IDFA

Applied AI for Governance, Risk & Advisory

AI on a foundation of knowledge.

We don't bring AI to your organization. We surface the intelligence it already produces. Built for regulated Saudi enterprises, in Arabic, in-Kingdom, humans in command.

The first conversation is a discovery call, not a pitch.

The problem

Complexity scales faster than visibility.

As Saudi institutions move from founder-driven to institutional scale, complexity outruns leadership's visibility and manual work compounds.

Legal

Lawyers re-research the same questions and risk citing superseded law.

Finance

Teams rebuild reports by hand instead of steering the business.

GRC & Boards

Compliance is treated as overhead; signal is lost in noise.

Generic AI doesn't fix this: it doesn't understand Arabic or the regulatory context, and isn't defensible enough for a regulator or board.

Aligned with the Kingdom's frameworks

  • SAMA CSF
  • PDPL
  • NCA ECC
  • SDAIA
  • ZATCA
  • ISO/IEC 42001
  • ISO/IEC 27001

Knowledge is the foundation

Reliable AI needs reliable context.

Every practice we run stands on a governed knowledge and context layer: our Arabic-first Knowledge Management AI. We build the context first, then the agents and tools that act on it. Built to understand Arabic, not just translate it.

Human expertiseGovernance, finance, accounting, law
AI capabilityEngineering, data, agents, models
Knowledge Management AIGoverned context, Arabic-first
GRC
Management & Financial
Organizational

Diagram. Human expertise and AI capability flow into a Knowledge Management AI foundation, which supports three practice areas: GRC, Management & Financial, and Organizational.

Practices

Built on knowledge. Delivered with intelligence.

Three practice areas, one foundation. AI and digital transformation are not a separate service, they are woven through how every engagement is delivered.

Practice

GRC, AI-accelerated

Controls mapped to PDPL, NCA ECC and SAMA CSF; real-time executive visibility; continuous, audit-ready compliance.

Practice

Management & Financial Advisory

An AI-enabled finance function that turns data into board-level decisions, with every output defensible.

Practice

Organizational Consulting

Redesigned structures and processes, with governed, agentic workflows so the new model runs.

Proof

Our founders ship production AI inside regulated Saudi institutions. A representative build:

87,000+

claims trained on

37.7%

auto-handle rate

99.98%

detection precision

<2 min

from ~25 min

The alternatives

Three alternatives, each with a gap.

Generic AI tools

ChatGPT, Copilot, off-the-shelf RAG: no Arabic or regulatory context, not sovereign, answers no one can defend to a regulator or board.

Big Four & consultancies

Advise with slideware and generic frameworks; don't build and run production AI; slow and expensive.

Local SIs & point SaaS

Build software but lack the domain depth and Arabic-first AI to be trusted in regulated work.

Our edge

Domain depth met by builders, Arabic-first and defensible by construction, sovereign by default. We surface and amplify the intelligence the organization already has.

What we believe

Six principles.

The convictions that shape every engagement.

Governance is an accelerant.

Designed well, governance adds speed and confidence, not friction.

AI amplifies your intelligence.

We surface and organize the intelligence you already generate. We do not import it.

Knowledge before agents.

We build the governed knowledge and context layer first, then the tools that act on it.

Defensible by construction.

Outputs are evidence-gated and citation-grounded, defensible line by line, never plausible fiction.

Arabic, understood.

Built to understand Arabic and its legal and regulatory context, not to translate it.

Humans in command.

Sovereign, in-Kingdom, and always under human judgment.

Our AI DNA in practice

Understand. Build. Tune. Elevate.

We are AI people at heart. We use our AI DNA to understand the real problems, challenges and paths of change inside an organization, then we build and continuously tune the tools that solve them, to elevate the human experience rather than replace it.

01

Understand

We read the problem with AI. Discovery, document intake, and an evidence map across your processes, controls and data.

02

Build

We build tailored tools, agents and workflows on top of a governed knowledge layer. No templated dashboards.

03

Tune

AI engines are aligned to an ever-evolving reality, not set once and forgotten. Regulation, market and your operations all shift; the system follows.

04

Elevate

We amplify your people. Humans stay in command. The aim is to elevate the human experience, not replace it.

Ready to put AI on a foundation of knowledge?

We work with boards and executive teams across the Kingdom. The first conversation is a discovery call, not a pitch.

IDFA | Applied AI for Governance, Risk & Advisory