Product Focused Research and Development.
Bringing 10+ years of AI / ML expertise to bear on the problems impacting you.
AI and Machine Learning, Aligned with Product Outcomes
Artificial Intelligence and Machine Learning can unlock tremendous value, but only when grounded in real-world product goals. Too often, companies chase complex models or trendy tools without a clear path to delivery, adoption, or impact.
At Engler Labs, we combine deep technical expertise with a sharp focus on product strategy. Whether you’re exploring a new AI-powered feature or building a full ML platform, we guide you from idea to execution, ensuring that each step supports your broader business and user goals.
We work with startups, government teams, and growing companies to cut through the hype and move with clarity. Our engagements span the full lifecycle: strategy, prototyping, implementation, and post-launch refinement.
We help you answer questions like:
- What do we need to launch a practical and effective ML capability?
- How advanced should our models be, and when is a simpler approach more strategic?
- We don’t have an ML team, but we have a product idea that involves AI, what are our next steps?
- Are there off-the-shelf solutions that would meet our needs?
- How can we help our existing data or ML teams become more product-aligned and delivery-focused?
If you're aiming to build something that users will actually adopt, and that your team can sustain, we can help.
Reach out today to learn more about our services and how we work.
Services
Featured Services
Prototype Development
Primary focus on Artificial Intelligence, Machine Learning, and Software prototypes, with eventual progress towards physical systems.
Advising, Consulting, and Contracting
Improve strategy, architecture, and data practices to make your team and company more effective and precise.
Software and API Services
Providing solutions either through Software as a Service (SaaS) or on-premise deployment options for solutions.
How to get started
Built for Where You Are, and Where You’re Going
Supporting the Full Journey
Our services are designed to fit into your product’s lifecycle. Whether you're just starting with an idea or refining an existing system, we help you move with confidence and focus.
- Prototype fast to explore new ideas or validate use cases
- Get expert guidance when making high-stakes technical decisions
- Add experienced hands to your team when you need to scale
- Transition from concept to production-ready systems smoothly
- Build with long-term maintainability and business value in mind
We adapt to your pace, your goals, and your working style, helping you move forward, not just build.
Practical, Product-Driven Partnerships
What sets us apart is our focus on real-world outcomes. We’re not here to deliver disconnected code or pitch trendy solutions. Every engagement is rooted in your users, your goals, and your product strategy.
- Align AI and ML capabilities with actual business impact
- Identify when off-the-shelf tools are a better fit than custom models
- Ensure software and APIs are built for scale, not just a demo
- Collaborate closely across product, engineering, and leadership
- Stay engaged post-launch to iterate, improve, and support
Whether you're experimenting, scaling, or maintaining a critical system, we’re ready to work with you to deliver lasting results.
Services
Services in Development
Document Analysis and Learning
Whether you are an educator, product manager, sales leader or other professional looking to distill insights from a large body of documents and help others learn from and onboard onto them, a well designed document analysis and learning system can help you achieve these goals.
With this system you can:
- Leverage a system to organize the relationships between your documents and data into intuitive groupings to make understanding easier.
- Design an educational experience around your documents to help others learn from them and cement understanding.
- Develop personalized learning experiences to your users.
- Improve information retention and learnings for your target audience to allow genuine learnings and growth going forward.
Relevance and Ranking
Both you and your users often have a surplus of different options, determining the best options to put in front of someone in a timely manner is a fundamental to being able to conduct your operations in an efficient manner. Whether it's determining which shopping options to show to your users, potential plans they can sign up for with your company, or what aspects of your work environment you need to prioritize, a well maintained ranking and relevance system can provide these insights and more for you and your organization.
With these systems you can:
- Provide personalized experiences to your users.
- Improve user engagement and satisfaction.
- Increase conversion rates and sales.
- Optimize resource allocation and decision-making.
Experimentation Platform
Understanding how changes being made to your product impact your users experience with it is a vital part of running a successful business. Ensuring that insights you develop are rigorous and statistically significant are crucial to being able to tell the story for why the changes are positive and in the correct direction that you are looking to move things.
With this system you can:
- Run A/B tests to validate changes to your product.
- Measure the impact of changes on user engagement and satisfaction.
- Optimize product features based on user feedback.
- Make data-driven decisions to improve your product.
- Rollout the changes to your full userbase with guardrails to ensure safe and secure feature launches.
Conversational AI
Conversational AI systems are a powerful way to interact with your users, allowing you to provide personalized experiences and support at scale. These systems can be used to answer questions, provide recommendations, and even assist with complex tasks, all while maintaining a natural and engaging conversation with your users.
With these systems you can:
- Leverage the power of Generative AI while allowing your creative team control over the conversation.
- Provide personalized experiences to your users.
- Engage with a system that can learn from your users and let you design the system to make decisions based on those learnings.
- Have a clear and knowledgeable insight into the behaviors of your users, allowing you to better serve their needs.
- Improve user engagement and satisfaction.
Contact
Get in Touch
Email Us
info@engler-labs.com