What does Ingram specialize in?

Ingram specializes in AI deployment and custom AI agent development. We build production-ready AI systems — from multi-agent architectures to LLM-powered workflows — for startups and enterprises. Our R&D background means we solve the hard engineering problems that off-the-shelf tools can't.

How does Ingram ensure compliant AI practices?

We implement EU AI Act and ISO 42001 frameworks as standard. See our dedicated AI compliance services.

How does Ingram prioritize security?

Every deployment is penetration-tested. We've conducted live AI pentesting on fintech applications and apply those findings to our own builds. See our penetration testing service.

What makes Ingram's AI solutions different?

We're an R&D lab that deploys. That means we don't copy tutorials — we publish the research, then build from it. Our clients get production AI systems that reflect actual frontier engineering.

Can Ingram help with a custom AI strategy?

Yes. We offer structured AI strategy engagements — use case discovery, feasibility analysis, and a prioritized deployment roadmap. Start with a free consultation.

R&D LAB

AI Deployment,
Research-Grade.
We build and ship production AI agents. Faster, more reliably, because we do the research first.

See Deployments Let's Talk

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At the Edge of Innovation

Our team works on cutting-edge research and development of production-ready solutions, empowering businesses to harness the full potential of artificial intelligence.

Production AI Deployment
From validated prototype to live production system. We own the full deployment lifecycle, not just the PoC.
Security-First Architecture
Bank-grade encryption, penetration-tested systems, and zero data retention by default.
Rapid Deployment
Weeks, not quarters. We've shipped AI systems for companies serving millions of users.
Scalable AI Infrastructure
Optimized for real traffic. We've helped clients avoid costly architecture mistakes before they hit production.
Privacy-by-Design
GDPR-native. Your data never trains our models. Built for regulated industries.
Evaluation & Observability
We instrument every deployment with monitoring, drift detection, and performance analytics from day one.

Client Stories

Trusted by Industry Leaders

See how leading companies are transforming their businesses with our AI solutions.

Deployed in Production

"Ingram has built quality AI products and knows how to integrate super fast. Their team worked with us in record time and is constantly helping us build and improve with technical, security and scaling expertise."

Karan Vaidya

CEO at Composio

AI integration platform — production deployment

"We had the pleasure of engaging Ingram on Photoroom, specifically because of their unique background. They collaborated with our internal development team extremely efficiently."

Eliot Andres

Founder & CTO at Photoroom

AI image processing — team augmentation & deployment

"Ingram helped us refine our AI strategy with a strong focus on meeting EU AI Act requirements. Beyond guidance through AI R&D and compliance, their innovative AI solutions address real-world business challenges for us."

Danilo Djukanovic

Founder at Recrewty

AI recruitment — strategy & compliance

"Ingram has the rare expertise of quality at scale. They know how to build software that serves millions of users, and helped us avoid costly architecture mistakes."

Alex Kavanaugh

CTO at Roopairs

Field service platform — AI architecture at scale

"Ingram's expertise in cybersecurity and AI was invaluable to the Swarmnetics cybersecurity scanning project's implementation."

Wei Chieh Lim

Founder & CEO at Swarmnetics

Cybersecurity — AI pentesting deployment

News & Posts

Explore Our Insights

From our R&D Lab

Industry Analysis

Speech AI Is More Than Transcription

Modern speech models are usually discussed as STT systems. For therapy and clinical workflows, the more interesting question is what they can reveal about speech features.

Apr 30, 2026

Case Study

AI Pentesting in the Wild: What We Found on a Live Fintech App

An AI agent read a public JavaScript bundle, noticed a suspicious cookie, flipped one UUID, and logged into someone else's account. Here's what we found on a live fintech app.

Apr 21, 2026

Industry Analysis

The Iceberg Index: What We're Missing About AI and Work

A new MIT study argues that the AI disruption story we've been telling is pointed at the wrong part of the economy — and that the real exposure is five times larger than the headlines suggest.

Apr 12, 2026

Case Study

We Tested AI Pentesting on Our Own App. Here's What It Actually Found.

Your code ships fast. But is it safe? We put an AI-directed pentesting workflow to the test on our own application to find out what it can really catch, where it falls short, and why you still need a human in the loop.

Mar 23, 2026