A focused MVP typically ranges from $5,000 to $25,000. A full multi-tenant SaaS platform with billing, onboarding, and enterprise-tier features ranges from $70,000 to $150,000+, depending on architecture complexity and integration scope.

Yes, when built on real product usage data — churn prediction models scoring account health in real time let customer success teams intervene before cancellation rather than reacting to it. The model is only as good as the usage-event instrumentation feeding it, which we typically need to build or improve first.

Multi-tenant architecture — tenant isolation, per-tenant customization, and usage-based billing infrastructure — is a core part of our SaaS engineering work, not an afterthought bolted onto a single-tenant codebase.

Yes — this is one of the most common SaaS engagement drivers we see. See our Application Security & DevSecOps Services for the specific SOC 2 readiness and control implementation work.

A focused MVP validating a core value proposition typically takes 8–12 weeks. A full platform with multi-tenant architecture, billing, and onboarding automation ranges from 16–28 weeks.

Both. Early-stage engagements typically prioritize a lean MVP to validate product-market fit; growth-stage engagements add multi-tenant scaling, churn prediction, and compliance architecture. The same engineering standards apply to both, scoped to what's actually needed at each stage.