From Idea to AI in 90 Days: Why We Built Hop → Skip → Jump
From Idea to AI in 90 Days: Why We Built Hop → Skip → Jump
By
Mike McCormick
on •
Jun 30, 2025

At Artium, we've been lucky to partner with some of the most ambitious companies in the world—teams that aren't just talking about generative AI, but building with it. And if there's one thing we've learned, it's this: the path from inspiration to impact is shorter than most people think. But only if you structure it that way.
That's why we created Hop → Skip → Jump.
We didn't just package our services for convenience. We designed a sequence that reflects what we've seen time and again in the field: the need for speed, the hunger for clarity, and the importance of delivering something real—something working—before organizational momentum gets lost in ambiguity, fear, or indecision.
We started with a simple idea:
help people win the next board meeting
Many of our clients are trying to make bold moves. They've stood in front of a board, an executive team, or a product council and said: "We're going to use AI to change how we work." That's the first courageous step. But what happens next?
Too often, the answer is: a lot of wheel-spinning. Internal experiments that never escape the lab. Strategy decks full of buzzwords. Weeks of reading vendor white papers instead of shipping code.
We break that pattern.
Hop and Skip to fit inside a single quarter. That way, a decision-maker can walk into one board meeting saying "we're kicking off an AI initiative," and walk into the next with a pilot in hand—demonstrable, deployed in their environment, and shaped by real user feedback.
That kind of result doesn't just win support. It builds credibility. It creates gravity. It makes the next investment conversation a lot easier.
Hop Builds Clarity, Skip Builds Momentum
In the Hop phase, we move fast. We use our infrastructure, non-production data, and a shared environment to explore the feasibility of a promising idea. We're not hunting for novelty—we're looking for clarity. What would this idea actually take? What constraints are hiding beneath the surface? What shape should this take, technically, given your architecture, compliance, and team structure?
We don't leave you with a vague report or a backlog of what-ifs. We leave you with demonstrable code, notebooks, and a roadmap—something you can show to your team to align everyone around what's next. In just four weeks, you've gone from theory to tangible.
Skip takes that output and brings it to life in your world. We deploy a real pilot in your infrastructure. Real beta users can click around, give feedback, and help you see how this thing actually performs. And because we've done Hop, we're not guessing—we're building on a tested foundation. Over eight weeks, you get functional software, an updated delivery plan, and the user signal you need to make your next move with confidence.
Skip is often the moment our clients say, "Oh, this is working." And more importantly, "Now I can go get the resources to scale it."
Jump Takes You to Production
(Without the Leap of Faith)
Jump is where we go all-in. The software we build here is ready for production users, integrated into your systems, and supported by everything you'd expect from enterprise-grade delivery: observability, security, compliance, scalability.
But what makes this process different is that by the time you get to Jump, you're not taking a leap of faith. You've already validated the use case. You've already seen the pilot work in your environment. You've already aligned stakeholders and secured the necessary support.
That's the beauty of doing it in sequence. Each step de-risks the next.
OpenAI is building with us
Artium is proud to be one of just a few US-based software consultancies selected by OpenAI as a solutions partner. We were handpicked because we know how to get real systems into production quickly, and with the quality enterprise clients demand.
That partnership doesn't just give us early access or shiny logos. It gives our clients confidence. When you work with us, you're getting a team that OpenAI trusts to help their biggest, most strategic customers get agentic applications working in the real world.
We also work across the ecosystem—with Anthropic, Google, Amazon, and others—because the right answer isn't always a single model. It's the right architecture, the right evaluation process, and the right team.
Real software. Real stakes. Real results.
The companies we work with don't need more inspiration. They need results.
A major live events company came to us after several internal attempts to build a chat-based discovery experience. Eight weeks later, they had a working proof of concept that reflected their brand and thrilled their users.
A leading telecommunications provider wanted to prove that 5G and AI could transform live sports. In ten weeks, we built them an app that delivered highlight replays from user-submitted videos—nearly instantly.
A healthcare technology company had a hypothesis that AI could help reduce prescription prior authorization failures. In just over two months, they didn't just validate the idea—they had a working system heading into its next phase of development.
These aren't science projects. They're stories of strategy, velocity, and execution.
Ready to Make Your Move?
We've built this process so you can move fast, build trust, and ship software that matters. If you've got an AI idea—and the courage to pursue it—we'd love to work with you.
Let's scope it together. One quarter from now, you could be showing your team, your board, or your customers what AI can really do.
At Artium, we've been lucky to partner with some of the most ambitious companies in the world—teams that aren't just talking about generative AI, but building with it. And if there's one thing we've learned, it's this: the path from inspiration to impact is shorter than most people think. But only if you structure it that way.
That's why we created Hop → Skip → Jump.
We didn't just package our services for convenience. We designed a sequence that reflects what we've seen time and again in the field: the need for speed, the hunger for clarity, and the importance of delivering something real—something working—before organizational momentum gets lost in ambiguity, fear, or indecision.
We started with a simple idea:
help people win the next board meeting
Many of our clients are trying to make bold moves. They've stood in front of a board, an executive team, or a product council and said: "We're going to use AI to change how we work." That's the first courageous step. But what happens next?
Too often, the answer is: a lot of wheel-spinning. Internal experiments that never escape the lab. Strategy decks full of buzzwords. Weeks of reading vendor white papers instead of shipping code.
We break that pattern.
Hop and Skip to fit inside a single quarter. That way, a decision-maker can walk into one board meeting saying "we're kicking off an AI initiative," and walk into the next with a pilot in hand—demonstrable, deployed in their environment, and shaped by real user feedback.
That kind of result doesn't just win support. It builds credibility. It creates gravity. It makes the next investment conversation a lot easier.
Hop Builds Clarity, Skip Builds Momentum
In the Hop phase, we move fast. We use our infrastructure, non-production data, and a shared environment to explore the feasibility of a promising idea. We're not hunting for novelty—we're looking for clarity. What would this idea actually take? What constraints are hiding beneath the surface? What shape should this take, technically, given your architecture, compliance, and team structure?
We don't leave you with a vague report or a backlog of what-ifs. We leave you with demonstrable code, notebooks, and a roadmap—something you can show to your team to align everyone around what's next. In just four weeks, you've gone from theory to tangible.
Skip takes that output and brings it to life in your world. We deploy a real pilot in your infrastructure. Real beta users can click around, give feedback, and help you see how this thing actually performs. And because we've done Hop, we're not guessing—we're building on a tested foundation. Over eight weeks, you get functional software, an updated delivery plan, and the user signal you need to make your next move with confidence.
Skip is often the moment our clients say, "Oh, this is working." And more importantly, "Now I can go get the resources to scale it."
Jump Takes You to Production
(Without the Leap of Faith)
Jump is where we go all-in. The software we build here is ready for production users, integrated into your systems, and supported by everything you'd expect from enterprise-grade delivery: observability, security, compliance, scalability.
But what makes this process different is that by the time you get to Jump, you're not taking a leap of faith. You've already validated the use case. You've already seen the pilot work in your environment. You've already aligned stakeholders and secured the necessary support.
That's the beauty of doing it in sequence. Each step de-risks the next.
OpenAI is building with us
Artium is proud to be one of just a few US-based software consultancies selected by OpenAI as a solutions partner. We were handpicked because we know how to get real systems into production quickly, and with the quality enterprise clients demand.
That partnership doesn't just give us early access or shiny logos. It gives our clients confidence. When you work with us, you're getting a team that OpenAI trusts to help their biggest, most strategic customers get agentic applications working in the real world.
We also work across the ecosystem—with Anthropic, Google, Amazon, and others—because the right answer isn't always a single model. It's the right architecture, the right evaluation process, and the right team.
Real software. Real stakes. Real results.
The companies we work with don't need more inspiration. They need results.
A major live events company came to us after several internal attempts to build a chat-based discovery experience. Eight weeks later, they had a working proof of concept that reflected their brand and thrilled their users.
A leading telecommunications provider wanted to prove that 5G and AI could transform live sports. In ten weeks, we built them an app that delivered highlight replays from user-submitted videos—nearly instantly.
A healthcare technology company had a hypothesis that AI could help reduce prescription prior authorization failures. In just over two months, they didn't just validate the idea—they had a working system heading into its next phase of development.
These aren't science projects. They're stories of strategy, velocity, and execution.
Ready to Make Your Move?
We've built this process so you can move fast, build trust, and ship software that matters. If you've got an AI idea—and the courage to pursue it—we'd love to work with you.
Let's scope it together. One quarter from now, you could be showing your team, your board, or your customers what AI can really do.
At Artium, we've been lucky to partner with some of the most ambitious companies in the world—teams that aren't just talking about generative AI, but building with it. And if there's one thing we've learned, it's this: the path from inspiration to impact is shorter than most people think. But only if you structure it that way.
That's why we created Hop → Skip → Jump.
We didn't just package our services for convenience. We designed a sequence that reflects what we've seen time and again in the field: the need for speed, the hunger for clarity, and the importance of delivering something real—something working—before organizational momentum gets lost in ambiguity, fear, or indecision.
We started with a simple idea:
help people win the next board meeting
Many of our clients are trying to make bold moves. They've stood in front of a board, an executive team, or a product council and said: "We're going to use AI to change how we work." That's the first courageous step. But what happens next?
Too often, the answer is: a lot of wheel-spinning. Internal experiments that never escape the lab. Strategy decks full of buzzwords. Weeks of reading vendor white papers instead of shipping code.
We break that pattern.
Hop and Skip to fit inside a single quarter. That way, a decision-maker can walk into one board meeting saying "we're kicking off an AI initiative," and walk into the next with a pilot in hand—demonstrable, deployed in their environment, and shaped by real user feedback.
That kind of result doesn't just win support. It builds credibility. It creates gravity. It makes the next investment conversation a lot easier.
Hop Builds Clarity, Skip Builds Momentum
In the Hop phase, we move fast. We use our infrastructure, non-production data, and a shared environment to explore the feasibility of a promising idea. We're not hunting for novelty—we're looking for clarity. What would this idea actually take? What constraints are hiding beneath the surface? What shape should this take, technically, given your architecture, compliance, and team structure?
We don't leave you with a vague report or a backlog of what-ifs. We leave you with demonstrable code, notebooks, and a roadmap—something you can show to your team to align everyone around what's next. In just four weeks, you've gone from theory to tangible.
Skip takes that output and brings it to life in your world. We deploy a real pilot in your infrastructure. Real beta users can click around, give feedback, and help you see how this thing actually performs. And because we've done Hop, we're not guessing—we're building on a tested foundation. Over eight weeks, you get functional software, an updated delivery plan, and the user signal you need to make your next move with confidence.
Skip is often the moment our clients say, "Oh, this is working." And more importantly, "Now I can go get the resources to scale it."
Jump Takes You to Production
(Without the Leap of Faith)
Jump is where we go all-in. The software we build here is ready for production users, integrated into your systems, and supported by everything you'd expect from enterprise-grade delivery: observability, security, compliance, scalability.
But what makes this process different is that by the time you get to Jump, you're not taking a leap of faith. You've already validated the use case. You've already seen the pilot work in your environment. You've already aligned stakeholders and secured the necessary support.
That's the beauty of doing it in sequence. Each step de-risks the next.
OpenAI is building with us
Artium is proud to be one of just a few US-based software consultancies selected by OpenAI as a solutions partner. We were handpicked because we know how to get real systems into production quickly, and with the quality enterprise clients demand.
That partnership doesn't just give us early access or shiny logos. It gives our clients confidence. When you work with us, you're getting a team that OpenAI trusts to help their biggest, most strategic customers get agentic applications working in the real world.
We also work across the ecosystem—with Anthropic, Google, Amazon, and others—because the right answer isn't always a single model. It's the right architecture, the right evaluation process, and the right team.
Real software. Real stakes. Real results.
The companies we work with don't need more inspiration. They need results.
A major live events company came to us after several internal attempts to build a chat-based discovery experience. Eight weeks later, they had a working proof of concept that reflected their brand and thrilled their users.
A leading telecommunications provider wanted to prove that 5G and AI could transform live sports. In ten weeks, we built them an app that delivered highlight replays from user-submitted videos—nearly instantly.
A healthcare technology company had a hypothesis that AI could help reduce prescription prior authorization failures. In just over two months, they didn't just validate the idea—they had a working system heading into its next phase of development.
These aren't science projects. They're stories of strategy, velocity, and execution.
Ready to Make Your Move?
We've built this process so you can move fast, build trust, and ship software that matters. If you've got an AI idea—and the courage to pursue it—we'd love to work with you.
Let's scope it together. One quarter from now, you could be showing your team, your board, or your customers what AI can really do.