Engagement Models

We offer flexible engagement structures designed to match the velocity and scale of your project.

Dedicated Teams

Best for: Long-term product development and scaling.
Think of us as an extension of your internal team. We provide a full-stack “squad”—including a Data Engineer, AI Researcher, and Project Manager—dedicated exclusively to your roadmap.

Billing: Monthly & Retainer.
Value: High velocity, deep institutional knowledge, and seamless integration.

Fixed-Scope Solutions

Best for: Clearly defined projects like data engineering, AI agents, Cloud Migration, or Custom Dashboard.
We define the deliverables, timeline, and tech stack upfront. This model provides budget certainty for specific, high-impact transformations.

Billing: Milestone-based payments.
Value: Predictable costs and guaranteed delivery dates.

Managed MLOps & Support

Best for: Post-deployment stability.
AI models “drift” and data pipelines break. This model provides ongoing monitoring, retraining, and optimization of your live AI assets to ensure they remain accurate and secure.

Billing: Tiered Monthly Support.
Value: Peace of mind and long-term model reliability.