AI Studio
The AI products that will define wholesale distribution shouldn't be built by people who've never worked inside the business. They should be built with you.
Shape the next generation of intelligence products for your industry.
Every distribution sector has challenges that aren't unique to one company — they're structural. The manual quoting process that buries every HVAC branch. The pricing complexity that every industrial distributor manages through spreadsheets. The supersession chaos that every automotive parts distributor navigates daily.
These aren't consulting problems. They're product opportunities. And the distributors who help build those products get to operate with them first — before the rest of the industry catches up.
AI Studio is how Torinit turns industry-wide challenges into AI-powered products. We bring the capital, the engineering, and the product team. You bring something no amount of engineering can replace: the operational reality, the domain expertise, and the daily experience of running a distribution business.
What the founding distribution partner receives.
A product designed from your operations, not a vendor's assumptions.
Every workflow, every edge case, every "that's how we actually do it" moment that your team shares becomes part of the product's DNA. You don't adapt to fit a tool. The tool is built around how your business actually operates.
First-mover advantage in your sector.
You operate with the product months before it reaches the broader market. While your competitors are still evaluating, you're already running — with intelligence embedded in your daily operations that they don't have access to yet.
Founding partner terms — permanently.
Your licensing terms reflect the role you played in creating the product. They don't expire. They don't renegotiate to market rate after year one. The distributors who help build the product receive recognition in the economics for as long as they use it.
A dedicated product team that never stops improving it.
This isn't a project with an end date. Torinit maintains, improves, and evolves every Studio product continuously. New features, new capabilities, new integrations — driven by data from the growing user base. You benefit from every improvement without funding the development.
We fund the product. You invest your expertise.
Torinit commits the full investment — product design, AI engineering, infrastructure, and go-to-market. We take the financial risk of building something the market may or may not adopt.
Your contribution is time and access:
Working sessions with your team.
Access to observe real workflows.
Feedback on prototypes.
Validation that what we're building actually solves the problem the way a distributor needs it solved.
No development responsibility. No obligation to purchase if the product doesn't meet your expectations.
We retain ownership of the intellectual property because that's what allows us to bring the product to market, invest in its continuous improvement, and build a team dedicated to its long-term evolution. That ownership is what makes this a product, not a consulting deliverable — and it's what guarantees the product keeps getting better long after the initial build is complete.
MONARO.AI
This is how Monaro.ai happened.
How It Started
It started with a discovery engagement across seven HVAC and plumbing distribution branches — $200M in collective annual revenue. Our workshops revealed that commercial sales teams were spending thousands of hours per year on the same manual process: reading mechanical drawings page by page, counting every fitting and fixture, and assembling quotes in spreadsheets before a single price could go out the door.
Deep Dive
The deeper we looked, the clearer it became — this wasn't one distributor's problem. Every HVAC and plumbing distributor with a commercial sales operation was buried in the same workflow. The pain was structural, not situational.
Solution
So we built Monaro.ai — an AI platform that reads mechanical drawings, extracts complete bills of materials, and compresses the quoting process from hours to minutes at 95% confidence. Our founding distribution partner shaped every feature. They were the first to use it. They operate on founding partner terms that reflect the role they played in creating it.
Impact
Today, Monaro.ai serves distributors across North America. The branches that helped build it have been quoting faster and winning more work since day one.
We are engineers and former distribution operators who understand that enterprise intelligence systems must meet higher standards than consumer applications or experimental projects. Our expertise combines distributed systems engineering, machine learning infrastructure, ERP integration, and deep distribution domain knowledge.
Is your business the right fit for AI Studio?
Studio partnerships work best when three things align:
Focused Engagement Path
You operate in one of our priority distribution sectors at meaningful scale — typically $200M or more in annual revenue. You don't need to be the biggest. You need to be operationally sophisticated enough that your workflows represent how the industry works, not just how one company works.
Multi-Phase Intelligence Roadmap
There's a specific challenge in your business that you believe every distributor in your sector faces. Not a unique internal problem — a structural, industry-wide pain point that has never had a purpose-built product to solve it.
Rapid Intelligence Assessment
Your leadership team sees the value in shaping a product rather than just buying one. You're willing to open your doors, share your expertise, and collaborate in building something that raises the bar for the entire industry.
If that sounds like you, this is one of the most valuable partnerships a distribution company can enter — not because of what it costs (it costs you nothing financially) but because of what it creates.
Start with a conversation.
Studio partnerships don't start with an application form. They start with a conversation about a challenge — something your team deals with every day that you suspect isn't unique to your company. Sometimes it comes up during a Discovery engagement. Sometimes a CEO mentions it at a conference. Sometimes it's an email that starts with "I've been thinking about this problem for years and nobody has built a good solution."
If you have that problem — or even half of one — we want to hear about it. Not every conversation becomes a Studio engagement. But the ones that do have the potential to create something that changes how an entire sector operates.
The right engagement depends on the problem.
AI Consulting
Your challenges are specific to your business. You need dedicated solutions that you fully own and control.
AI Studio
The challenge you're facing exists across your entire industry. Torinit invests in building a product. You shape it and get first access.
Co-Innovation Partnership
You want to co-own the AI products built for your sector. Shared investment, shared ownership, shared upside.
Not sure which model fits? Start with a Discovery Conversation.
Ready to transform your distribution business?
Schedule a consultation to discuss how our methodology can deliver measurable results for your organization.