@antonio.figueroa3
Antonio FigueroaARR verified on AI LoungeFounder▲6
Founder and CEO, Raken AI Labs
6d ago · Fundraising & Exits, GTM, Introductions · Fort Lauderdale

Built a vertical-AI and data business in LATAM, planning the US move, would love your advice

Hi all, first post here. I run Raken AI Labs. Over the last couple of years we built a vertical-AI and data business serving large CPG, retail and manufacturing companies across Latin America. We build production-grade AI agents and data platforms that automate real business decisions, pricing, demand, promotions and expansion, and we run several of them as managed services, so a meaningful part of our revenue is recurring.

A bit of proof: pricing models that lifted margin, expansion models with a high hit-rate, and managed analytics cells embedded inside enterprise clients. We deliver with senior nearshore LATAM talent and partner with Snowflake, Qlik, Dataiku and Google.

Now I want to expand into the United States. I think our specialized AI capability and our CPG, retail and manufacturing track record travel well to US corporate and mid-market. To do it right, part of the plan likely needs growth capital or a strategic investor or partner who can open US doors, not just write a check. I want to get the approach right before I run at it.

Where I would really value advice from this group:

For a LATAM-based, founder-led company that mixes services and IP, what is the most credible path to enter the US?

Capital versus strategic partner for US expansion specifically: what worked for you, what would you avoid?

How do you build enough US proof and pipeline before, or without, a big raise?

Happy to trade notes with anyone who has walked this path. Thanks.

#Agents#foundraising#GTM#scaling

Comments2

  • @ryanallis
    Ryan Allis
    Founder of AI Lounge and SaasRise, helping founders reach $100M+ exits
    6d ago

    The pricing models that lifted margin are probably your best calling card for US CPG buyers and investors, but only with a real number attached. Could you share how many margin points one of those pricing projects added for a client, and over how many months, so people here can judge how strong your story is before you pick between growth capital and a strategic partner?

  • @antonio.figueroa
    Antonio Figueroa
    Production-grade AI agents and data platforms that automate the decisions moving the P&L in CPG, retail and manufacturing.
    4d ago

    Our platform supports a regional CPG company with a revenue of $4 billion in production. They are getting 10% additional margin on products and channels supported by our platform.

    others plataforms like RFM segmentation 18% lift on marketing campaigns, Expansion model increasing batting rate (9 out 10) new stores are success all models al ready proven in customers like Nestle, Starbucks, Dominios, Casino chains, convenience stores., etc

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