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AI in your operations.Discover. Design. Lead it live.

We discover where AI pays off, design it with your teams, and lead the build on the systems you already run.

Book a sessionHow we work

Organizations we have worked with

  • Social Development Bank
  • SABIC
  • flynas
  • Ministry of Interior
  • MOMAH
  • UN-Habitat
  • SVC Angel Fund

The problem

The mandate is clear. The path to live operations isn't.

Boards expect AI to change how the company runs. Most programs stall somewhere between the pilot and the people who would use it every day.

  1. Today

    Critical processes still run on paper, email, and workarounds that no system records.

  2. The requirement

    Anything you deploy has to respect PDPL, NCA controls, and where your data is allowed to live.

  3. The real question

    Not whether to use AI, but which processes to start with, on which data, and who stays accountable until it works.

The alternatives

The usual paths don't reach operations.

  1. Wait and see. Competitors learn while you wait, and the gap widens every quarter.

    • Waiting
    • The gap

  2. Hire a team. People who have put AI into real operations are rare. Recruiting them takes quarters, and then they still need context.

    • Searching
    • Hired

  3. Strategy-only consultancy. A sound roadmap and a polished deck. Then the team leaves before anything runs.

    • The plan
    • Handover

  4. Buy a platform alone. The licenses are signed, but nobody redesigns the work around them, so daily use stays low.

    • Licenses
    • Daily use

We have built entire technology ecosystems for Saudi entities. So AI goes into your operations, not on top of them.

How we work

Four steps. One team accountable.

  1. 01Discover

    We map how work actually runs.

    Interviews with your teams in Arabic and English, and a review of processes and data. You get AI opportunities ranked by value, and a roadmap.

    4 weeks · fixed scope

  2. 02Strategy & governance

    We set the rules before the build.

    AI strategy, operating model, and a center of excellence, aligned with SDAIA's AI ethics principles, PDPL, and NCA controls.

    Strategy · operating model · governance

  3. 03Design & lead the build

    We design the solution and lead it into production.

    Architecture, AI agents, Arabic language models, and integration with your systems. Built by our engineers and vetted partners under our lead, on-premises or on sovereign cloud.

    In-house engineers · vetted partners

  4. 04Adopt & scale

    We stay until people use it, then build the next one.

    Change management, training for leaders and staff, and returns measured against the starting point. Each system goes live faster than the one before.

    Adoption · training · measured return

Proof

What this looks like today

National human capital & operations entity

Paperwork,100% to zero.

An intelligent archive that reads and indexes Arabic documents automatically, using OCR and vision-language models that understand image and text together. Every operation moved from paper to digital.

Paperwork
100% → 0%
Technology
OCR · VLM · smart indexing
Approach
Designed and led inside the entity
Before100%paper
After0%paper

We start with one system and stay to build the whole ecosystem.

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Why Octopus

Same ambition. A shorter path to results.

Switch the view to see what changes when one partner designs the work and leads it through.

Why OctopusWith Octopus
Time to first valueA ranked roadmap after the diagnostic, then the first system built on real data.
Fit with your systemsBuilt into the systems you already run: ERP, document management, internal portals.
CompliancePDPL, NCA controls, and SDAIA principles in the room from the first workshop.
Vendor choiceWe choose the models and platforms that fit you: global, open-source, or local sovereign providers.
Business impactSuccess is agreed upfront and measured against the starting point.

Sovereign & compliant

Sovereign by design. Compliant before go-live.

We deploy where your regulations and risk appetite require, and we document the controls from day one.

  • On-premises

    Runs in your own data center, on infrastructure you control.

  • Sovereign cloud

    Hosted in the Kingdom with a sovereign cloud provider you approve.

  • NCA compliance

    Designed and deployed in line with the National Cybersecurity Authority's controls: the Essential Cybersecurity Controls (ECC), and the cloud cybersecurity controls where relevant.

  • SDAIA compliance

    Built to align with SDAIA's AI ethics principles and the Personal Data Protection Law (PDPL).

Who we serve

Built for the companies building Vision 2030.

Giga-projects, national champions, and government-linked entities, where AI already has a budget, a mandate, and a deadline.

  • Giga-projects & real estate

    Programs running design, construction, and operations at the same time.

  • Energy & industry

    Plants and supply chains with heavy document loads and strict safety rules.

  • Aviation & mobility

    Operations measured in minutes, with high customer volumes.

  • Financial services

    Regulated workflows where accuracy and audit trails come first.

  • Healthcare

    Sensitive data, clinical and administrative load, and strict data residency.

  • Government-linked entities

    Services at national scale, with large volumes of requests and documents.

FAQ

Common questions

  • With a 4-week, fixed-scope diagnostic. We interview your teams, review processes and data, and hand over ranked opportunities and a roadmap. You decide what comes next.

  • We design and lead the build. Our in-house engineers do the core work, with vetted partners where a specialty is needed. One team stays accountable for the result.

  • Where your policies require: in your own data center or on an in-Kingdom sovereign cloud. We design to PDPL and NCA controls and document every data flow.

  • We agree on the baseline and the target before the build: hours, cycle time, error rates, or cost. After go-live, we report against that baseline.

Let's find where AI pays off in your operations.

One session with our team. We look at your priorities and tell you plainly where we would start.

Book a sessionSee our work