WHO WE ARE

Who We Are

We've shipped AI that actually works. We started Sour Lemon because most companies are paying for AI theater and calling it transformation.

Our Mission

We started Sour Lemon AI because we kept seeing the same pattern: companies hiring AI and machine learning vendors who oversold, underdelivered, and disappeared. We believe the AI and ML industry needs more honesty and less hype. That means sometimes telling clients that they don't need AI — or that their data isn't ready — or that the shiny new model won't solve their actual problem. It's not always what people want to hear. But it's always what they need to hear.

Honesty over hype

We'll tell you what works and what doesn't. Even when the truth is sour.

Production over prototypes

Demos are easy. Production systems that work at 3 AM are hard. We focus on the hard part.

Pragmatism over perfection

The best AI solution is the one that ships, scales, and solves the actual problem.

What We Work With

AI & ML
LLMs & AgentsRAG PipelinesFine-TuningComputer VisionMLOpsDeep LearningNLPPredictive Models
Engineering
PythonTypeScriptRustKubernetesTerraform
Infrastructure
GPU ClustersAWS/GCP/AzureEdge DeploymentCI/CDObservability

The best AI strategy starts with knowing what AI can't do for you.

Sour Lemon AI

Want to work together?