MAANG-Caliber Engineers, Applied to Your Product
150+ engineers from Microsoft, Meta, Google, Amazon building product innovations, system architecture, and AI/automation integration. From MVP to scale, we engineer solutions for the world’s most demanding technical challenges.
Problem Statement
Exceptional products require exceptional engineers, yet MAANG-caliber talent is rarely available for outsourced work. Most are building within large tech companies or pursuing their own ventures. This leaves many organizations choosing between limited engineering depth or smaller teams at higher cost. BergLabs bridges this gap. Our team includes former engineering leaders from Microsoft, Meta, Google, and Amazon—experts who have built large-scale systems and shipped products used by billions. Their experience enables us to confidently tackle complex product development challenges for our clients.
Detailed Capabilities
Full-Stack Product Development
We deliver end-to-end product development-frontend, backend, infrastructure, and operations. Whether launching new products or upgrading existing systems, we manage the full scope.
We combine strong engineering with product strategy, building scalable APIs, responsive interfaces, and reliable architectures. Language-agnostic, we choose the right tools for each problem-not a one-size-fits-all stack.
We combine strong engineering with product strategy, building scalable APIs, responsive interfaces, and reliable architectures. Language-agnostic, we choose the right tools for each problem-not a one-size-fits-all stack.
System Architecture & Scaling
We design scalable architectures that start simple and grow with your users. Our systems use stateless services, smart data strategies, and built-in observability for reliable production performance.
We plan for resilience, safe deployments, and operational maturity-without over-engineering. Architecture is right-sized for today, with flexibility for future scale.
We plan for resilience, safe deployments, and operational maturity-without over-engineering. Architecture is right-sized for today, with flexibility for future scale.
AI/Automation Integration & ML Systems
Building AI products requires more than traditional engineering. We design and deploy ML systems-handling data pipelines, versioning, retraining, and production monitoring.
We combine AI with deterministic logic for reliability and implement safe experimentation frameworks. From model training to serving infrastructure, we make AI scalable and manageable as your product grows.
We combine AI with deterministic logic for reliability and implement safe experimentation frameworks. From model training to serving infrastructure, we make AI scalable and manageable as your product grows.
Product Innovation & Technical Strategy
Great engineering starts with building the right things efficiently. We partner with your product team to assess feasibility, estimate effort, and identify risks early.
We review architecture, reduce technical debt, and guide technology choices. Our focus is sustainable systems your team can maintain-helping you build smarter roadmaps, not just execute them.
We review architecture, reduce technical debt, and guide technology choices. Our focus is sustainable systems your team can maintain-helping you build smarter roadmaps, not just execute them.
How It Works
3-Step Process
Technical Discovery & Planning
We start by understanding your vision, timeline, constraints, and existing systems. If needed, we audit your codebase to assess technical decisions and debt.
We propose architecture options, trade-offs, and effort estimates, then define a clear technical plan with milestones. Success is measured not just by features, but by performance, scalability, and operational readiness.
We propose architecture options, trade-offs, and effort estimates, then define a clear technical plan with milestones. Success is measured not just by features, but by performance, scalability, and operational readiness.
Execution & Development
Once aligned on direction, development begins with focused teams and clear ownership. We follow disciplined practices-code reviews, automated testing, and CI/CD.
Weekly demos keep you updated and involved in prioritization. We communicate risks early and maintain clear documentation, ensuring smooth knowledge transfer to your team.
Weekly demos keep you updated and involved in prioritization. We communicate risks early and maintain clear documentation, ensuring smooth knowledge transfer to your team.
Launch & Operations Handoff
As launch nears, we focus on operational readiness-safe deployments, system monitoring, and incident handling. We run thorough testing and staged rollouts to reduce risk.
Your team is trained to manage the system confidently. After launch, we support early issues and ensure a smooth handoff-or continue as your extended engineering team if needed.
Your team is trained to manage the system confidently. After launch, we support early issues and ensure a smooth handoff-or continue as your extended engineering team if needed.
Key Metrics & Differentiators
MAANG-Caliber Engineers
150+ engineers from Microsoft, Meta, Google, Amazon who've built world-scale systems. This isn't available elsewhere outside these companies.
Proven Track Record
Previously raised $83M for enterprise AI serving major US banks; that capital came from deep technical diligence validating our engineering capabilities.
End-to-End Ownership
We handle complete product development from architecture to operations. You get a unified team with aligned incentives, not a collection of contractors.
Product Thinking
We don't just code to spec; we understand your business and make recommendations about what to build and how to build it efficiently.
Operational Maturity
Systems we build are designed to operate reliably in production. We build observability, monitoring, and deployment practices from the start.
Sustainable Handoff
We document decisions, transfer knowledge, and ensure your team can maintain systems independently after our engagement.
Continuous Innovation
We stay current with emerging technologies, helping you evaluate what's relevant to your product strategy.
- MAANG-Caliber Engineers: 150+ engineers from Microsoft, Meta, Google, Amazon who've built world-scale systems. This isn't available elsewhere outside these companies.
- Proven Track Record: Previously raised $83M for enterprise AI serving major US banks; that capital came from deep technical diligence validating our engineering capabilities.
- End-to-End Ownership: We handle complete product development from architecture to operations. You get a unified team with aligned incentives, not a collection of contractors.
- Product Thinking: We don't just code to spec; we understand your business and make recommendations about what to build and how to build it efficiently.
- Operational Maturity: Systems we build are designed to operate reliably in production. We build observability, monitoring, and deployment practices from the start.
- Sustainable Handoff: We document decisions, transfer knowledge, and ensure your team can maintain systems independently after our engagement.
- Continuous Innovation: We stay current with emerging technologies, helping you evaluate what's relevant to your product strategy.
Exceptional products need exceptional engineering. Whether launching new systems, rebuilding platforms, or augmenting your team, our engineers bring the experience and discipline to turn ambitious ideas into production-ready products.
