FAQs
Here are some of the most common questions we get. If you're wondering about something else, just reach out — we're all ears.
We don’t have an AI team, can we still work with you?
Yes. Many of our clients are just beginning their AI journey. We help you identify opportunities, build internal alignment, and design a roadmap that fits your current capabilities — no prior setup required.
Are you vendor-agnostic, or do you work with specific tech providers?
Absolutely vendor-agnostic. We help you select the best-fit tools and platforms for your needs, not ours. Our frameworks are designed to be modular and compatible with AWS, Azure, G42, Google Cloud, and more.
Do you have experience working in the GCC region?
Yes, this is our home turf. We’ve advised government entities, telcos, and enterprises across the GCC for over a decade, with deep understanding of regional goals, digital policies, and AI ambitions.
How do you handle data residency and compliance in the GCC?
Compliance is built-in, not bolted on. We help you navigate and meet local requirements, from data localization and classification to national cloud compliance (e.g., G42 RTE, CITRA, NDMO). We embed secure-by-design practices into every stack.
Can your systems work with our existing infrastructure?
Yes, no need to rip and replace. Our approach is integration-first. Whether you use legacy systems or modern cloud stacks, we activate AI workflows by bridging what you already have.
Do you only work with technical teams?
Not at all. We work across C-level strategy, innovation, operations, and tech teams. Whether you're defining your AI ambition or scaling technical execution, we tailor the approach to your stakeholders.
What industries do you specialize in?
We’ve worked with organizations in energy, telecom, government, manufacturing, and finance. Our frameworks are cross-sector but deeply contextualized for each client’s regulatory, data, and operational reality.
Can you support implementation, or just strategy?
We do both. Our DNA is strategy-to-system: we don’t stop at the slide deck. From use case deployment to platform and agent integration, we help you activate what’s designed.
We’ve already launched pilots, is it too early to scale?
Not at all. If you're testing AI and want to focus on ROI, prioritization, or platform scalability, we can help you turn prototypes into production-ready systems.
How long does it take to see results?
Depending on the scope, early value can be realized in as little as 6–12 weeks through quick wins, roadmap clarity, or systems integration. We also support longer-term transformation programs.
Is this relevant for government or public sector entities?
Yes. We’re familiar with public sector mandates, procurement constraints, and data sovereignty requirements. We often support government entities in AI readiness, cloud policy, and system activation.
