Orso

I design and build your AI systems.
So you ship reliable production AI — fast.

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Proven Results

Impact you can measure, from Fortune 500s to startups.

Capture new value

Make unfeasible workflows achievable

Ntiva, Inc.

Revenue risk intelligence

4 Weeks to production

99% Cost reduction

Scattered client risk signals turned into something teams can monitor continuously, making churn risk visible before it escalates.

$250K → $500

Annual cost

Prohibitively manual → Automated

Feasibility

"Client risk analysis had always been brutally manual for us, so it was hard to keep close tabs on many clients or risk signals. Orso turned that into an AI system that surfaces repeated patterns over time, making client risk visible in a way we couldn't do before. Within weeks, it flagged an issue that had been hiding in our data for months."
Ted Brown Director

How I built this

Ntiva, Inc.

Enterprise intelligence agent

Minutes Time to insight

AI data agent built over internal data so teams move from manual investigation to on-demand strategic analysis.

Days → On-demand

Complex data analysis

Manual → Natural language query

Analysis mode

Self-checks, self-corrects, self-improves

Autonomous reasoning

"A game-changer. Orso built us an agent that understands how our business works and that goes beyond data lookups to deliver analysis that’s actually useful for strategic decisions. They also surfaced multiple opportunities we hadn't thought to look for. They're a rare partner that goes beyond the statement of work to set us up for long-term success."
Steve Banke CTO

Automate processes

Replace manual workflows with AI. Automate entire departments, not individual steps.

Government Agency

Regulatory service transformation

$500K Saved labour costs yearly

4,000 Cases automated monthly

Frontline service operations automated end-to-end with AI across document intake, data verification, and case resolution.

Every case → Exception only

Manual intervention

30% → 99%

AI workflow accuracy

3 working days → Minutes

Service turnaround

Ntiva, Inc.

Support operations triage

3x Accuracy boost

Triage rebuilt into standardized AI decision flow, reducing review friction and making prioritization consistent at speed.

Minutes → Seconds

Triage time per ticket

Reviewer-dependent → Standardized

Priority logic

"We had a hard time getting our custom prioritization logic into a working AI solution. Orso got us there, and we've had it running in production since 2024."
Steve Banke CTO

Unblock implementation

Solve technical roadblocks

BeroAI

Real-time voice agent

$1M Funding secured

10% → 95%+

RAG accuracy

5% → 95%+

Tool call reliability

10x

Latency reduction

"Orso resolved in hours what we had struggled with for weeks, and helped us redesign our entire AI architecture into one that finally performs. They exceeded all our expectations and I can't recommend them highly enough."
Ken Rees Founder & CEO

AI news service

2 Weeks to prototype

€1M Funding secured

Blocked → Clear implementation path

Core feature

Standstill → Validated

Product status

"Orso put together the technical approach for a key product feature very quickly and it was exactly what we needed."
Aleksi Kaistinen Founder

Get results like these for your team.

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About Orso

Independent practice

I am an Applied AI Engineer who has shipped production AI systems for Fortune 500s, government agencies, and startups alike.
Orso is my independent AI consulting practice.

When you hire Orso, you work directly with me — no handoffs, no juniors, no overhead. That means faster decisions, deeper context, and zero coordination tax.

What I do

I help companies ship reliable, production-grade AI focused on measurable outcomes:

AccuracyCost savingsTime savingsTime-to-market

My philosophy

I focus on delivering business impact, not charging recurring revenue.

You deserve a partner that makes your team more capable, not more dependent. Too many consulting practices chase maintenance contracts, creating incentives misaligned with your success.

My approach

I embed into your team to directly transfer skills and knowledge, typically for ~3 months. At the end of the engagement, you'll have:

Internal AI expertise

Good AI talent is hard to find and expensive to hire. Instead of competing for external hires, I develop your current engineers to work effectively with AI systems and deliver measurable improvements in 3 months.

Faster time to value

Days and not months to a prototype, with 3x - 5x faster iteration cycles.

Self-improving AI systems

Your AI system shouldn't stagnate after production. I create feedback mechanisms that automatically convert user interactions into actionable improvements, so your system becomes more effective as more people use it over time.

How I Work

What I offer

Services

Strategic Advisory

I provide technical advisory, not code. I design your agentic harness and give you an implementation roadmap, so your engineering team can build with confidence.

You get

A complete implementation plan containing a tailored AI solution architecture, feasibility prototyping to validate business impact, and systematic evaluation of AI performance.

Production Implementation

I embed within your engineering team to ship production-ready AI that integrates with your existing architecture. I work in your codebase, use your tools, and participate in your standups — functioning as an extension of your team.

You get

Production AI launched faster, and your team understands how to maintain and extend it.

Training Workshops

I run customized AI training programs across your organization, designed around your specific use cases. Content is tailored to each audience:

Executives learn to identify opportunities around AI and how to make informed
build-vs-buy decisions.
Product teams learn to scope AI features.
Engineering teams upskill on implementation and adopt AI best practices.

You get

Your entire organization speaks the same AI language and collaborates effectively.

What I bring

Technical Expertise

Rapid Prototyping & Validation

Turn ideas into working AI prototypes in days, not months.
Test both technical viability and business value before investing in complete development cycles.

Agent Systems Architecture

Design and implement autonomous AI workflows that handle complex, multi-step processes. From simple task automation to sophisticated reasoning systems.

Self-Improving AI Systems

Build systematic feedback mechanisms that automatically convert user interactions into actionable improvements, so your system becomes more effective as more people use it over time.

Advanced Prompt Engineering & LLM Optimization

Apply structured methods to prompt design, evaluation, and refinement for production. Build reliable, consistent outputs from language models at scale.

Hands-On Skills Transfer

Intensive training that builds lasting AI capabilities in your team.
Your engineers learn to own and extend AI systems.

LLM Fine-Tuning

Customize foundation models on your proprietary data to achieve higher accuracy, lower latency, and reduced costs for your specific use case.

Find what's right for you.

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Applied AI Insights

Sharing insights from my client work on designing the agentic harness and optimizing performance for latency, cost, and accuracy.
I write to share what works!

Your Agent Needs a Unified Query Layer, Not More API Connectors

What it took to ship an enterprise data agent for a major US IT services firm

Why book a consult?

Schedule a free 30-min consult to solve your AI challenges.
There's no obligation to work together after, and I guarantee you'll leave with at least 1 actionable insight.

"Best 30 minutes we have ever spent. Orso was extremely knowledgeable, helpful, and very prepared. We got a TON out of our time!"

"Orso arrived exceptionally prepared and gave great advice on a range of AI initiative we were considering. Highly recommend them for anything and everything AI related!"

"Orso was direct, brilliant, and a joy to work with. Several 'AHA moments' as they unraveled our previous misguided attempts. We will get their assistance and guidance again soon."

"Orso's engineering expertise was remarkable. We struggled for weeks with challenges that they resolved in hours! I can't recommend them highly enough."

"Orso was incredibly knowledgeable and generous with their wisdom. Our session was extremely informative and useful. I would recommend them to anyone looking to level up their AI prowess."

"Orso helped me think about parts of my process more than I had and their suggestions were on point. Highly recommend them to anyone who wants to do more with AI!"

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Get in Touch

Send a message

Or email directly to team.orso.ai@gmail.com

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I'll get back to you within 1 business day.

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