FAQs: Gen AI Consulting
A clear roadmap from AI hype to real business valueWe assess your organisation's AI readiness, identify high-ROI use cases, and deliver a prioritised Generative AI roadmap with implementation plans and build-vs-buy guidance.
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Common questions
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How long does the consulting engagement take?
The discovery-to-roadmap cycle is typically 3–6 weeks. PoC delivery adds another 4–6 weeks.
Do you work with specific industry verticals?
Yes — we have deep experience in finance, healthcare, e-commerce, and SaaS.
Can you help us avoid common AI pitfalls?
That's exactly our value. We've seen organisations waste months on the wrong use cases — our framework prevents that.
Will you ever recommend against pursuing an AI initiative?
Yes — when that's genuinely the right call for your organization's readiness, rather than always recommending more engagement regardless of actual need.
Do you provide vendor-neutral model recommendations?
Yes — evaluated purely on cost, privacy, and accuracy fit for your use case, not partnership incentives with any specific provider.
Is our strategic and competitive information kept confidential?
Yes — all discussions and process details shared during discovery are treated as strictly confidential.
Do you provide a written roadmap document at the end?
Yes — with supporting rationale for every scoring decision, so your team can reference and defend it internally afterward.
Does this replace an internal strategy or innovation team?
No — it complements internal teams with specialized generative AI evaluation expertise most lack the technical depth to develop alone.
Can you assess whether our internal team can actually build a proposed solution?
Yes — an honest capability assessment is part of the build-vs-buy analysis, since recommending a build the team can't execute sets up failure regardless of strategy quality.
Do you consider our existing digital transformation initiatives?
Yes — AI recommendations are mapped against existing initiatives to fit coherently into your broader priority landscape.
Is evolving AI regulation factored into the roadmap?
Yes — regulatory awareness is built into risk assessment, flagging areas where requirements may tighten for your specific use cases.
Is there a typical engagement length for this service?
It varies — a focused single-department assessment may take three weeks, while an enterprise-wide roadmap can extend to several months.
Can this help diagnose why a previous AI initiative failed to deliver value?
Yes — a common starting point, often revealing scoping or data readiness issues that weren't adequately addressed before launch.
Can this coordinate AI strategy across multiple business units?
Yes — a unified strategic framework aligns priorities across units without requiring every unit to adopt an identical roadmap.
What happens if the roadmap loses momentum after delivery?
We recommend a designated internal owner accountable for tracking progress, since initiatives without clear ownership tend to stall.
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