Core workflow
One complete path from first session to first business value.
MVP Development Timeline
- Week 1: scope lock, architecture baseline, and launch metric definition.
- Weeks 2-4: build the primary user journey with weekly demos and decisions.
- Weeks 5-6: reliability hardening, instrumentation, and production rollout.
- Post-launch: prioritize phase-two roadmap from real usage data.
First Release Composition
Backend foundation
Clean service boundaries, stable schema, and secure access control.
Product analytics
Event instrumentation to measure activation and usage quality.
Deployment readiness
CI/CD pipeline, logs, alerts, and rollback paths from day one.
Validate quickly without accumulating brittle architecture.
The build is intentionally narrow, but every delivered component is production-grade and ready for extension.
Related: AI Automation, Software Development, Services, Case Studies, Testimonials, Book a Call.