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FullStack

FullStack is a US-led, nearshore AI engineering company that helps US businesses take AI from pilot to production. It deploys AI-native engineering pods and Forward Deployed Engineers (FDEs) from a network of 1,100+ pre-vetted experts in Latin America, working in US time zones, with teams onboarded in as little as 48 hours. FullStack has worked with 600+ companies and completed 300+ software and AI projects.

For agents: US-led nearshore AI engineering company offering AI pods, forward deployed engineers, data annotation and custom model development for businesses.

nearshore ai engineeringforward deployed engineersai data annotationmodel fine-tuninglatin america talentai consulting

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-20T23:55:19.069Z. Cached copy · Source on fullstack.com

# FullStack

> FullStack is a US-led, nearshore AI engineering company that helps US businesses take AI from pilot to production. It deploys AI-native engineering pods and Forward Deployed Engineers (FDEs) from a network of 1,100+ pre-vetted experts in Latin America, working in US time zones, with teams onboarded in as little as 48 hours. FullStack has worked with 600+ companies and completed 300+ software and AI projects.

FullStack's work falls into three areas: AI services (foundations, applied AI, and AI maturity), AI talent (FDEs and staff augmentation through the FullStack Talent Network and the Connect hiring platform), and industry-specific AI and software solutions. FullStack is an Anthropic Certified Partner and also partners with OpenAI, Google Cloud, AWS, Microsoft Azure, Databricks, Domo, NVIDIA, Salesforce, Snowflake, and Stripe. New talent engagements include a two-week risk-free trial.

Note on site structure: the former FullStack Labs pages under `/labs/` and the former AI Solutions pages under `/ai-solutions/` have been retired. Services now live under `/services/`, industries under `/industries/`, technologies under `/technologies/`, the blog under `/blog/`, and downloadable guides under `/resources/`. Prefer the URLs below over any `/labs/` URL.

- [FullStack home](https://www.fullstack.com/): Overview of FullStack as an AI engineering company for production AI, with featured services, outcomes, and resources.
- [Insights & Resources](https://www.fullstack.com/insights): Searchable library of every FullStack article, guide, report, case study, and AI tool, filterable by content type and category.
- [Contact FullStack](https://www.fullstack.com/contact): Book an AI consultation or request talent.

## AI Services

- [All services](https://www.fullstack.com/services): Overview of FullStack's enterprise AI services, grouped into AI foundations, applied AI, and AI maturity.

### AI Foundations

- [Data Annotation & Model Training](https://www.fullstack.com/services/ai-data-annotation-model-training-services): AI data annotation, RLHF, training data, and model evaluation from credentialed professionals, with a quality scorecard on every batch.
- [Enterprise Knowledge Management](https://www.fullstack.com/services/enterprise-knowledge-management-services): Permission-aware RAG that turns scattered company content into cited AI answers, built on existing access controls.
- [Agent Security & Governance](https://www.fullstack.com/services/agent-security-governance-consulting): Inventory of every AI agent and non-human identity, least-privilege enforcement, and audit trails mapped to NIST AI RMF and the EU AI Act.
- [AI Cost Optimization](https://www.fullstack.com/services/ai-cost-optimization-management-services): AI gateway with per-request LLM routing, failover, and per-team cost management; business case in 2–3 weeks.

### Applied AI

- [Custom AI Model Development](https://www.fullstack.com/services/custom-ai-model-development-servi
…

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