Methodology & Engagement
Transparent staged pricing, and stop points that protect your independence.
No organization should have to commit to the full cost of a massive tech program upfront without verifying the viability and deliverables of each individual stage.
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Assess 2–4 weeks · Fixed fee
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Design 3–6 weeks · Fixed fee
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Build Staged · Priced per stage
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Operate Annual · Against SLAs
Stages of the Engagement Model
Initial Assessment
Two to four weeks at a fixed fee; includes clear technical findings and an executive roadmap. If deferring the investment is the best option, we state that in writing, and you keep the study.
Architectural Design
Three to six weeks at a fixed fee; includes the target architecture, governance model, evaluation plan, and a detailed delivery schedule.
Build & Development
Independent staged execution; each stage delivers a system capable of operating on its own, ensuring continued value even if subsequent stages are paused.
Managed Operations
Annual operational contract tied to defined Service Level Agreements (SLAs) with transparent reporting, and a strict commitment to knowledge transfer at contract end.
Our Core Commitments
The Assessment Team is the Delivery Team
We do not swap our advisory experts for junior staff after signing; the architects who design your system take responsibility for building and running it.
Engineering Candor and Neutrality
An assessment that recommends against a purchase or advises a delay is a success in protecting your budget, not a lost sale.
Data and Numbers Before Opinions
Defining service levels, accuracy thresholds, and cost forecasts with measurable precision, subject to periodic accountability.
Exit Strategy and Knowledge Transfer Built-In
All code, configurations, and documentation are owned by you and stored in your environment to ensure digital sovereignty without vendor lock-in.
Enterprise AI Governance Controls
Six mandatory controls we integrate into the core of every AI system we deploy to guarantee compliance with Saudi regulations and protect the enterprise:
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Inherited access Permissions strictly mirror the user’s existing enterprise accounts
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Mandatory citation Every answer explicitly names the source document and paragraph
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PII Redaction Personal identities and sensitive data are dynamically masked
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Out-of-scope behaviour Clear refusal and routing to a human desk when data is unavailable
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Accuracy gate A mandatory statistical success metric that blocks erratic deployments
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Audit & Compliance logs Secure input/output retention compliant with SDAIA requirements
Knowledge Transfer & Exit Strategy
Every project is designed so that knowledge transfer and exit are a natural, seamless option available to you at any time without restrictions or contractual penalties.
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Continuous documentation Engineering and operational documentation is written iteratively during the build, not scrambled together at the end.
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Configuration ownership Infrastructure and codebase repositories are registered in your environment from the very first commit.
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Access handover All permissions are transferred to your internal team. We hold absolutely no vendor lock-in dependencies.
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Seamless transition A co-management period enabling your team to take over while we remain available for support.
Projects We Decline
- Projects that lack a defined internal owner to receive and manage the results.
- AI initiatives suffering from unresolved data ownership ambiguity that leadership ignores.
- Early-stage digital products still searching for product-market fit—our enterprise engineering model does not align with their needs.
- Assessments pre-designed to reach a biased conclusion favoring a specific vendor without neutrality.
Tell us what you are trying to solve.
Share the operational challenge and the regulatory or technical constraints you are working within. A consultant replies within two working days, in Arabic or English.