
Mithat Can Ulubay
104 posts

Mithat Can Ulubay
@mculubay
Founder, CEO @Magnos_AI | Co-founder, President @FloraForGood | Former PE Investor, Tech M&A @GoldmanSachs, MBA @StanfordGSB
New York, USA Katılım Kasım 2009
989 Takip Edilen320 Takipçiler
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Fragmented data. Manual workflows. Slow decisions. Millions left on the table.
After a decade as a Goldman Sachs banker, PE investor, and 8-figure operator, I kept hearing the same problem from CEOs and finance leaders.
Today, we’re launching @Magnos_AI to solve it.
👇
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You should always bet on @Fenerbahce fans.
Why? Because no club trains resilience like this one.
Among teams across top global leagues, Fenerbahce has the highest runner-up frequency at 38%, with 26 second-place finishes in 68 seasons.
My high school is the birthplace of our main rival, @GalatasaraySK, yet I stayed loyal while many friends switched sides.
We have won 19 titles, but have not been champions for 11 years. That is exactly the point: Fenerbahce fans keep showing up even when the trophy does not.
Fans of @FCBarcelona, @Arsenal, @BVB, @OM_Officiel, @Lakers, or @NHLBruins will understand.
That kind of loyalty is rare.
Great businesses are not built by winning every day. Some days a customer walks away, a target is missed, or a great team member leaves. The people who stand out are the ones who stay committed, take the hits, and keep building anyway.
If you are a @GalatasaraySK, @FCBayern, @realmadrid, or @juventusfc fan, share this post and enjoy life on easy mode.

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@a16z published their Big Ideas for 2026, and the first one is exactly what we’re building at Magnos for finance teams.
Turning unstructured data from disconnected systems and spreadsheets into a real-time operating model that agents can use to make critical decisions with financial impact is at the core of what we’re building.
To make that work, 3 things need to happen:
1. Multi-agent Collaboration
In a world where agents work side by side, you need an agent to call the shots when a procurement agent needs approval for a purchase order or a product agent wants the green light on additional headcount for a new initiative.
@aleximm is right that today, most AI still operates in silos. Magnos is building the coordination layer, integrated across a company’s data sources, context, and financial objectives, that enables an orchestrator agent to make the big decisions.
2. Controlling the Intelligent Execution Layer
@sarahdingwang mentions that the long-term leverage will not come from owning another passive system of record. It will come from owning the layer where data, context, and decisions come together.
And which function is best positioned to own this? Finance.
Finance teams already own reporting, planning, and performance analysis. What they often lack is the infrastructure and analytical capacity to do this continuously and at scale. Magnos gives them the operating layer to move from reporting the business to helping run it.
3. Solving the Context Problem
I agree with @JasonSCui, this is one of the hardest problems to solve. OpenAI or Claude don’t understand how your business actually works. They don’t know your definitions, your operating logic, your constraints, your market, or how your company makes money. Simply plugging your data into a model only gets you so far.
Reliable AI requires the right business definitions, relationships, and context across systems, teams, and external signals.
At Magnos, we’re building internal agents that automate data integration and context enrichment, compressing operating model build times from months into days and compounding the quality of recommendations over time.
If you’re interested in building one of a16z’s big ideas, we’re hiring. Let’s chat.
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Fragmented data. Manual workflows. Slow decisions. Millions left on the table.
After a decade as a Goldman Sachs banker, PE investor, and 8-figure operator, I kept hearing the same problem from CEOs and finance leaders.
Today, we’re launching @Magnos_AI to solve it.
👇
English

@robgabel @gokulr @bznotes @Lux_Capital @CorrelationVC @Fisbecer @srhtydgd @fethikamisli @cemgarih @AhmetFaralyali Thanks Rob, really appreciate that. The updates have definitely kept us focused every month. We’ll keep delivering and bring it to the finish line with the same rigor.
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@gokulr @mculubay @bznotes @Lux_Capital @CorrelationVC @Fisbecer @srhtydgd @fethikamisli @cemgarih @AhmetFaralyali Congrats Mithat! I love your monthly investor updates, for both the accountability, info and top of mind-ness that I’m sure has a lot to do with your momentum and success
All startups should do this, few do
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Five years ago, I came to America with a dream: build healthy, sustainable products people love.
That dream became @FloraForGood.
Today I’m starting a new chapter. 🚀

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@gokulr @bznotes @Lux_Capital @CorrelationVC @Fisbecer @srhtydgd @fethikamisli @cemgarih @AhmetFaralyali @robgabel Thank you, Gokul. Grateful for your support and all the intros over the years. Buckle up for the next launch. 🚀
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@mculubay @bznotes @Lux_Capital @CorrelationVC @Fisbecer @srhtydgd @fethikamisli @cemgarih @AhmetFaralyali @robgabel Congrats Mithat - it's been a pleasure supporting you over the years! Excited for your next challenge!!!!
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@bznotes @Lux_Capital @CorrelationVC @gokulr @Fisbecer @srhtydgd @fethikamisli @cemgarih @AhmetFaralyali @robgabel Thank you, Bilal, for always being on our side. Grit and perseverance are how you get it done.
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@mculubay @Lux_Capital @CorrelationVC @gokulr @Fisbecer @srhtydgd @fethikamisli @cemgarih @AhmetFaralyali @robgabel Awesome work so far.
I love founders with grit and perseverance.
Go forth and conquer! 👊
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Deeply grateful to the team, partners and investors who believed in us early and stood with us through every high and low:
@Lux_Capital, @CorrelationVC, @gokulr, @bznotes, @Fisbecer, @srhtydgd, @fethikamisli, @cemgarih, @AhmetFaralyali, @robgabel, and all the others who supported us along the way.
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@Shwinnabego Mostly correct, yet @grunsdaily founder is a Stanford MBA and they have a very professional branding.
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I think one reason MBA types struggle in ecomm and consumer is the early winners look relatively low status. Look at brands like hollow, primal queen, gruns, true classic, etc. No $250k brand book. No aesthetically optimized site or brand. Often “cheap” looking and unserious. Creator partners and tiktok shop affiliates that aren’t well known. Face to camera founder ads that they aren’t willing to make. Near impossible to do when all your friends are working at prestigious shops or companies.
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