AI MANAGED SERVICES

We'll tell you the truth about AI. Even when it's sour.

Sour Lemon AI cuts through the noise. We build, deploy, and manage AI and machine learning systems that actually work — from bare metal infrastructure to production agents.

Free Consultation Our Services

Free Discovery Calls: 0 min
Unnecessary AI Projects: 0
Response Time: 0hr
Honest Assessments: 0%

SOUND FAMILIAR?

Does this sound like your team?

We spent six months on an AI proof-of-concept that never made it to production.

Our AI vendor promised the moon. We got a chatbot that hallucinates our product catalog.

We know AI could help, but we have no idea where to start — or who to trust.

WHAT WE DO

Services built for reality.

AI Readiness Assessment

Know before you build.

We audit your data, infrastructure, and workflows to find where AI actually adds value — and where it doesn't. No sales pitch, just an honest roadmap.

Data quality & availability audit
Infrastructure readiness review
Use case prioritization matrix
Build vs. buy analysis
12-week implementation roadmap

Best for teams exploring AI for the first time or recovering from a failed initiative.

Strategic Advisory

AI Integration & Development

From prototype to production.

We design, build, and integrate AI and ML systems into your existing stack. RAG pipelines, fine-tuned models, custom ML models, agent workflows — whatever the use case demands.

Full-Stack Development

AI Operations & Monitoring

Ship it. Keep it running.

Production AI breaks in ways traditional software doesn't. We build the observability, evaluation, and incident response systems that keep your AI reliable.

MLOps & SRE

AI Infrastructure

Bare metal to cloud.

GPU clusters, training pipelines, inference optimization — we build the foundation that makes everything else possible. On-prem, cloud, or hybrid.

Infrastructure Engineering

HOW WE WORK

Four steps. Zero surprises.

Discovery Call
30 minutes. No pitch deck. We listen to your problem, ask hard questions, and tell you honestly if we can help.
Honest Assessment
We dig into your data, infrastructure, and goals. You get a clear-eyed report — including what won't work.
Build & Iterate
Small, measurable milestones. Weekly demos. No vanishing into a black box for three months.
Ship & Support
Production deployment with monitoring, documentation, and knowledge transfer. We stick around until it's solid.

Discovery Call

30 minutes. No pitch deck. We listen to your problem, ask hard questions, and tell you honestly if we can help.

Honest Assessment

We dig into your data, infrastructure, and goals. You get a clear-eyed report — including what won't work.

Build & Iterate

Small, measurable milestones. Weekly demos. No vanishing into a black box for three months.

Ship & Support

Production deployment with monitoring, documentation, and knowledge transfer. We stick around until it's solid.

WHO WE ARE

Enterprise pedigree.Startup speed.

Small team. Deep expertise. We've shipped AI at Fortune 500 scale and built products from scratch — with the rigor of a big org and the speed of a startup.

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

NO HYPE • HONEST ANSWERS • AI & MACHINE LEARNING • FULL STACK • BARE METAL TO AGENTS

LET'S TALK

Ready for an honest conversation?

Book a free 30-minute discovery call. No sales pitch, no pressure — just a straightforward conversation about whether AI makes sense for your business.

Book a Call