AI ENGINEERING STUDIO

AI systems that work the way your business already does.

We automate complex workflows, build intelligent systems from your data, and help your business stay visible as search moves to AI.

Founder-led. Hands-on. Cloud or private deployment
ENGINEERED FOR THE REAL WORLD

AI automation Search visibility Applied machine learning

THE STUDIO

Built by the people you work with.
No layers in between.

We started IterFyn. to close the gap between what AI can do and what businesses actually need.

You work directly with the people designing, building, and deploying your systems. No layers of account managers—just a hands-on team that understands your requirements and stays involved as the system evolves.

Your context. Our craft.

OUR EXPERTISE

Three disciplines.
One connected approach.

From the first integration to the last mile.
Built for how your business works.

AI Assistants & Automation

AI Assistants &
Workflow Automation

Custom AI agents connected to your tools, data, and everyday workflows. From n8n integrations to private local LLMs, we build around your requirements for control and reliability.

AI agents n8n Private LLMs
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AI Search Visibility

AI Search Visibility
& SEO

Help the right people find you in ChatGPT, Perplexity, and Google AI Overviews. We combine GEO and AEO with traditional SEO to make your expertise easier to discover and understand.

GEO / AEO SEO Brand authority
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Applied Data & ML

Applied Data &
ML Systems

Turn scattered documents and manual processes into dependable data pipelines. Extraction, classification, and analysis built with the right models, measurable evaluation, and real engineering.

Data pipelines ML models Analytics
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SELECTED WORK

Real problems.
Practical applications.

ILLUSTRATIVE SCENARIO.
Examples of how we approach real business problems.

APPLIED DATA · BUSINESS INTELLIGENCE

Turn scattered business data into useful insights.

The challenge
Important information was spread across spreadsheets, databases, reports, and other tools. Teams spent hours collecting and analyzing it manually.
Our approach
We brought the data together, automated the repetitive analysis, and created one clear dashboard with the information the team needed.
The result
Teams could see important changes faster, spend less time preparing reports, and make decisions with up-to-date information.
Less reporting time through automated analysisIllustrative scenario ⓘ

AI AUTOMATION · SYSTEM INTEGRATION

Automate the work between your business tools.

The challenge
Employees spent hours copying information between emails, documents, CRM, ERP, and other systems.
Our approach
We connected the tools and built an AI workflow that reads incoming information, updates the right systems, and sends unusual cases to employees for review.
The result
Less repetitive work, fewer manual errors, and more time for higher-value tasks.
Less manual processing across connected workflowsIllustrative scenario ⓘ

HOW WE WORK

From your first question
to a system you can count on.

  1. Discovery

    Map your workflows, understand your data, and agree on what success looks like.

  2. Build

    Prototype the critical pieces. Test with real scenarios. Refine together.

  3. Deploy

    Integrate into your environment, on cloud or private infrastructure. Document and hand over.

  4. Evolve

    Monitor performance, handle changes, and improve the system as your business evolves.

LET’S BUILD SOMETHING USEFUL

What could work
better in your business?

Tell us what’s slowing you down.
We’ll start with a conversation, not a sales deck.

Let’s find a starting point.

A focused conversation about your workflow, your goals, and where technology could remove friction.

◷   30 minutes ◎   Video call
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