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<title>Decision Labs | AI/ML Consulting for Hard Problems</title>
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Solving <span class="underline-custom gradient-text">hard problems</span> with AI/ML
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We're decision-labs: a boutique software engineering consultancy specializing in end-to-end AI/ML solutions for complex challenges.
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See Our Work
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<h2 class="text-3xl md:text-4xl font-bold mb-4">Our <span class="gradient-text">AI/ML Consulting</span> Services</h2>
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Comprehensive solutions from concept to production deployment
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<h3 class="text-xl font-bold mb-3">Problem Discovery & Scoping</h3>
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We work closely with you to identify high-impact opportunities where AI/ML can drive meaningful results.
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<span>Feasibility assessment</span>
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<span>ROI analysis</span>
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<span>Solution architecture</span>
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<h3 class="text-xl font-bold mb-3">Advanced Model Development</h3>
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Our team builds custom models designed specifically for your unique challenges, not off-the-shelf solutions.
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<span>Deep learning architectures</span>
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<span>Reinforcement learning</span>
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<span>Explainable AI techniques</span>
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We don't stop at prototypes — we ensure your models are scalable, reliable, and maintainable in production.
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<h2 class="text-3xl md:text-4xl font-bold mb-4">Our <span class="gradient-text">Approach</span> to Hard Problems</h2>
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We thrive where others struggle — tackling complex, ambiguous challenges with structured problem-solving
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<!-- Step 1 -->
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<div class="text-4xl font-bold mb-4 opacity-30">01</div>
<h3 class="text-xl font-bold mb-3">Problem Decomposition</h3>
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Complex problems get broken down into solvable components with measurable success criteria.
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<div class="text-4xl font-bold mb-4 opacity-30">02</div>
<h3 class="text-xl font-bold mb-3">Rapid Prototyping</h3>
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We quickly test key assumptions through targeted experiments to prove viability early.
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<div class="text-4xl font-bold mb-4 opacity-30">03</div>
<h3 class="text-xl font-bold mb-3">Sustainable Solutions</h3>
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We design for long-term success with maintainable, scalable architectures.
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<h2 class="text-3xl md:text-4xl font-bold mb-4">Featured <span class="gradient-text">Work</span></h2>
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Examples of complex challenges we've solved (confidentiality maintained)
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<!-- Project 1 -->
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alt="AI in Defense"
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Defense
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<h3 class="text-white text-xl font-bold">Anomaly Detection at Scale</h3>
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Developed custom deep learning models to detect rare anomalies in real-time sensor data across distributed edge devices.
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<li class="text-xs bg-gray-100 px-3 py-1 rounded-full">Federated Learning</li>
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<!-- Project 2 -->
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alt="Healthcare AI"
class="w-full h-full object-cover transition duration-500 group-hover:scale-105">
<div class="absolute inset-0 bg-gradient-to-t from-black/80 via-black/30 to-transparent"></div>
<div class="absolute bottom-0 left-0 p-6">
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Healthcare
</div>
<h3 class="text-white text-xl font-bold">Treatment Optimization</h3>
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<div class="p-6">
<p class="text-gray-600 mb-4">
Built reinforcement learning system to optimize treatment protocols while maintaining interpretability for clinicians.
</p>
<ul class="flex flex-wrap gap-2">
<li class="text-xs bg-gray-100 px-3 py-1 rounded-full">Reinforcement Learning</li>
<li class="text-xs bg-gray-100 px-3 py-1 rounded-full">Explainable AI</li>
<li class="text-xs bg-gray-100 px-3 py-1 rounded-full">Time Series</li>
</ul>
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</div>
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View More Case Studies
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<h2 class="text-3xl md:text-4xl font-bold mb-4">Our <span class="gradient-text">Team</span></h2>
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Senior engineers and researchers with deep expertise in solving hard technical problems
</p>
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<!-- Team Member 1 -->
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<div class="h-48 w-48 mx-auto rounded-full bg-gradient-to-br from-blue-500 to-indigo-600 p-1 mb-6">
<div class="bg-white h-full w-full rounded-full p-1 overflow-hidden">
<img src="https://images.unsplash.com/photo-1560250097-0b93528c311a?ixlib=rb-4.0.3&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=687&q=80"
alt="Dr. Sarah Chen"
class="h-full w-full object-cover rounded-full">
</div>
</div>
<h3 class="text-xl font-bold mb-1">Dr. Sarah Chen</h3>
<p class="text-indigo-600 mb-3">Chief Scientist</p>
<p class="text-gray-600 text-sm">
PhD in Machine Learning from MIT. Former research lead at DeepMind.
</p>
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<!-- Team Member 2 -->
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<div class="bg-white h-full w-full rounded-full p-1 overflow-hidden">
<img src="https://images.unsplash.com/photo-1573496359142-b8d87734a5a2?ixlib=rb-4.0.3&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=688&q=80"
alt="James Rodriguez"
class="h-full w-full object-cover rounded-full">
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<h3 class="text-xl font-bold mb-1">James Rodriguez</h3>
<p class="text-indigo-600 mb-3">Engineering Director</p>
<p class="text-gray-600 text-sm">
Built AI platforms at Google and two successful AI startups.
</p>
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<!-- Team Member 3 -->
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<div class="h-48 w-48 mx-auto rounded-full bg-gradient-to-br from-blue-500 to-indigo-600 p-1 mb-6">
<div class="bg-white h-full w-full rounded-full p-1 overflow-hidden">
<img src="https://images.unsplash.com/photo-1551836022-d5d88e9218df?ixlib=rb-4.0.3&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=687&q=80"
alt="Dr. Priya Patel"
class="h-full w-full object-cover rounded-full">
</div>
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<h3 class="text-xl font-bold mb-1">Dr. Priya Patel</h3>
<p class="text-indigo-600 mb-3">Research Lead</p>
<p class="text-gray-600 text-sm">
PhD in NLP from Stanford. Expert in transformer architectures.
</p>
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<!-- Team Member 4 -->
<div class="text-center">
<div class="h-48 w-48 mx-auto rounded-full bg-gradient-to-br from-blue-500 to-indigo-600 p-1 mb-6">
<div class="bg-white h-full w-full rounded-full p-1 overflow-hidden">
<img src="https://images.unsplash.com/photo-1560250097-0b93528c311a?ixlib=rb-4.0.3&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=687&q=80"
alt="Michael Johnson"
class="h-full w-full object-cover rounded-full">
</div>
</div>
<h3 class="text-xl font-bold mb-1">Michael Johnson</h3>
<p class="text-indigo-600 mb-3">MLOps Architect</p>
<p class="text-gray-600 text-sm">
Designed scalable ML infrastructure at AWS and Netflix.
</p>
<div class="flex justify-center space-x-3 mt-4">
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<!-- Testimonials -->
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<h2 class="text-3xl md:text-4xl font-bold mb-4">What Our <span class="gradient-text">Clients</span> Say</h2>
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★★★★★
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"decision-labs took on our most challenging prediction problem that had stumped our internal team for months. Their approach was methodical, creative, and delivered results that dramatically improved our operations."
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<h4 class="font-bold text-gray-800">Emma Parker</h4>
<p class="text-sm text-gray-600">CTO, Industrial Analytics Co.</p>
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★★★★★
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"What impressed me most was how decision-labs balanced cutting-edge research with practical engineering. They didn't just deliver a model - they delivered a production-ready system our team could maintain."
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<h4 class="font-bold text-gray-800">David Kim</h4>
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Pre-built solutions for common enterprise challenges
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Fullstack geospatial backend as a service for location-aware applications.
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Advanced deepfake detection for satellite imagery and geospatial data.
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AI-powered remote sensing analysis via natural language commands.
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