AI-native software engineering: building, shipping, and running production AI products and features — generative AI applications, RAG-based knowledge assistants, document intelligence, predictive analytics, recommendation engines, computer vision, fraud detection, and custom machine-learning with the same production discipline as the rest of your software.

Two paths, and the right one depends on what you’re missing. If you just need more hands on a roadmap you already own, that’s Engineering Teams Extension — but even there, we scope and staff around the outcome you need, not a headcount number. If you need SmartDev to co-design the solution and consult on how to get there, that’s a Fixed-Scope Project — a fixed price, fixed timeline, fixed outcome, with our architects shaping the approach alongside you from the start.

Yes. SmartDev supports the full AI delivery lifecycle — from opportunity discovery and use-case validation to solution architecture, prototype development, integration, deployment, monitoring, and continuous optimization.

We build AI systems with guardrails, role-based access controls, audit logs, human-in-the-loop review, retrieval controls, model evaluation, monitoring, and data-security practices — tailored to your industry, risk level, and compliance requirements.

Deployment isn’t the finish line — our Managed Services layer keeps your system monitored, tuned, and supported through named success managers and response-time SLAs, with quarterly business reviews tied to real usage and ROI data.

The timeline depends on the required roles, technical complexity, and onboarding needs. In many cases, SmartDev can assemble a dedicated team and begin discovery or development within a few weeks.