# Tribe AI > Tribe takes enterprise AI from ambition to production. We help enterprises become AI-native — building the AI that ships, scales, and compounds — backed by a network of senior AI engineers, data scientists, and ML practitioners. Tribe AI partners with companies (and partners such as Anthropic, OpenAI, AWS, and Google Cloud) to design, build, and deploy production AI systems: applied LLM and GenAI products, ML platforms, and data infrastructure across industries. ## Start here - [Home](https://www.tribe.ai/): What Tribe does and who we work with. - [Case studies](https://www.tribe.ai/case-studies): Outcomes from production AI engagements. - [Articles](https://www.tribe.ai/articles): Writing on applied AI, LLMs, and ML practice. - [Newsroom](https://www.tribe.ai/newsroom): Press and announcements. - [Careers](https://www.tribe.ai/careers): Open roles in the Tribe network. - [Contact](https://www.tribe.ai/contact): Start a conversation. - [Press](https://www.tribe.ai/press): Media assets, leadership bios, and company boilerplate. ## Recent articles - [Introducing our CTO](https://www.tribe.ai/articles/introducing-our-cto): Ex-Stitch Fix and DocuSign engineering leader joins Tribe to scale its forward deployed engineering organization. - [Introducing the New Tribe: The human is the unlock](https://www.tribe.ai/articles/introducing-the-new-tribe): Introducing Tribe's new brand identity — why we built it, who we built it with, and the belief at its center: the human is the unlock. - [Why we bought a recruiting firm](https://www.tribe.ai/articles/why-we-bought-a-recruiting-firm): Last week, OpenAI and Anthropic both announced deployment companies. Google is scaling forward deployed engineering hiring. The pattern is unmistakable: the labs and hyperscalers have figured out that the biggest constraint on enterprise AI adoption isn’t the models. It’s the people who can put them to work inside enterprises. - [We measured every person at our company on AI. Here's what we learned.](https://www.tribe.ai/articles/we-measured-every-person-at-our-company-on-ai-heres-what-we-learned): We scored every employee across six dimensions of AI capability. The full framework, the surprising findings, and a self-assessment prompt you can run with your own team. - [Your Brand, at Scale: Introducing Brand Voice for Claude Cowork](https://www.tribe.ai/articles/your-brand-at-scale-introducing-brand-voice-for-claude-cowork) - [Building for an Exponential Moment](https://www.tribe.ai/articles/building-for-an-exponential-moment): AI is compressing timelines faster than companies were built to absorb. Planning cycles are shortening, assumptions are breaking, and the cost of misalignment is rising. In this environment, the question is not wheth… - [Securing MCPs for the Autonomous Age: Your AI Assistant Just Leaked Your Customer Database](https://www.tribe.ai/articles/securing-mcps-for-the-autonomous-age-your-ai-assistant-just-leaked-your-customer-database): It’s 9:47 AM on a Tuesday. Your AI assistant helpfully summarizes the quarterly sales report you requested. What you don’t see: it just sent your entire customer database to a server in Eastern Europe. - [The Role That’s Forging a New Path for AI Engineers](https://www.tribe.ai/articles/the-role-thats-forging-a-new-path-for-ai-engineers): We’re at an inflection point in AI. Codegen is accelerating development, foundation models are stronger and more accessible, and the barriers to building have never been lower. - [OpenAI’s New Realtime API Updates: Enterprise Applications & Impact](https://www.tribe.ai/articles/openais-new-realtime-api-updates-enterprise-applications-impact): The latest introduces new and improved functionality that tightly aligns with real enterprise needs. With natural-sounding voices and robust instruction following, the model is now deployable across high-volume, comp… - [Six Years In: What We Got Right—And Where We’re Going](https://www.tribe.ai/articles/six-years-of-tribe): When we started Tribe in 2019, we weren’t chasing hype. We were responding to something much less obvious, but far more enduring: the growing divide between what was possible in technology and what was possible for mo… - [Legacy Code Modernization with Claude Code: Breaking Through Context Window Barriers](https://www.tribe.ai/articles/legacy-code-modernization-with-claude-code-breaking-through-context-window-barriers): Every enterprise architect has faced the same challenge: mission-critical legacy systems like COBOL billing processing millions in daily transactions, VB6 payroll applications, and decade-old Java codebases that conta… - [Claude at Scale: Optimizing Cost & Performance for Enterprise AI](https://www.tribe.ai/articles/claude-at-scale-optimizing-cost-and-performance-for-enterprise-ai): AI agents have transformed how we handle repetitive workflows, and their impact is particularly profound when processing large volumes of data. According to , 43% of AI tasks involve direct automation, with computer a… - [A Quickstart for Measuring the Return on Your Claude Code Investment](https://www.tribe.ai/articles/a-quickstart-for-measuring-the-return-on-your-claude-code-investment): Coding tools like Claude Code promise to attach jetpacks to developers, and the data backs it up. With , teams are seeing real productivity gains that go far beyond simple code completion and that models can automate… - [Tribe AI × OpenAI Cookbook: Practical Guide to OpenAI Model Selection](https://www.tribe.ai/articles/tribe-ai-openai-cookbook-practical-guide-to-openai-model-selection): As part of our , we co-authored a hands-on guide to help technical teams move from experimentation to production by selecting the right OpenAI models for real-world workloads. - [Announcing Our Collaboration with OpenAI](https://www.tribe.ai/articles/announcing-our-collaboration-with-openai): We’re thrilled to announce our collaboration with OpenAI to help enterprises turn the promise of frontier AI into real-world impact. - [Tribe AI Achieves AWS Generative AI Competency](https://www.tribe.ai/articles/tribe-ai-achieves-aws-generative-ai-competency): Tribe AI earns the AWS Generative AI Competency, showcasing expertise in delivering scalable, secure, and impactful AI solutions. Learn how we help businesses solve real challenges and achieve measurable results with GenAI. - [Tribe's First Fundraise](https://www.tribe.ai/articles/tribes-first-fundraise): After bootstrapping Tribe AI since 2019, we’re excited to share that we raised $3.25M led by Bryce Roberts at Indie, with a full third of that coming from our customers and our network of top AI engineers. Since it’s… - [What the OpenAI Drama Taught us About Enterprise AI](https://www.tribe.ai/articles/what-the-openai-drama-taught-us-about-enterprise-ai): We need an independent OpenAI and Anthropic to continue to innovate at a pace that large companies simply cannot. We also need trust and stability in our AI platforms. It’s the partnership between startups and hyperscalers that has gotten us to this point, but it’s far too early for market consolidation. A strong and independent OpenAI is better for Microsoft (and all of us) than consolidation into a new Microsoft AI entity, and the same is true with Anthropic and Amazon. Going forward I’m hopeful we have landed in the best of both worlds – the mission, team alignment and speed of startups with the governance, oversight and transparency of public companies.‍ ## Notes - Canonical site: https://www.tribe.ai - Sitemap: https://www.tribe.ai/sitemap.xml - Admin, API, and internal tooling routes are excluded from indexing.