Where AI meets the hard work of running a business.
We help enterprises move from AI ambition to AI in operation. A consulting firm shaped by years of operational work across government and private sector, applying AI where it actually moves the business.
350+
Mandates delivered across MENA
15+
Industries · government & private
6
Geographies · Riyadh anchor
8
Ventures in active production
If most AI engagements stall, and they do, the reason is rarely about the technology.
Most AI engagements stall.
After a year of pilots, the same questions remain: What did we actually change? What did it cost? Why did it not scale? Three patterns explain almost every stalled engagement we have seen, in MENA and beyond. None of them are technology problems.
Failure mode 01
Tools without operations.
Vendors arrive selling capability. Demos look impressive. The tool is procured before anyone has mapped what it is supposed to change. Six months later, license renewal arrives and no one can quantify what improved.
The classic symptom
"We have the tool. We don't yet know what to do with it."
Failure mode 02
Strategies without operations.
A consulting firm produces a glossy AI strategy. Steering committees are formed. Workstreams launch. None of it touches the work that actually moves the P&L. Twelve months in, the strategy is on the intranet and nothing has shipped.
The classic symptom
"We have the strategy. We don't yet have the change."
Failure mode 03
Pilots without scale.
A proof-of-concept works in a corner of the business. The team celebrates. Then it dies in production for boring reasons: data, integration, governance, change capacity. The next pilot starts. The cycle repeats.
The classic symptom
"We have the pilot. We can't get it out of the lab."
The pattern
All three failures share the same root: they treat AI as a deliverable instead of a capability. A capability requires the operating system around it. The diagnosis, the design, the governance, the discipline. That is what we build.
So what makes the work different here? Where the firm came from, and how it reaches AI.
Consulting that builds the AI it recommends.
Not an AI company that learned consulting. Not a tech firm that pivoted. The order matters. It shapes which problems we choose to solve, how we choose to solve them, and what we refuse to do.
The order matters
Strategy first.
Operations second.
AI in service of both.
We were trained as management consultants in the discipline of mapping value chains, sizing problems, building business cases, designing operating models, and running transformations. AI is what we deploy, not what we are.
15+
Industries served, government & private
350+
Mandates delivered across MENA
6
Geographies · Riyadh anchor
01
Consulting heritage.
A practice built on strategy work, operational diagnostics, and transformation programs, before AI was the conversation. The discipline came first.
02
Cross-sector exposure.
Government and private. Holding groups, regulators, banks, real estate, healthcare, retail. The pattern recognition compounds across mandates.
03
Built in MENA.
Our practice was shaped here. We understand Vision 2030 alignment, regulatory texture, Saudization, ZATCA, PDPL, not as research, as operating context.
A heritage only matters if it produces a method. The Rubix Way is that method.
Four phases. Four pillars. One operating system.
Phases run sequentially. Pillars run in parallel through every phase. Click any phase to expand it. Feel free to start at the end.
00
Frame. Diagnose. Align. Decide.
We diagnose what the client actually has, align senior stakeholders on the question worth answering, and produce an honest call on whether the work is worth doing. If it isn't, we say so. That is part of the value.
Duration
2–4 weeks
Lead deliverables
01
Frame Document: the diagnostic on a page
02
AI Maturity baseline: the 5-level scorecard
03
Engage / pause / decline recommendation
04
Optional: scoping for Phase 01
Method without context is theory. Here is where the method actually lands, function by function, across the enterprise.
Eighteen functions. Six clusters. One value chain.
Every enterprise we work with runs some version of this chain. The grid below is the structuring device we use on every engagement. it forces a function-by-function conversation, not a tools-led one.
Cluster 01
Strategic & corporate
- Strategy & Planning
- Partnership & Alliances
- Governance, Risk & Compliance
Cluster 02
Front-office (revenue)
- Sales & BD
- Marketing
- Customer Experience
- Tendering & Bid Management
Cluster 03
Innovation & growth
- Research & Development
- Product Development
- Innovation Programs
Cluster 04
Operations (delivery)
- Engineering & Design
- Operations & Field
- Supply Chain & Procurement
- Project & Programme Mgmt
Cluster 05
Corporate services
- Finance & Consolidation
- HR & Talent
- Legal & Compliance
Cluster 06
Enabling
- IT, Data & Cyber
- Knowledge & Search
How we use this
In Phase 00, we walk this grid live with the client team. Each function gets the same five questions. The grid is not the answer. It is the structuring device that prevents AI from being imposed top-down.
Eight times, the method has produced a product. Deployable, measured, and in the field.
Eight ventures. Productized. Deployable.
Each is a Rubix asset: white-label-ready, methodology-grounded, scalable across environments and cultures. The methodology is the asset; the ventures are the receipts.
Each venture has a full dashboard with KPIs, technology stack, and a deployed case study.
See full portfolio