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Open Weight Models: A real option for enterprises?

FullStack is trusted by 600+ companies as their AI-engineering partner, delivering innovation and value through nearshore talent.
FullStack has taken AI into production for dozens of customers, and we have learnt a few tricks on the way. Here's a guide that we have published to help you maximize every AI dollar.
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DEPLOY AI Teams IN 48 HOURS

AI-native engineers and FDEs embedded inside your business

FullStack deploys pre-built engineering pods and Forward Deployed Engineers (FDE) from our network of 1,100+ AI-native experts.

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Pre-vetted, flexible and agile teams

Onboard your team in as little as 48 hours from our 1,100+ network of talent.
From development to design, junior to lead experts, build the team you need.
FullStack has US-based and nearshore experts for every project and budget.
Review coding challenges, and full-length interviews before you hire.
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Featured articles

An AI agent hacked out of a lab. Here’s what CISOs and CIOs need to know

An OpenAI test agent breached Hugging Face. Learn what it means for your AI program and the practical steps CISOs can take to secure it.
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What you need to know about Gemini Flash 3.6

What Gemini Flash 3.6 brings to long‑context coding agents, multimodal documents, pricing, and safety—and when it fits into your AI stack.
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OpenAI's Terra, Luna, and Sol vs. Anthropic: Which wins what?

We benchmarked OpenAI and Anthropic on real engineering tasks. See how they compare on reliability, cost, and speed.
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Software engineering is dead; long live software engineering

Is software engineering dead? See how AI-generated code is changing developer jobs, engineering judgment, and the need for early-career talent.
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Open-weight models vs. open-source AI: What enterprise buyers need to know

Compare open-weight models and open-source AI to assess licensing, deployment, governance, and operational tradeoffs for enterprise use.
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Claude Frontier Academy and the push to train FDEs

Learn how Anthropic Frontier Academy trains FDEs to move enterprise AI projects from pilot to secure, production-ready systems.
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our outcomes

Production AI delivered by FullStack

Production AI document system cuts processing costs by 50%.

A logistics provider’s legacy document system cost the firm more than $1 million annually, could not scale, and suffered significant downtime. FullStack built a scalable AI solution that reduced processing times by 75% and cut costs in half, all while maintaining high accuracy and reliability.

Production AI call auditor automates 99% of reviews.

A regulatory compliance firm partnered with FullStack to build an AI system that reviews calls for potential SEC violations. The tool scores accuracy and confidence, reducing human review to just 1% of transcripts and saving an estimated 5,500 labor hours and $232,000 annually.

Production agentic assistant transforms benefits enrollment for 3M users.

FullStack built an agentic AI advisor for a leading benefits platform that simplifies enrollment and answers questions in real time. It now supports 3M+ users, processes 20M+ data points, and drives behavioral change: 72% of employees take different actions after using it.

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