an incredible experience. They instantly understood my vision and turned my SaaS idea into a clean, user-friendly product that exceeded expectations. The team is fast, reliable, and always meets deadlines without compromising quality. They made even complex transitions, like a SaaS acquisition, feel smooth and stress-free. I’d recommend them to anyone looking for a talented, trustworthy development partner.

Thomas Manwaring

Hypemail - Founder & CEO

Working with the team has been nothing short of amazing. They took my concept, understood it deeply, and turned it into a working SaaS in just eight weeks. The process was smooth, communication effortless, and results exceptional. Their attention to detail and speed made everything feel easy. I genuinely trust them with every part of my product journey.

Greg Warner

Revvy - Founder

We'd be happy to refer your work in future.

Anshula Chowdhury

Social Asset Measurements - Toronto, Ontario

"Ionio exceeded our expectations in every aspect of building our MVP. Their ability to understand our vision, fill in the gaps in our requirements, and deliver a high-quality product within a tight timeline was truly impressive. The team's professionalism and dedication shone through, especially during the stressful launch period, where their round-the-clock support and quick resolution of issues were invaluable. With Ionio's expertise, we not only launched a successful MVP but also gained confidence in our product's potential. Working with Ionio was a game-changer for our startup journey!"

Brad Milne

SupplierHQ - Co-Founder

"Ionio is a good partner for startups because they are willing to work with the client throughout the entire development process.  This was essential for me as I didn't have a lot of experience building software products."

"Ionio is willing to take the time to understand the client's needs and build a product that meets their specific requirements.  This was invaluable to me as I was starting out and didn't have a clear vision for what the final product should look like."

Ryan Samii

Standard Draft - Founder & CEO

"I had the pleasure of working with Rohan and his team, and it was a truly enlightening experience. They guided us through a thorough Discovery phase, asking the right questions and genuinely listening to our needs. What impressed me the most was their ability to understand our concept and transform it into something concrete. They provided what we needed, not just what we asked for.

The collaboration involved creating flow diagrams and a first draft proof of concept, showcasing their capabilities. This allowed us to propose the idea to clients and gauge its viability.

Ionio's creativity and willingness to challenge our concepts were outstanding. They provided valuable guidance and made the creative process exciting.I highly recommend Ionio for their expertise, professionalism, and ability to turn ideas into tangible solutions."

Eric Bort

ClearlyTrained - Founder & CEO

"We needed to automate our monthly internal workflow to save time. I found Rohan, and his communication was excellent. They understood our needs, budget constraints, and North American business practices. We collaborated on the project workflow using flowcharts, Loom videos, and a Google Sheets mock-up. Rohan quickly understood and improved upon my ideas. They were transparent about pricing, timelines, and obstacles we faced. The fixed price agreement gave us peace of mind.

Ionio delivered the software on time and adapted to changes in our workflows. They were committed to project success and building a long-term relationship. The software saves us around 100shrs/ month and eliminates the need for virtual assistants. It streamlines our processes and facilitates scaling.

I highly recommend reaching out to Ionio for their exceptional work. Thank you, Rohan and Ionio!"

Jake Valentine

DealFlow - Founder

We'd be happy to refer your work in future.

Anshula Chowdhury

Social Asset Measurements - Toronto, Ontario

"Shout out to Rohan & the team at Ionio for their flawless communication and outstanding work on our SaaS project. We were facing a payment problem in the influencer agency space and needed technical talent…Rohan's communication was excellent, and he even suggested valuable improvements for our product. We provided designs and core functionality, and within eight weeks, they helped us ship our MVP. Rohan & the team at Ionio were proactive in debugging and implementing fixes. It was an incredible experience working with them.

I highly recommend Ionio for AI and SaaS projects. Thank you!"

Dean Sloves

PayBatch - Founder & CEO

We'd be happy to refer your work in future.

Anshula Chowdhury

Social Asset Measurements - Toronto, Ontario

"We consulted with the lonio team on a crucial piece of Infrastructure we were blocked on. In Just 2 sessions, they were able to unblock us and helped save thousands $$$. In trial and error cost. lf you're a bootstrapped SaaS founder. it's easy to skip critical infrastructure decisions that impact the long-term health of your software. This knowledge is usually very costly (either in time or in dev cost), so consulting with someone like Rohan and his team is a no-brainer if you need clarity on to what the best steps forward are. Do it even before you start coding, or as soon as possible! Bonus: Rohan is always happy to extend sessions and truly help out."

Yash Chavan

Saral - Founder & CEO

"Ionio has been exceptional. They have been accommodating with cultural and language barriers, and their availability during our working hours has made communication seamless. They provided valuable expertise and suggestions for our product roadmap. They consistently deliver on time with minimal bugs. Overall, Ionio has been the perfect partner for our outsourced development needs, and we look forward to continuing our collaboration in the future."

TJ Grottfried

Veerview - Founder & CEO

We'd be happy to refer your work in future.

Anshula Chowdhury

Social Asset Measurements - Toronto, Ontario

"Ionio has been a trusted partner to Recommendify for the last year. Their CEO Rohan is an invaluable source of advice on emerging technology trends and building remote teams in a cost-effective way."

Evan Dempsy

Recommendify - CEO

Rohan Sawant, the CEO of Ionio does excellent consulting work for my business. I can't say enough good things about him and his team of associates. He's a great guy to work with and he works hard for us. He has extensive technical knowledge of Web Development, Programming & Online Marketing. He's is always organized, responsive and accountable. He takes pride in his work and is highly motivated. He's a talented guy with a good work ethic. I could recommend him for all sorts of work and know he would do a good job.

Michael Stewart

US Commercial Photography Business Owner

The Ionio team is just fire. Want something done fast? “Yep Yep”. Want something cool and innovative? “We can do that”. Nothing is beyond their reach. They are available to chat, strategize and revise. Simply put - they get it done and we enjoy working with them. Great people!

Brooke D. Daye

FIT24 - Founder & CEO

We'd be happy to refer your work in future.

Anshula Chowdhury

Social Asset Measurements - Toronto, Ontario

Rohan and his team definitely know what they're talking about when it comes to building software. As an engineer myself, I can totally vouch for Rohan and his team! They're not one of those devs where they fuck you over with overpriced quotes and crappy made projects. Man really knows how to deliver, and most importantly -- executing fast on that.

Kristian Ivanov

Influetize

Holy SMOKES! I had the pleasure of getting to meet with Rohan and he patiently walked me through a ton of answers I've had about the SaaS game and the technical side of SaaS (where I'm most in the dark). Extremely helpful, sharp, highly recomended!

Brittany McDaniel

Text An Offer - CEO

I reached out to Rohan when I was looking for a development agency to build a SaaS for me. He was able to come up with the basic architecture within like 30 minutes then quickly sent over a technical overview, cost estimate, risks, limitations and more. Rohan even went out of his way to research and refer me to a few relevant projects - all based off a short description I gave Rohan of what I wanted. I was impressed by not only his technical proficiency but also his speed and transparency. Rohan knows his tech, I'd. happily trust him to build a SaaS for me any day. 

Steve Caruso

CEO - Cold Email Champs

I am a follower of Rohan on Twitter and I was always impressed by how well he understood SaaS. I was curious and had some questions about services and how he validates product ideas. I jumped on a call with Rohan at Ionio. I was impressed by Rohan's experience and advice he gave me on idea validation. If you are looking to get a SaaS or an App built, I would happily trust guys over at Ionio

Krisztian Gyuris

Kadabra Labs

Rohan (& the team) at Ionio provided excellent consulting on the development of our software application process coupled with insights into customer success and application. He inquired, listened, and provided solutions to help me, with selfless regard only for my own interest. If there is anyone interested in building software to help themselves or their customers' success, Rohan is the man for the job.

Ian Baun

Founder, Olexicon

"If you're in the exploratory, initial phase of your App Development venture, I highly encourage Rohan & the team at Ionio as a guide to walk you through it. They are the kind of personalities you need right now."

"Communication with Rohan is always warm, straightforward, and based on bidirectional trust that money just cannot buy. If you cannot afford to get it wrong the first time, you should go with Rohan."

SaaS Tux

CEO

I have had the delight and pleasure to be acquainted with Rohan Sawant over the past few years… He has made valuable contributions to the online community that we are both members… The projects that I have seen him work on have beencommunicated in a fashion that provokes interest and further questions… There is also the willingness to ask for information from other areas, and incorporateimportant concepts into his projects…  I look forward to the continuing progress of Rohan's work – this is one to watch.

Arlene Andrews

Context Tester / Writer

I had a new idea for a SaaS and was looking to validate the idea. I came across Rohan and we outlined some plans to get from A to B faster. Saving me a couple of days of planning, priceless.

SaaS Sniper


I approached Rohan for his suggestion regarding an issue I was trying to resolve. He has responded pretty soon and suggested few changes in the code which worked out in resolving the issue. He has good knowledge of various aspects of Web frameworks in Python. Thank you for your response and suggestions.

Naren Vema

Lead Developer at National Collateral Management Services

I had an issue with AWS Kinesis Video Stream SDK CPP library for compiling and building G Streamer plugin for kinesis video stream service. I found that Rohan was one of the contributor for the library and I hit him up for a solution. With his great python knowledge and experience using docker, he suggested me the best solution that I could get for the problem. He was really responsive and professional in his way of explaining on how to tackle the issue.

Harkirat Grewal

Student Researcher at WIMTACH

Not many people can be so efficient and helpful as Rohan was. He is knowledgeable and a pleasure to work with. When I was going through the hardships of my current project, he was somebody that I trusted and  looked toward for guidance and advice. His overall presence had a positive impact on my work along with my individual knowledge. He helped me in understanding Azure infrastructure and many more. I'm sure he'll be an asset to any organization he joins.

Chaitanya Lakshmi Indukuri

AWS Certified Solutions Architect

Rohan has an extremely strong grasp over the intricacies, complexities, and Challenges of working with Deep Learning, Machine Learning, and Software in general. I reached out to Rohan when I needed help with an OpenCV Python issue I was having trouble with. He was surprisingly excited to help me with it, Rohan was able to fix something less than an hour. He even went on to answer my corresponding Stack Overflow. So that others could benefit from it as well. Rohan is technically strong, a real people person and someone whom I can see myself collaborating with for several projects to come in the near future.

Sajjad Rostami

PhD in AI

Stop Guessing. Start Growing.

Still have questions? Let's talk. Book a 30-min strategy call

We are a very lean core team, so can only take on 3-5 partners at a time. The next step is a 30-minute AI Strategy Call where we'll map your market's biggest opportunity. You’ll meet me, Rohan Sawant, Founder.

Your #1 Opportunity Identified
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Frequently Asked Questions

"How is this different from hiring 3 ML engineers?"

An engineering team builds what you spec. We bring a proven framework—market deconstruction, adoption playbooks, ROI dashboards—that ensures the feature wins. You're buying a 5x faster path to revenue, not just code.

"What if Shopify launches this feature tomorrow?"

That's exactly why we build moats, not features. Our architectures use your proprietary data and customer relationships—things Shopify can't replicate. We future-proof against commoditization.

"Can we start small to prove ROI?"

Every engagement starts with a $5-25K AI Strategic Audit. You get the full battlefield map before committing to build. No blind bets.

"Our in-house team is already experimenting with AI."

Perfect. We embed with them, upskill them in our 90-day sprint, and ship 10x faster. You keep the IP; we keep the execution risk.

"How do you measure success?"

We build board-ready dashboards that track impact on churn, LTV, and upgrade rates. If we can't measure it, we don't ship it.

"What's the catch?"

We are a very lean core team, so can only take on fewer than 3-5 partners at a time. We work better with companies who have flat hierarchies, lack of extended middle management, those who value relentless intensity & total ownership in execution over red tape, busy work & politics. We would not be a good fit for slow-moving organizations resistant to change, iteration & speed.