IOTA Technologies AI Labs

IOTA Labs

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IOTA Labs

(iota — 01)

ABOUT IOTA

An AI company for the financial sector, building
on-premise, air-gapped AI you never expose to the outside world.

An AI company for the financial sector, building on-premise, air-gapped AI you never expose to the outside world.

VALUES • IDEAS • VIEW •VALUES • IDEAS • VIEW •

VALUES • IDEAS • VIEW •VALUES • IDEAS • VIEW •

(iota — 02)

Built for Real Work

How
We Build

We build AI that runs entirely inside your
perimeter — on-premise and air-gapped, never in the cloud.

We build AI that runs entirely inside your perimeter — on-premise and air-gapped, never in the cloud.

EXPLORE OUR APPROACH

We believe AI should improve work, not add complexity. If it doesn’t make operations clearer, faster, and more reliable, it doesn’t belong.

We believe AI should improve work, not add complexity.
If it doesn’t make operations clearer, faster, and more reliable, it doesn’t belong.

Our focus is not on adding automation for the sake of it,

but on designing systems that remain understandable,

controllable, and aligned with real operational needs.

Our focus is not on adding automation for the sake of it, but on designing systems that remain understandable, controllable, and aligned with real operational needs.

(iota — 02)

OUR JOURNEY

Engineering systems that turn

complex work into automation

Engineering systems that turn complex work into automation

From early automation tools to building
production AI systems used by growing companies.

2012 — 2019

Small Team Beginnings

IOTA began as a compact engineering team, delivering systems and consulting work for enterprise clients.

2019 — 2021

GCC Expansion

We expanded across the Gulf, serving banks and financial institutions in Saudi Arabia and the UAE.

2024 — 2025

First AI Product

We shipped our first AI product — on-premises, air-gapped AI built for regulated environments.

2025 — Present

Operational AI Studio

Today IOTA runs as an operational AI studio: AI products and engineering for regulated finance, deployed inside our clients' walls.

2012 — 2019

Small Team Beginnings

IOTA began as a compact engineering team, delivering systems and consulting work for enterprise clients.

2019 — 2021

GCC Expansion

We expanded across the Gulf, serving banks and financial institutions in Saudi Arabia and the UAE.

2024 — 2025

First AI Product

We shipped our first AI product — on-premises, air-gapped AI built for regulated environments.

2025 — Present

Operational AI Studio

Today IOTA runs as an operational AI studio: AI products and engineering for regulated finance, deployed inside our clients' walls.

2012 — 2019

Small Team Beginnings

IOTA began as a compact engineering team, delivering systems and consulting work for enterprise clients.

2019 — 2021

GCC Expansion

We expanded across the Gulf, serving banks and financial institutions in Saudi Arabia and the UAE.

2024 — 2025

First AI Product

We shipped our first AI product — on-premises, air-gapped AI built for regulated environments.

2025 — Present

Operational AI Studio

Today IOTA runs as an operational AI studio: AI products and engineering for regulated finance, deployed inside our clients' walls.

(WDX® — 04)

Built Around Real Work

What shapes how we think, build, and
approach real operational systems.

Reviewing system flows

Aligning on real operational constraints

Sharing system thinking

Presenting how AI works in real environments

Working through decisions

Mapping workflows and execution logic

Our work is shaped by how

real operations actually behave

We don’t build AI for the sake of it. We work

on systems where execution matters — where

decisions have consequences and workflows

need to operate reliably.

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Designing system logic

Breaking down workflows step by step

Aligning on execution

Coordinating systems across teams

SUPPORT • INFORMATION •SUPPORT • INFORMATION •

SUPPORT • INFORMATION •SUPPORT • INFORMATION •

(iota — 03)

frequently asked questions

Core
Questions

A clear set of answers about how we design, build,
and deploy AI systems in real environments.

A clear set of answers about how we design, build, and deploy AI systems in real environments.

CONTACT SUPPORT

001.

Where does the AI actually run?

Entirely inside your environment — on-premise or fully air-gapped. Your data, models, and prompts never leave your infrastructure or touch the public internet.

001.

Where does the AI actually run?

Entirely inside your environment — on-premise or fully air-gapped. Your data, models, and prompts never leave your infrastructure or touch the public internet.

002.

How do you handle regulatory compliance?

We design for regulated financial environments from day one — air-gapped deployment, controlled access, full auditability, and controls aligned with your regulator's requirements (e.g. SAMA, GDPR).

002.

How do you handle regulatory compliance?

We design for regulated financial environments from day one — air-gapped deployment, controlled access, full auditability, and controls aligned with your regulator's requirements (e.g. SAMA, GDPR).

003.

Can you integrate with our core banking and existing systems?

Yes. We integrate with your existing core banking platforms, databases, and internal services through secure APIs — including partners like Tuum — adapting to your architecture rather than replacing it.

003.

Can you integrate with our core banking and existing systems?

004.

How do you keep our sensitive data secure?

Security is built into the architecture: air-gapped or on-premise deployment, encrypted storage, controlled access layers, and isolated environments — so nothing is exposed to the outside world.

004.

How do you keep our sensitive data secure?

Security is built into the architecture: air-gapped or on-premise deployment, encrypted storage, controlled access layers, and isolated environments — so nothing is exposed to the outside world.

005.

How do you handle AI hallucinations and reliability?

We reduce hallucinations through system design, not just model choice — retrieval-augmented generation over your own data, validation layers, guardrails, and human-in-the-loop controls for high-stakes decisions.

005.

How do you handle AI hallucinations and reliability?

An AI company for the financial sector, building on-premise, air-gapped AI you never expose to the outside world.

Who We Are (®)

Who
We Are (®)

Who We Are (®)

How
We Build

We build AI that runs entirely inside your perimeter — on-premise and air-gapped, never in the cloud.

Our focus is not on adding automation for the sake of it, but on designing systems that remain understandable, controllable, and aligned with real operational needs.

Engineering systems that turn

complex work into automation

Engineering systems that turn complex work into automation

What Dives Us (*)

What
Dives Us (*)

Core
Questions

A clear set of answers about how we design, build, and deploy AI systems in real environments.

001.

001.

002.

002.

003.

003.

004.

004.

005.

005.

An AI company for the financial sector, building on-premise, air-gapped AI you never expose to the outside world.

Who We Are (®)

Who We Are (®)

Who We Are (®)

How We Build

We build AI that runs entirely inside your perimeter — on-premise and air-gapped, never in the cloud.

Our focus is not on adding automation for the sake of it, but on designing systems that remain understandable, controllable, and aligned with real operational needs.

Engineering systems that turn

complex work into automation

Engineering systems that turn complex work into automation

What Dives Us (*)

What Dives Us (*)

CoreQuestions

A clear set of answers about how we design, build, and deploy AI systems in real environments.

001.

001.

002.

002.

003.

003.

004.

004.

005.

005.

Who
We Are (®)

How
We Build

What
Dives Us (*)

Core
Questions