Deploy Your Generative AI Solution with our Forward Deployed Engineers
With GenAI set to grow from $67B in 2024 to $968B by 2032 (39.6% CAGR), businesses can't afford delays. At 10Clouds, our Forward Deployed Engineers (FDEs) embed with your team to customize, deploy, and optimize GenAI—turning prototypes into production-ready systems in weeks.
The GenAI Implementation Challenge: Why Traditional Approaches Fall Short
Enterprises are racing to adopt GenAI, with 54% integrating it into service operations and 45% into supply chains.
Yet, only 1% have reached full maturity, hampered by talent shortages (60-80% harder to hire AI experts), ethical risks like bias and data privacy, scalability issues, and soaring integration costs. McKinsey reports that these barriers could slow adoption by 20-30%, potentially missing out on trillions in global GDP gains.
Traditional consultants focus on strategy, while in-house teams struggle with commoditized models like Llama or GPT-4. The result? 50-70% of GenAI projects fail without embedded expertise.

Our Solution: Forward Deployed Engineers for Seamless GenAI Deployment

Adapt open-source models like Llama for your domain, achieving 90%+ accuracy in targeted tasks.

Build AI agents and pipelines with tools like LangChain and PyTorch, seamlessly connecting to your CRM, ERP, or cloud systems.

Handle inference scaling for millions of users, cutting costs to 2% of standard via efficient deployments.

Implement bias audits and compliance frameworks, addressing 53% of organizations' ethical concerns.

Surface insights to refine your GenAI strategy, fostering innovation and reducing churn to near-zero levels.
Why Partner with Our AI Engineers






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Ready to Explore GenAI?
Discover how our Forward Deployed Engineers can transform your business with custom GenAI solutions. Start with a no-obligation chat to assess your needs and unlock 15-25% ROI in pilots.
BOOK FREE CONSULTATIONOur Structured FDE Framework
We follow a proven, 5-phase framework blending AWS Cloud Adoption Framework for AI, McKinsey's ethical guidelines, and real-world enablers. This framework minimizes risks through phased experiments and maximizes impact with embedded FDEs.

Discovery & Strategy
Assessing needs and defining use cases

Data Preparation
Ingesting data and ensuring privacy (GDPR)

Model Customization
Fine-tuning LLMs and building agents

Deployment & Integration
Embedding and production rollout

Monitoring & Optimization
Performance tracking and bias audits
Meet Our AI Forward Deployed Software Engineers




Get Your Custom Quote
Ready to deploy? Provide your project details for a tailored quote on our GenAI implementation services, including cost-saving strategies and timelines.
REQUEST QUOTE TODAYCutting-Edge Tech Used by Our Software Engineering Team
Cloud platform with scalable computing, storage, and AI tools like SageMaker for GenAI deployment.
Framework for building GenAI workflows, connecting LLMs with data and tools.
Open-source ML framework for training and fine-tuning GenAI models.
Real-time database for fast data processing and analytics in Gen AI applications.
Platform for deploying and scaling GenAI models with optimized inference.
Explore More Forward Deployed Engineer Services
10Clouds focus on the business value and trust. We've delivered a variety of top quality applications to companies of all sizes - from one-person startups to enterprises like Pinterest, Asmodee, universities and non-profits.
AI Agents and Automation
Our forward deployed engineers (FDEs) embed with your team to design, deploy, and optimize AI agents and automation workflows.
Backend Development
Deployed engineers design and implement robust backend pipelines, ensuring scalable enterprise software solutions.
ReactJS Development
Our forward deployed software engineers build full-stack ReactJS applications, optimizing customer systems for performance.
Frequently Asked Questions About 10Clouds' GenAI FDE Services
What is a Forward Deployed Engineer (FDE) for GenAI?
A Forward Deployed Engineer (FDE) is an AI engineer who works directly with customers to deploy and customize GenAI solutions. Unlike traditional roles, FDEs are hands-on, combining software engineering, problem-solving, and analytics to build end-to-end workflows that address specific business needs, similar to roles at Palantir, Databricks, or Scale AI.
How does 10Clouds’ FDE service differ from other AI companies?
Our FDEs are customer-facing AI engineers who collaborate with customers and product and engineering teams to deliver scalable AI solutions. Backed by our founder-led AI research labs, we focus on applied AI, ensuring GenAI applications drive impact for enterprise customers with tailored data solutions and system architecture.
What does the GenAI deployment process involve?
Our FDEs deploy GenAI by working with customer teams to map needs, design scalable workflows, and integrate with data infrastructure. From creating a product roadmap to building end-to-end workflows, we leverage cutting-edge tools like Databricks and Scale AI frameworks to solve customer problems in 2-4 weeks.
How fast can 10Clouds deploy GenAI solutions?
Our Forward Deployed Software approach cuts deployment time to 2-4 weeks, compared to months for traditional methods. FDEs use analytics and technical concepts to bridge prototype-to-production gaps by 60-80%, ensuring scalable AI for enterprise customers.
What kind of results can I expect from 10Clouds’ FDEs?
Expect 15-25% ROI in pilots, 10x-100x productivity gains, and 90%+ user satisfaction. Our FDEs deliver GenAI applications that cut costs by up to 98% (e.g., custom AI agents for admin tasks) while driving product roadmap innovation.
Are 10Clouds’ FDE services secure and compliant?
Yes, our FDEs prioritize compliance with GDPR and bias audits, ensuring scalable and ethical AI forward deployed engineering. We work directly with customers to align solutions with regulatory needs.
What industries benefit from 10Clouds’ GenAI FDEs?
Our AI FDEs serve enterprise customers in HR, finance, retail, and more, delivering applied AI for use cases like automation, personalization, and fraud detection, similar to OpenAI and Scale AI deployments.
How do FDEs contribute to innovation?
Our Senior Forward Deployed engineers provide feedback to product and engineering teams, refining GenAI applications based on real-world insights. This innovation feedback loop ensures solutions evolve with your product roadmap.
What qualifications do 10Clouds’ FDEs have?
Our FDEs are AI engineers with expertise in forward deployed software, data solutions, and system architecture. Trained in tools like Databricks and inspired by Palantir, they excel at solving customer problems with scalable AI.
How do I start with 10Clouds’ FDE services?
Contact us to collaborate with customers and kickstart your GenAI project. Our FDEs will work directly with your teams to map a roadmap, deploy solutions, and drive impact fast.

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