10XAI
AI that actually works. Not hype, not demos — production-grade
intelligent automation that delivers measurable ROI.
Most AI Projects Fail
87% of AI projects never make it to production. Not because the technology doesn't work — but because they start with the model instead of the problem. I do it differently.
Problem First
I start with your business problem, not a technology demo. If AI isn't the answer, I'll tell you.
Prove It Fast
POC in days, not months. Real data, measurable results before you invest in a full build.
Production Grade
Error handling, monitoring, security, and scalability. Not a notebook — real software.
Measure Everything
Clear KPIs from day one. If it doesn't move the needle, we change the approach.
What I Build
End-to-end AI solutions — from strategy to production deployment.
Custom AI Agents
Autonomous agents that handle complex, multi-step business tasks — from customer support triage to data processing pipelines. Built to reason, act, and learn.
- Multi-agent orchestration
- Tool use & function calling
- Memory & context management
- Human-in-the-loop safeguards
Workflow Automation
Replace manual, repetitive processes with intelligent automation. From document processing to reporting, AI handles the grunt work so your team can focus on what matters.
- Document extraction & classification
- Automated reporting & summaries
- Email & communication automation
- Cross-system data sync
LLM Integration
Integrate large language models into your existing products and internal tools. RAG pipelines, fine-tuning, prompt engineering — whatever it takes to get real results.
- RAG (Retrieval-Augmented Generation)
- Prompt engineering & optimization
- Fine-tuning & evaluation
- Model selection & cost optimization
Data Pipelines
AI-powered data ingestion, transformation, and enrichment. Turn messy, unstructured data into clean, actionable intelligence your team can actually use.
- Unstructured data parsing
- Entity extraction & linking
- Semantic search & embeddings
- Real-time data enrichment
Real Problems, Real Results
From Idea to Production
A proven framework that de-risks AI investment and accelerates time to value.
AI Readiness Assessment
We map your workflows, identify automation opportunities, and score them by impact and feasibility. You get a prioritized roadmap — not a generic pitch.
2-3 daysProof of Concept
We pick the highest-impact opportunity and build a working prototype. Real data, real results. If it doesn't work, we pivot before you invest more.
3-5 daysProduction Build
The validated concept becomes production-grade software. Error handling, monitoring, security, and scalability built in from day one.
1-3 weeksDeploy & Iterate
Launch with monitoring and feedback loops. Continuously improve accuracy, speed, and coverage based on real-world performance data.
OngoingCommon Questions
Do I need a large dataset to get started with AI?
No. Many AI solutions work with your existing data, documents, and systems. For LLM-based solutions, we can start with zero training data and iterate from there. The key is having a clear problem to solve, not a massive dataset.
How do you handle data privacy and security?
Data security is non-negotiable. I work with private deployments, on-premise models when needed, and ensure all data processing meets GDPR/SOC 2 standards. Your data never leaves your infrastructure unless you want it to.
What's the typical ROI timeline?
Most clients see measurable ROI within 2-3 weeks of deployment. The POC phase is designed to validate value before you commit to a full build. If the numbers don't work, we stop — no sunk cost fallacy.
Can you integrate with our existing tech stack?
Yes. I build AI solutions that plug into what you already have — whether that's Salesforce, Slack, custom APIs, or legacy systems. The goal is augmentation, not replacement.
What if AI isn't the right solution for our problem?
I'll tell you. Not every problem needs AI. Sometimes a well-designed automation, a better database query, or a process change is the right answer. I'm not here to sell AI — I'm here to solve your problem.
Ready to Automate?
Let's find the highest-impact AI opportunity in your business.
Free assessment call — no pitch, just clarity.