FAQs: AI Consulting

Ad-hoc advisory, fixed-term retainer, embedded part-time CTO/Head of AI, and project-based consulting.

Both. We can stay at the strategy level or roll up our sleeves and write code alongside your team.

We can typically start within one week and deliver an initial assessment within 10 business days.

No — we maintain no software sales quotas, ensuring recommendations reflect what's genuinely best for your situation.

Yes — evaluating whether an AI system's actual technical substance matches its marketing claims for investors and acquirers.

No — it produces clarity and direction, but actual implementation quality and execution still determine final outcomes.

Yes — all discussions and details shared are treated as strictly confidential, never referenced externally without permission.

Yes — we start with an honest diagnostic of what specifically went wrong before recommending a new direction grounded in that diagnosis.

A genuine stress test of assumptions — scalability under load, failure modes, and whether the approach matches your team's operational capacity.

Genuine judgment — helping team members make sound decisions independently rather than following a checklist without understanding why.

Yes — a focused proof-of-concept meaningfully reduces the risk of discovering feasibility problems only after major investment.

A scoped or embedded model delivers comparable strategic value at a fraction of the total commitment, with engagement starting within a single week.

Yes — periodic reassessment is built into longer engagements to account for rapidly shifting underlying AI capabilities over time.

Yes — calibrated honestly against real team capacity and existing workload, not an ideal-world roadmap ignoring practical constraints.

No — engagements are scoped to fit organizations of varying sizes, from early-stage startups to large global enterprises.

Yes — coordinated guidance across several concurrent decision points rather than requiring separate disconnected engagements for each individual debate.

Yes — clear documentation of findings and recommendations so your team can reference and defend the guidance internally long afterward.

It varies — a focused decision review may resolve within a single week, while an embedded advisory retainer can continue for many months.

Yes — we facilitate cross-functional discussion so recommendations account for broader organizational concerns, not just technical ones.

Yes — one of the most common requests, evaluated honestly against genuine internal capability rather than a default bias either way.

Yes — an organization with a clear, well-validated direction and internal confidence to execute doesn't need external validation it doesn't require.

Yes — conducted effectively over video call with the same depth possible in-person, accommodating fully distributed teams without losing quality.

Yes — translating technical recommendations into board-appropriate language covering cost, risk, and expected outcomes.

Yes — an independent perspective grounded in evidence, rather than seniority or internal politics, can help resolve genuine technical disagreements.