We build AI systems that
actually make it to production.
Most ML projects die as prototypes. Ours run on factory floors, drilling rigs, and trading desks — 24/7, without hand-holding. We only take on 3 clients per month so every engagement gets senior-level attention and real results.
No commitment required — we prove value before you spend a dollar
AI & ML Systems That Drive Real Business ROI
We don't build demos. We build production systems across four core areas — each refined through real client deployments where the cost of failure was measured in millions, not metrics.
Systems Running Right Now. Generating ROI.
Every project below is live in production. Real systems, real clients, real revenue impact — not slide decks.
We Let the Results Speak
Every client came in skeptical. Every client stayed. Here's why.
“Opulion delivered what two previous vendors couldn't: a production ML system that actually runs 24/7 without babysitting. Their sprint model let us validate the approach before committing — exactly what we needed.”
“We went from manual inspection to fully automated defect detection in 10 weeks. The ROI was clear within the first month. Mostafa's team understands production constraints in ways academic ML teams simply don't.”
“The analytics engine they built processes our entire 12M property database nightly. Every acquisition we've made in the last year started with an Opulion flag. It's become our competitive edge.”
“What impressed us most was the honesty. They told us upfront which parts of our problem ML could solve and which it couldn't. That saved us months and hundreds of thousands of dollars.”
“Working with Opulion feels like having a world-class ML team on demand. The weekly demos kept us aligned, and the money-back guarantee on the trial sprint made the decision easy.”
Small Team. Outsized Results.
We're intentionally lean — no layers, no junior handoffs, no bloat. You work directly with senior engineers who've shipped production ML across defense, energy, manufacturing, and finance.
Defense-Grade Quality
Systems deployed for classified defense and aerospace programs
6+ Countries
Serving clients across North America, Europe, and the Middle East
0 Failed Sprints
100% satisfaction rate. Money-back guarantee never invoked
Profitable & Growing
Bootstrapped, no outside funding — we grow on client results, not hype
4-Week Average
From kickoff to first production deployment — not months, weeks
Selective by Design
3 clients per month. Every engagement gets founder-level attention
Get Free Value Before You Commit
We don't start with a sales call. We start by solving your problem — then you decide if it's worth going further.
Tell Us Your Challenge
Reach out via our contact form or email Mostafa directly. Describe what you're trying to solve — industry, constraints, timeline. No forms with 20 fields, just the problem.
Free — takes 5 minutesWe Assess Your Problem
Mostafa personally reviews your challenge. You get an honest technical assessment — what's achievable, what's not, what it would take, and whether ML is even the right approach.
Within 24 hoursCustom Technical Breakdown
If there's a fit, we deliver a full analysis: architecture, implementation plan, risk register, ROI model. Built for your specific case, not a template.
$1,500 — Money-back guaranteeDecide With Confidence
You'll have everything you need to make an informed decision. If the analysis isn't worth 10x what you paid, we refund every dollar. No questions asked.
Zero riskWhat a Big 4 Charges $150K For.
We Deliver for $1,500.
Same deliverable. Better quality. Because you're getting a senior engineer who's actually solving your problem — not a team of interns producing slide decks while a partner bills you $800/hour to “oversee.”
What You Get
- Full ML system architecture designed for your specific environment
- Phased implementation roadmap with exact milestones and timeline
- Risk register with mitigations for your infrastructure constraints
- Data readiness assessment with identified gaps and remediation steps
- ROI financial model: conservative, realistic, and upside scenarios
- Build vs buy vs partner analysis for your specific tech stack and team
Real talk: Clients tell us this analysis alone is worth $50-100K based on what they've paid Big 4 firms for equivalent (or worse) output. We price it at $1,500 because it's the start of a relationship, not the end of one.
Deep Analysis & Implementation Plan
Delivered in 3–5 business days
Only 3 spots available per month at this introductory price. Once we're at capacity, this goes to $5,000+.
If you're not satisfied with the depth and actionability of the analysis, we refund every dollar. No conditions. No back-and-forth.
Contact us to secure your spot — Stripe checkout coming soon
Find out if we're the
right fit for your challenge.
Tell us about your challenge. Mostafa will personally review it and respond within 24 hours with an honest assessment — what's achievable, what's not, and what it would take. No pitch, no pressure, no sales reps.