Pre-trained models reflect the Internet. Our forward deployed engineers sculpts them to deliver outcomes by deploying systems in real-world environments.
We partner with organizations to solve high-impact problems using AI—starting from first principles and deploying systems in real-world environments.

Scalesoleil Frontier Company builds AI for real-world deployment—connecting model output to workflows and KForward deployed engineering (FDE) is how OpenAI brings AI into production for complex, real-world use cases.
Instead of starting with a general product, FDE teams work directly with customers to solve a specific problem.
FDE teams operate in high-ambiguity environments where traditional software approaches break down.
Build from first principles
Prioritize speed and real-world impact
Work directly with domain experts
Deliver early value, then iterate toward scale T
he goal is simple: make AI systems that work in practice, not just in theory.

We partner with organizations to solve high-impact problems using AI—starting from first principles and deploying systems in real-world environments.
Scalesoleil Frontier Company builds AI for real-world deployment—connecting model output to workflows and KPIs in a continuous loop that scales across your business and delivers measurable results over time.

e create rich, complex RL environments that challenge agentic models in novel ways, and design verifiers that reward their behavior.

We bootstrap model capabilities through demonstrations: teaching them to use computers, navigate the web, and reason for the first time.

Academic benchmarks are easily gamed; auto-evaluations are flawed proxies. Humans can judge subtlety, wit, and emotions in ways no formula can.

Text alone can’t capture human experience. We teach AI to see, watch, and hear — teaching them to generate and understand images, audio, and video.


Our customers are applying AI to core operations and delivering billion-dollar impact.

AI teammates
Production-ready agents that support individual roles and teams—grounded in business context and integrated into existing tools for use cases like data analysis, financial forecasting, and software engineering.

Business processes
Automate core processes with AI agents that run end-to-end workflows across systems of record, reducing cycle time, cost, and operational friction across use cases like revenue operations, customer support, and procurement.

Strategic projects
Deploy agents across high-value, multi-department initiatives that require deep subject matter expertise, coordination across systems, and advanced AI expertise.
Companies that build AI into their infrastructure will be at a compounding advantage over the next decade.
CASE STUDY
Before deploying these systems for global enterprises, we deployed them in house. Four weeks later, they became indispensable.
Support resolved E2E by AI
Contractors hired E2E by AI
Requests resolved E2E by AI
Saved by customer support automation
Reduction of ticket close time
Support tickets handled or assisted by AI
Top-of-Funnel Applicant Screening
Ingests ATS data and job descriptions to evaluate massive applicant pools against role-specific rubrics. Delivers calibrated scorecards and clear pass/fail recommendations to dramatically accelerate triage while keeping human recruiters in the loop.
Cross-Functional RFP Response
Eliminates manual knowledge-chasing by stitching context across siloed teams. Gathers updated inputs from legal, compliance, and IT teams to generate comprehensive first-draft RFP responses.
Project management
Monitors customer-facing milestones and engineering timelines from across your entire tool stack. Surfaces real-time data on resource allocation, project drift, and hidden bottlenecks to keep everyone aligned.
Explore what our community is saying about their experience with us.
Jach H
Product Manager
This platform made building apps easier and faster. From design to deployment, everything just works out of the box, saving countless hours of setup. The intuitive interface allows me to focus on creativity instead of technical hurdles.
Harry P
Product Manager
Powerful APIs, great documentation, and amazing support make this tool invaluable. It has become a core part of my workflow, helping me ship features faster and integrate seamlessly with other services.
Tom A
GTM Partner
The scalability and reliability are unmatched. We took our prototype to production in weeks, handling thousands of users without issues. It gave our team the confidence to focus on innovation instead of infrastructure.
Sharron M
Recruitment Manager
Real-time sync is a complete game changer. Managing data across devices has never been this easy. Our users now enjoy instant updates, and we can finally deliver a seamless cross-platform experience.
Sharron M
Recruitment Manager
The templates save so much time. We built a working MVP in just a weekend, complete with authentication, data storage, and payments. It gave us the perfect head start without reinventing the wheel.
Companies that build AI into their infrastructure will be at a compounding advantage over the next decade.
We partner with organizations to solve high-impact problems using AI—starting from first principles and deploying systems in real-world environments.
Forward deployed engineering (FDE) is how we bring AI into production for complex, real-world use cases.
We offer a 45-day guarantee period. If we can't provide a replacement or full refund if unable to find suitable talent within this timeframe.
We charge a one-time, fixed fee that based on the project's length. Schedule a consultation for detailed pricing based on your specific requirements.
We can typically deliver qualified candidates within 7 days of starting the search process.
If needed within 45 days, we immediately begin sourcing replacements matching your criteria at no additional cost.
If needed within 45 days, we immediately begin sourcing replacements matching your criteria at no additional cost.
P.S. - Just so we're clear: We're looking for successful businesses who want to access our private network of elite sales professionals. If that's you, and you want a customized plan to hire proven performers who can start producing from day one, then this is perfect for you.
The worst that can happen? You walk away with a detailed understanding of how elite talent networks operate. The best that can happen? We deliver the sales superstar who finally takes your business to the level you've been trying to reach. Either way, you win.
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