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Prototype → production, then AI-productionized.

The senior team that shipped for Apple, Disney, and Meta now builds your product — one tier above the AI build tools.

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The team that shipped for Apple, Disney, and Meta now builds your product.

  • Apple
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  • Meta (Facebook @Scale)
  • Kodak
  • HP

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Product & Platform Engineering

Prototype → production software & platform engineering.

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AI & Data Solutions

AI strategy, build, and productionization — GenAI, analytics, NLP, agentic.

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Marquee builds across media, finance, healthcare, and commerce.

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Product engineering & applied AI for funded startups, brands, and mission organizations. The senior team that shipped for Apple, Disney, and Meta now builds your product.

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  • Services

    Service AI & Data Solutions AI strategy, build, and productionization — GenAI, analytics, NLP, agentic. Home › Services › AI & Data Solutions Service Generative AI Production-grade GenAI — from a demo to a reliable, observable system. Home › Services › AI & Data › Generative AI Service Agentic AI Autonomous, observable AI workflows wired into your stack. Home › Services › AI & Data › Agentic AI
  • AI

    AI AI Readiness Assessment Gauge your AI readiness in 5 minutes — a deterministic self-diagnostic. Home › AI › Readiness Assessment AI AI for Nonprofits Mission-first AI. Free consultation for 501(c)(3) organizations. Home › AI › For Nonprofits
  • Case studies

    Case study SignDesigns.Ai — founder build Prototype → production for a founder product, with senior engineers. Home › Work › SignDesigns.Ai Case study ARNI — applied AI assistant An applied AI assistant build, designed and shipped end-to-end. Home › Work › ARNI Case study Client (confidential) — AI productionization AI productionization in a regulated environment (outcome de-identified). Home › Work › AI Productionization
  • Articles

    Article From demo to production: GenAI that survives users The gap between a prototype and a productionized AI system. Home › Insights › Artificial Intelligence Article DevSecOps with Bullfrog Hardening AI-era delivery pipelines without slowing the team down. Home › Insights › Architecture
  • Industries

    Industry Financial & Compliance AI & data under regulatory constraint — built for audit and scale. Home › Industries › Financial & Compliance
  • Pages

    Page Engagement & Pricing Advisory · Build · Embedded — including AI productionization engagements. Home › Company › Engagement & Pricing

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