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AI FOR FINANCIAL INSTITUTIONS

The right leap on AI

The right leap on AI

The right leap on AI

The right leap on AI

The right leap on AI

The right leap on AI

The right leap on AI

The right leap on AI

The right leap on AI

The right leap on AI

for regulated finance.

for regulated finance.

for regulated finance.

We build air-gapped, compliance-ready AI systems for banks and financial institutions — so you can move fast on AI without moving data outside your walls.

We build air-gapped, compliance-ready AI systems for banks and financial
institutions — so you can move fast on AI without moving data outside your walls.

We build air-gapped, compliance-ready AI systems for banks and financial institutions — so you can move fast on AI without moving data outside your walls.

We build air-gapped, compliance-ready AI systems for banks and

financial institutions — so you can move fast on AI without moving data outside your walls.

  • Automation over busywork

  • Decisions powered by data

  • AI built for real workflows

  • Production-ready intelligence

  • Systems that actually ship

  • AI integrated into operations

Lady's photo

7 AI products

100%

deployable on-prem, air-gapped

Lady's photo

7 AI products

100%

deployable on-prem, air-gapped

  • iChat · iRegTech · Qantara · SANAD · iHarness · iCompliance · iInvestmentHouse

  • (IOTA Labs)

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PRODUCTS BY IOTA LABS

Seven products. One perimeter.

Every IOTA product runs inside your perimeter — on-prem or air-gapped. Two are available today, one is pilot-ready, and the rest are in development or on the roadmap. Open a product for its stack, status and how to get access.

Sealed vault — air-gapped AI

Available

iChat by IOTA

IOTA’s AI coding assistant for regulated, air-gapped organisations. It runs in VS Code, JetBrains IDEs and the terminal, against models you host yourself, with the iHarness engine at its core — and nothing leaves your network.

LEARN MORE

Two systems interlocking — regulations mapped to controls

Available

iRegTech by IOTA

IOTA's regulatory change platform: AI that tracks the rules as they move and maps them to your policies and controls — inside your perimeter.

LEARN MORE

Sealed vault — air-gapped AI

Pilot-ready

iHarness by IOTA

The engine inside iChat, now sold on its own. One gateway between any chat tool or IDE and the models you host yourself: every request is admitted, shaped, run, checked and recorded inside your network.

LEARN MORE

Sealed vault — air-gapped AI

In development

Qantara by IOTA

The control plane for enterprise AI tools — an on-prem AI Gateway, MCP Registry, MCP Gateway, and MCP Runtime that govern what every AI agent can reach.

LEARN MORE

Sealed vault — air-gapped AI

In development

SANAD by IOTA

IOTA’s loan origination platform (LOS) for KSA and UAE lenders — a product-agnostic origination engine with Shariah-compliant product modules: Murabaha supply chain finance (Wasl), Tawarruq, BNPL and embedded lending, with each institution’s Shariah rulings held as configuration.

LEARN MORE

Shield of glowing nodes — compliance protection

Roadmap

iCompliance by IOTA

IOTA's compliance intelligence platform: AI that reads the rules and your records — inside your perimeter, with an evidence trail your auditors can trust.

LEARN MORE

Flowing financial data streams

Roadmap

iInvestmentHouse by IOTA

IOTA’s investment house platform — a portal for startup and venture investment houses that brings deal flow, portfolio, treasury and market intelligence into one governed workspace, with an executive copilot that answers from the house’s own records.

LEARN MORE

DESIGN • BUILD • DEPLOY • DESIGN • BUILD • DEPLOY • 

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AI SERVICES

AI services we offer

Beyond the products: the engineering that puts AI inside a regulated perimeter — built, deployed and operated by the same team.

001.

AI DEVELOPMENT

AI Development

Custom LLM applications, retrieval over your own data and fine-tuned models — built for regulated environments from day one.

WHAT WE ANALYZE

001.

Private LLM applications

002.

Retrieval over your documents

003.

Fine-tuning and evaluation

004.

Guardrails and audit

002.

AI AGENTS & COPILOTS

AI Agents & Copilots

Agents and copilots that act inside your systems through governed tools, with a human in the loop where it matters.

WHAT WE ANALYZE

001.

Agentic workflows

002.

Governed tool access (MCP)

003.

Copilots for engineering and operations

004.

Approval and audit trails

003.

ON-PREM & AIR-GAPPED AI

On-Prem & Air-Gapped AI

Model serving, GPU environments and the platform layer to run AI with no egress — on your hardware or in-Kingdom cloud.

WHAT WE ANALYZE

001.

vLLM model serving on your GPUs

002.

Air-gapped deployment and licensing

003.

Identity, policy and observability

004.

Operations and upgrades

004.

AI STRATEGY & GOVERNANCE

AI Strategy & Governance

Use-case selection, architecture and the governance regulators expect — SAMA, NCA, NDMO and PDPL designed in, not evidenced after.

WHAT WE ANALYZE

001.

AI readiness and use-case assessment

002.

Target architecture and build-vs-buy

003.

Responsible AI and model governance

004.

Regulatory alignment

PLAN • BUILD • RUN •PLAN • BUILD • RUN •

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2

3

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AI SERVICES

AI services we offer

Beyond the products: the engineering that puts AI inside a regulated perimeter — built, deployed and operated by the same team.

001.

AI DEVELOPMENT

AI Development

Custom LLM applications, retrieval over your own data and fine-tuned models — built for regulated environments from day one.

WHAT WE ANALYZE

001.

Private LLM applications

002.

Retrieval over your documents

003.

Fine-tuning and evaluation

004.

Guardrails and audit

002.

AI AGENTS & COPILOTS

AI Agents & Copilots

Agents and copilots that act inside your systems through governed tools, with a human in the loop where it matters.

WHAT WE ANALYZE

001.

Agentic workflows

002.

Governed tool access (MCP)

003.

Copilots for engineering and operations

004.

Approval and audit trails

003.

ON-PREM & AIR-GAPPED AI

On-Prem & Air-Gapped AI

Model serving, GPU environments and the platform layer to run AI with no egress — on your hardware or in-Kingdom cloud.

WHAT WE ANALYZE

001.

vLLM model serving on your GPUs

002.

Air-gapped deployment and licensing

003.

Identity, policy and observability

004.

Operations and upgrades

004.

AI STRATEGY & GOVERNANCE

AI Strategy & Governance

Use-case selection, architecture and the governance regulators expect — SAMA, NCA, NDMO and PDPL designed in, not evidenced after.

WHAT WE ANALYZE

001.

AI readiness and use-case assessment

002.

Target architecture and build-vs-buy

003.

Responsible AI and model governance

004.

Regulatory alignment

(iota — 03)

AI SERVICES

AI services we offer

Beyond the products: the engineering that puts AI inside a regulated perimeter — built, deployed and operated by the same team.

001.

AI DEVELOPMENT

AI Development

Custom LLM applications, retrieval over your own data and fine-tuned models — built for regulated environments from day one.

WHAT WE ANALYZE

001.

Private LLM applications

002.

Retrieval over your documents

003.

Fine-tuning and evaluation

004.

Guardrails and audit

002.

AI AGENTS & COPILOTS

AI Agents & Copilots

Agents and copilots that act inside your systems through governed tools, with a human in the loop where it matters.

WHAT WE ANALYZE

001.

Agentic workflows

002.

Governed tool access (MCP)

003.

Copilots for engineering and operations

004.

Approval and audit trails

003.

ON-PREM & AIR-GAPPED AI

On-Prem & Air-Gapped AI

Model serving, GPU environments and the platform layer to run AI with no egress — on your hardware or in-Kingdom cloud.

WHAT WE ANALYZE

001.

vLLM model serving on your GPUs

002.

Air-gapped deployment and licensing

003.

Identity, policy and observability

004.

Operations and upgrades

004.

AI STRATEGY & GOVERNANCE

AI Strategy & Governance

Use-case selection, architecture and the governance regulators expect — SAMA, NCA, NDMO and PDPL designed in, not evidenced after.

WHAT WE ANALYZE

001.

AI readiness and use-case assessment

002.

Target architecture and build-vs-buy

003.

Responsible AI and model governance

004.

Regulatory alignment

(iota — 03)

AI SERVICES

AI services we offer

Beyond the products: the engineering that puts AI inside a regulated perimeter — built, deployed and operated by the same team.

001.

AI DEVELOPMENT

AI Development

Custom LLM applications, retrieval over your own data and fine-tuned models — built for regulated environments from day one.

001.

Private LLM applications

002.

Retrieval over your documents

003.

Fine-tuning and evaluation

004.

Guardrails and audit

002.

AI AGENTS & COPILOTS

AI Agents & Copilots

Agents and copilots that act inside your systems through governed tools, with a human in the loop where it matters.

001.

Agentic workflows

002.

Governed tool access (MCP)

003.

Copilots for engineering and operations

004.

Approval and audit trails

003.

ON-PREM & AIR-GAPPED AI

On-Prem & Air-Gapped AI

Model serving, GPU environments and the platform layer to run AI with no egress — on your hardware or in-Kingdom cloud.

001.

vLLM model serving on your GPUs

002.

Air-gapped deployment and licensing

003.

Identity, policy and observability

004.

Operations and upgrades

004.

AI STRATEGY & GOVERNANCE

AI Strategy & Governance

Use-case selection, architecture and the governance regulators expect — SAMA, NCA, NDMO and PDPL designed in, not evidenced after.

001.

AI readiness and use-case assessment

002.

Target architecture and build-vs-buy

003.

Responsible AI and model governance

004.

Regulatory alignment

PLAN • BUILD • RUN •PLAN • BUILD • RUN •

1

2

3

4

/4

(iota — 03)

AI SERVICES

AI services we offer

Beyond the products: the engineering that puts AI inside a regulated perimeter — built, deployed and operated by the same team.

001.

AI DEVELOPMENT

AI Development

Custom LLM applications, retrieval over your own data and fine-tuned models — built for regulated environments from day one.

WHAT WE ANALYZE

001.

Private LLM applications

002.

Retrieval over your documents

003.

Fine-tuning and evaluation

004.

Guardrails and audit

002.

AI AGENTS & COPILOTS

AI Agents & Copilots

Agents and copilots that act inside your systems through governed tools, with a human in the loop where it matters.

WHAT WE ANALYZE

001.

Agentic workflows

002.

Governed tool access (MCP)

003.

Copilots for engineering and operations

004.

Approval and audit trails

003.

ON-PREM & AIR-GAPPED AI

On-Prem & Air-Gapped AI

Model serving, GPU environments and the platform layer to run AI with no egress — on your hardware or in-Kingdom cloud.

WHAT WE ANALYZE

001.

vLLM model serving on your GPUs

002.

Air-gapped deployment and licensing

003.

Identity, policy and observability

004.

Operations and upgrades

004.

AI STRATEGY & GOVERNANCE

AI Strategy & Governance

Use-case selection, architecture and the governance regulators expect — SAMA, NCA, NDMO and PDPL designed in, not evidenced after.

WHAT WE ANALYZE

001.

AI readiness and use-case assessment

002.

Target architecture and build-vs-buy

003.

Responsible AI and model governance

004.

Regulatory alignment

(iota — 04) request access

Request access

Tell us which product you’re interested in and our people will connect with you soon — for access to a shipped product, an evaluation, or early access to one in development.

By submitting, you consent to IOTA processing your details to respond to you, per our Privacy Policy (Saudi PDPL).

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Product updates

Recent Updates

Recent Updates

Recent Updates

Rolling updates on every IOTA product — what shipped, what changed, and what is next.

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Our newsletters

Stay in the loop

  • No hype. Just systems

  • Clarity beats automation

  • Decisions over demos

  • Designed for messy reality

  • Systems that hold under pressure

PRINCIPLES • VALUES •PRINCIPLES • VALUES •
PRINCIPLES • VALUES •PRINCIPLES • VALUES •
PRINCIPLES • VALUES •PRINCIPLES • VALUES •

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OUR PRINCIPLES

What
We Believe

Core Beliefs

We design AI systems that improve real work —
not just demonstrate technology.

We design AI systems that improve real work — not just demonstrate technology.

We believe technology should solve real problems, not create new ones. If it doesn’t make the work simpler, faster, or clearer — it doesn’t belong.

We believe technology should solve real problems, not create new ones. If it doesn’t make the work simpler, faster, or clearer — it doesn’t belong.

We believe technology should solve real problems, not create new ones. If it doesn’t make the work simpler, faster, or clearer — it doesn’t belong.

We believe technology should solve real problems, not create new ones. If it doesn’t make the work simpler, faster, or clearer — it doesn’t belong.

We believe technology should solve real problems, not create new ones. If it doesn’t make the work simpler, faster, or clearer — it doesn’t belong.

Our job is not to automate everything. It’s to design systems that remain understandable, explainable, and controllable — even when things go wrong.

Our job is not to automate everything.

It’s to design systems that remain understandable,

explainable, and controllable — even when things go wrong.

Our job is not to automate everything. It’s to design systems that remain understandable, explainable, and controllable.

Our job is not to automate everything. It’s to design systems that remain understandable, explainable, and controllable — even

when things go wrong.

Our job is not to automate everything.

It’s to design systems that remain understandable,
explainable, and controllable — even when things go wrong.

SUPPORT • INFORMATION •SUPPORT • INFORMATION •
SUPPORT • INFORMATION •SUPPORT • INFORMATION •

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frequently asked questions

Questions, answered.

Questions, answered.

How our products are deployed, governed and integrated — the questions every risk committee asks first.

How our products are deployed, governed and integrated — the questions every risk committee asks first.

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 SAMA, NCA, NDMO and PDPL expectations.

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 SAMA, NCA, NDMO and PDPL expectations.

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 such as Tuum — adapting to your architecture rather than replacing it.

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 such as Tuum — adapting to your architecture rather than replacing it.

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?

Through system design, not just model choice — retrieval over your own data, validation layers, guardrails, and human-in-the-loop controls for high-stakes decisions, with every answer traceable to its source.

005.

How do you handle AI hallucinations and reliability?

Through system design, not just model choice — retrieval over your own data, validation layers, guardrails, and human-in-the-loop controls for high-stakes decisions, with every answer traceable to its source.

(iota — 09)

OUR CONTACT

Let's talk

Let's talk

Let's talk

Tell us about your environment and your AI goals.

We’ll help you build and deploy AI on-premise or air-gapped — without your data ever leaving your walls.

Tell us about your environment and your AI goals.

We’ll help you understand what it takes to build.

engagements@iotatechnologies.ai

engagements@iotatechnologies.ai

Social accounts —

Send message

Book a Call

Get a job

Which product are you interested in?
Preferred deployment

Send message

Book a Call

Get a job

Which product are you interested in?
Preferred deployment
  • No hype. Just systems

    No hype. Just systems

    No hype. Just systems

  • Clarity beats automation

    Clarity beats automation

    Clarity beats automation

  • Decisions over demos

    Decisions over demos

    Decisions over demos

  • Designed for messy reality

    Designed for messy reality

    Designed for messy reality

  • Systems that hold under pressure

    Systems that hold under pressure

    Systems that hold under pressure

(iota — end)

Closing Frame

Built Right

AI systems designed for clarity, reliability, and real
operational environments — not just experiments.

Home
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Updates
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Products
About Us
About Us
Contact Us
Contact Us

Socials

001.

LINKEDIN

Legal

001.

PRIVACY POLICY

002.

LEGAL ENTITY

003.

TERMS OF SERVICE

© 2026

IOTA Technologies Company

IOTA Labs builds production AI systems for regulated enterprises.

(iota — end)

Closing Frame

Built Right

AI systems designed for clarity, reliability, and real
operational environments — not just experiments.

Home
Updates
Products
About Us
Contact Us

Socials

001.

LINKEDIN

Legal

001.

PRIVACY POLICY

002.

LEGAL ENTITY

003.

TERMS OF SERVICE

© 2026

IOTA Technologies Company

IOTA Labs builds production AI systems for regulated enterprises.