# 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-services): Small language models fine-tuned on client data for high-volume tasks, deployed in the client's VPC or air-gapped, with client-owned weights. - [Agentic Workflow Implementation](https://www.fullstack.com/services/ai-agent-development-services): Custom AI agents for multi-step enterprise workflows, with approval gates, audit logs, and human escalation, graduated from shadow mode to live. - [AI Product Development](https://www.fullstack.com/services/ai-product-development-services): Copilots, generation, and recommendation features for SaaS and digital products, grounded in client data and live in 6–10 weeks. - [GTM AI Engineering](https://www.fullstack.com/services/gtm-ai-engineering): Production AI for marketing, sales, and go-to-market operations: unified CRM data, AI lead routing and scoring, and signal-based outbound in 6–8 weeks. ### AI Maturity - [AI SDLC Transformation](https://www.fullstack.com/services/ai-sdlc-transformation-services): AI-native software delivery rebuilt stage by stage on the client's live backlog, measured against a DX Core 4 baseline. - [AI Training & Adoption](https://www.fullstack.com/services/ai-training-adoption-services): Role-based AI upskilling and hands-on labs on the client's own tools, measured by operating metrics rather than seat time. - [Team AI Assessment & Certification](https://www.fullstack.com/services/team-ai-assessment-certification): Role-based technical assessment scoring communication, execution, and cognition, with recorded evidence and FullStack AI engineer certification. ## Hire AI Talent - [Forward Deployed Engineers (FDEs)](https://www.fullstack.com/talent/fde): Engineers who embed with a client team to take AI from pilot to production; nearshore, in US time zones, shortlist in 48 hours. - [FullStack Talent Network](https://www.fullstack.com/talent/home): Staff augmentation with pre-vetted nearshore software developers, AI engineers, designers, and other specialists. - [Connect talent platform demo](https://demo.fullstack.com): FullStack's hiring platform, where companies review coding challenges and full-length interviews before hiring. - [Careers at FullStack](https://www.fullstack.com/talent/for-talent): Remote roles for Latin American engineers working with US clients in US time zones. - [Remote tech jobs for Colombians](https://www.fullstack.com/talent/remote-tech-jobs-for-colombians): How engineers in Colombia can work with US companies through FullStack. ### Talent capabilities - [AI engineers](https://www.fullstack.com/talent/capabilities/artificial-intelligence) - [Claude Code](https://www.fullstack.com/talent/capabilities/claude-code) - [Cursor](https://www.fullstack.com/talent/capabilities/cursor) - [LlamaIndex](https://www.fullstack.com/talent/capabilities/llamaindex) - [n8n](https://www.fullstack.com/talent/capabilities/n8n) - [Python](https://www.fullstack.com/talent/capabilities/python) - [Java](https://www.fullstack.com/talent/capabilities/java) - [JavaScript](https://www.fullstack.com/talent/capabilities/javascript) - [Node.js](https://www.fullstack.com/talent/capabilities/node-js) - [React](https://www.fullstack.com/talent/capabilities/react) - [React Native](https://www.fullstack.com/talent/capabilities/react-native) - [Angular](https://www.fullstack.com/talent/capabilities/angular) - [Vue.js](https://www.fullstack.com/talent/capabilities/vue-js) - [.NET](https://www.fullstack.com/talent/capabilities/net) - [Golang](https://www.fullstack.com/talent/capabilities/golang) - [Ruby on Rails](https://www.fullstack.com/talent/capabilities/ruby-on-rails) - [Elixir](https://www.fullstack.com/talent/capabilities/elixir) - [Ember](https://www.fullstack.com/talent/capabilities/ember) - [Flutter](https://www.fullstack.com/talent/capabilities/flutter) - [Kafka](https://www.fullstack.com/talent/capabilities/kafka) - [PostgreSQL](https://www.fullstack.com/talent/capabilities/postgresql) - [AWS](https://www.fullstack.com/talent/capabilities/aws) - [DevOps](https://www.fullstack.com/talent/capabilities/devops) - [Salesforce](https://www.fullstack.com/talent/capabilities/salesforce) - [Quality assurance](https://www.fullstack.com/talent/capabilities/quality-assurance) - [Product design](https://www.fullstack.com/talent/capabilities/product-design) - [Project management](https://www.fullstack.com/talent/capabilities/project-management) - [Business analysis](https://www.fullstack.com/talent/capabilities/business-analysis) ## Industries - [All industries](https://www.fullstack.com/industries): AI and software solutions designed around each industry's data, workflows, and requirements. - [Government & Public Services](https://www.fullstack.com/industries/government-public-services): Faster citizen services and casework; secure government platforms, infrastructure and asset management, public-sector analytics, and ERP. - [Health & Wellness](https://www.fullstack.com/industries/health-wellness): Software and AI that help care teams deliver better care; medical app ecosystems, healthcare analytics, wearables, and wellness apps. - [Hospitality & Lifestyle](https://www.fullstack.com/industries/hospitality-lifestyle): More personal guest experiences; booking and reservation systems, facility management, POS, and CRM. - [Marketing, Media & Entertainment](https://www.fullstack.com/industries/marketing-media-entertainment): Tools to create, personalize, and learn from content; marketing platforms, content distribution, and market-insight dashboards. - [Professional & Financial Services](https://www.fullstack.com/industries/professional-financial-services): Faster work on documents, risk, and compliance; regulatory technology, analytics, and CRM/ERP integrations. - [Technology & Digital Services](https://www.fullstack.com/industries/technology-digital-services): Smarter features and AI agents built into SaaS and digital products; cloud, security, and data science. - [Trade, Manufacturing & Logistics](https://www.fullstack.com/industries/trade-manufacturing-logistics): Demand forecasting, route optimization, and quality improvement; supply chain, smart manufacturing, and transportation software. ## Case Studies - [All case studies](https://www.fullstack.com/case-studies): Examples of FullStack's AI, software, data, and mobile projects with measured outcomes. - [Paciolan AI-native platform modernization](https://www.fullstack.com/case-studies/paciolan-ai-native-platform-modernization): Agentic, AI-native workflows cut Paciolan's modernization timelines by more than 30%. - [AI call auditor for compliance](https://www.fullstack.com/case-studies/ai-call-auditor-case-study): AI auditing of expert-network calls for potential SEC violations reduced human review to about 1% of transcripts. - [AI document processing for logistics](https://www.fullstack.com/case-studies/ai-document-processing-for-logistics): Replaced a legacy document system, cutting processing time by 75% and costs by half. - [Luxer AI research assistant for Lux Research](https://www.fullstack.com/case-studies/luxer-case-study): AI assistant built with LlamaIndex and OpenAI to speed research and expert scheduling. - [Uber uSearch](https://www.fullstack.com/case-studies/uber-usearch): Custom internal search platform centralizing access across Uber's tools. - [Design pods for a construction-tech leader](https://www.fullstack.com/case-studies/design-pod-case-study): Two full product-design pods deployed in 48 hours for a publicly traded construction technology company. - [Benjamin West RPM 2.0](https://www.fullstack.com/case-studies/benjamin-west): Purchase-order management web app enabling 50% faster decision-making. - [IoT parcel-locker mobile app](https://www.fullstack.com/case-studies/iot-mobile-app-case-study): React Native app with Bluetooth integration that earned a 4.8-star App Store rating. - [Databricks migration](https://www.fullstack.com/case-studies/databricks-migration): Data platform migration to Databricks for a real estate investment firm, improving reliability. - [Ekso Bionics healthcare ecosystem](https://www.fullstack.com/case-studies/ekso-bionics-case-study): Integrated apps and tools supporting exoskeleton-assisted rehabilitation. ## Guides, Reports & Tools - [Resources](https://www.fullstack.com/resources): Downloadable FullStack whitepapers and reports on AI, custom software, and nearshore development. - [FullStack RFE LLM Benchmark](https://www.fullstack.com/best-llm-models-for-enterprise): FullStack's "Ready For Enterprise" benchmark of benchmarks, ranking current AI models for enterprise buyers, re-rankable by priority. - [The Forward Deployed Engineer guide](https://www.fullstack.com/resources/forward-deployed-engineer-guide): What an FDE does, when a project needs one, and how to get an AI pilot into production. - [The CIO's Guide to Controlling AI Coding Costs](https://www.fullstack.com/resources/ai-coding-costs-guide): The math, the meaningful benchmarks, and a six-step plan to cut AI coding spend without losing capability. - [Nearshore Engineering Economics 2026](https://www.fullstack.com/resources/nearshore-engineering-economics-2026): 2026 nearshore engineering rates, AI's impact on delivery, and how to evaluate engineering partners by outcomes. ### Playbooks - [Building an AI proof of concept](https://www.fullstack.com/resources/playbooks/building-an-artificial-intelligence-proof-of-concept) - [Design and build a web or mobile app](https://www.fullstack.com/resources/playbooks/design-and-build-web-mobile-app) - [Designing a new application](https://www.fullstack.com/resources/playbooks/designing-a-new-application) - [Redesigning an existing application](https://www.fullstack.com/resources/playbooks/redesigning-existing-application) ## Blog - [FullStack blog](https://www.fullstack.com/blog): Articles on production AI, AI models, agent governance, AI costs, nearshore engineering, and software development. - [FullStack is now Anthropic Certified](https://www.fullstack.com/blog/fullstack-is-now-anthropic-certified) - [Jev vs LLM: testing TypeSafe's Jev against Claude Opus 5.5](https://www.fullstack.com/blog/jev-vs-claude-opus-5-5-what-our-ai-tests-revealed) - [Software engineering is dead; long live software engineering](https://www.fullstack.com/blog/software-engineering-is-dead-long-live-software-engineering) - [Open-weight models vs. open-source AI: what enterprise buyers need to know](https://www.fullstack.com/blog/open-weight-models-vs-open-source-ai) - [Open-weight model security: a CISO's pre-deployment checklist](https://www.fullstack.com/blog/open-weight-model-security-a-cisos-pre-deployment-checklist) - [Claude Frontier Academy and the push to train FDEs](https://www.fullstack.com/blog/claude-frontier-academy-and-the-push-to-train-fdes) - [Why your AI coding bill is rising](https://www.fullstack.com/blog/ai-coding-costs-why-your-bill-keeps-rising) - [Gate fatigue: when human approval stops meaning anything](https://www.fullstack.com/blog/gate-fatigue-when-human-approval-stops-meaning-anything) - [How AI agent governance is moving into practice](https://www.fullstack.com/blog/how-ai-agent-governance-is-moving-into-practice) - [What CISOs can learn from the Hugging Face AI breach](https://www.fullstack.com/blog/what-cisos-can-learn-from-the-hugging-face-ai-breach) - [OpenAI vs. Anthropic: which wins what?](https://www.fullstack.com/blog/openais-vs-anthropic-which-wins-what) - [What you need to know about Gemini Flash 3.6](https://www.fullstack.com/blog/what-you-need-to-know-about-gemini-flash-3-6) - [All you need to know about Claude Fable 5](https://www.fullstack.com/blog/all-you-need-to-know-about-claude-fable-5) - [The forward deployed engineer role](https://www.fullstack.com/blog/forward-deployed-engineer-role) - [Agentic AI for production: what engineering teams need to get right](https://www.fullstack.com/blog/agentic-ai-for-production-what-engineering-teams-need-to-get-right) - [Why AI agents fail at complex workflows](https://www.fullstack.com/blog/why-ai-agents-fail-at-complex-workflows) - [Generative AI ROI: why 80% of companies see no results](https://www.fullstack.com/blog/generative-ai-roi-why-80-of-companies-see-no-results) - [Application modernization services: how to choose the right partner](https://www.fullstack.com/blog/application-modernization-services-how-to-choose-the-right-partner) - [Software development price guide and hourly rate comparison](https://www.fullstack.com/blog/software-development-price-guide-hourly-rate-comparison) - [Staff augmentation vs. embedded engineering teams](https://www.fullstack.com/blog/staff-augmentation-vs-embedded-engineering-teams) - [Nearshore vs. offshore outsourcing: key differences](https://www.fullstack.com/blog/nearshore-vs-offshore-outsourcing-key-differences) - [15 questions to ask before hiring a nearshore development company](https://www.fullstack.com/blog/nearshore-development-company-15-questions-to-ask-before-hiring) - [How to hire an AI engineer](https://www.fullstack.com/blog/how-to-hire-an-ai-engineer-tips-for-ai-recruitment) - [What to look for in an AI development partner](https://www.fullstack.com/blog/what-to-look-for-in-an-ai-development-partner-your-ultimate-checklist) ## Company - [About FullStack](https://www.fullstack.com/about): FullStack's team, history, and approach as a US-led nearshore engineering partner. - [Our partners](https://www.fullstack.com/partners/our-partners): FullStack's AI, cloud, data, and enterprise platform partnerships. - [Anthropic partnership](https://www.fullstack.com/partners/anthropic): Claude implementation, including Claude Code rollout, agents, MCP integrations, and evals on client data. - [OpenAI partnership](https://www.fullstack.com/partners/openai): Production OpenAI systems for retrieval, agents, voice, and multimodal use cases. - [Referral program](https://www.fullstack.com/fullstack-referral-program): Earn a commission for referring businesses to FullStack. ## Optional - [Technologies](https://www.fullstack.com/technologies): The 350+ technologies FullStack engineers work with. - [React.js](https://www.fullstack.com/technologies/react-js) - [React Native](https://www.fullstack.com/technologies/react-native) - [Python](https://www.fullstack.com/technologies/python) - [JavaScript](https://www.fullstack.com/technologies/javascript) - [Node.js](https://www.fullstack.com/technologies/node-js) - [Java](https://www.fullstack.com/technologies/java) - [Golang](https://www.fullstack.com/technologies/golang) - [AngularJS](https://www.fullstack.com/technologies/angular-js) - [Vue.js](https://www.fullstack.com/technologies/vue-js) - [Ruby on Rails](https://www.fullstack.com/technologies/ruby-on-rails) - [Elixir](https://www.fullstack.com/technologies/elixir) - [Ember.js](https://www.fullstack.com/technologies/ember-js) - [Flutter](https://www.fullstack.com/technologies/flutter) - [Salesforce](https://www.fullstack.com/technologies/salesforce) - [Privacy Policy](https://www.fullstack.com/privacy-policy) - [Cookie Policy](https://www.fullstack.com/cookie-policy) - [Website Terms of Use](https://www.fullstack.com/website-terms-of-use) - [Applicants Privacy Notice](https://www.fullstack.com/applicants-privacy-notice)