Enterprise AI Engagement Models
Esaholic structures AI engineering engagements around transparent, risk-aligned contractual models. Whether you require a fixed-scope milestone build, an embedded dedicated AI squad, executive fractional architecture advisory from Umar Abbas, or performance-backed retainers, we eliminate ambiguity with deterministic code delivery.
4 Structure Options
Transparent DeliveryGuaranteed deliverable outcomes with explicit SLA benchmarks, capped milestone budgets, and clear timeline commitments.
Full-stack AI engineers, vector database architects, and MLOps leads embedded directly into your engineering organization.
Strategic architecture guidance from Umar Abbas to audit vendor proposals, architect infrastructure, and ensure compliance.
Risk-shared engagement tying compensation to agreed technical milestones such as API cost optimization or latency SLA compliance.
Unsure Which Model Fits Your Scope?
Schedule a 30-minute scoping session to review your requirements and receive a recommended engagement breakdown.
Schedule Scoping Call