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It depends on scope, but most projects run between 2 and 6 months from kickoff to launch. We start every engagement with a discovery phase to define scope, milestones, and deliverables so there are no surprises. For MVPs and smaller builds, we can often deliver in 6-8 weeks.

Yes. We led UI development for a no-code AI platform, designing a workflow canvas novel enough to be filed in the platform's patent application, and we have experience building from zero to production with tight budgets and aggressive timelines. We understand what it takes to move fast without cutting corners.

We use an embedded team model, not body shop outsourcing. That means our engineers integrate directly into your workflow, attend your standups, and operate as a seamless extension of your team. We focus on outcomes, not just hours. Every engagement includes a dedicated point of contact and regular progress updates.

Absolutely. We specialize in modernization and have deep experience migrating legacy systems to modern architectures. For a multi-brand consumer holding company, we built a Snowflake data warehouse that unified reporting across six-plus subsidiary brands — pulling from each brand's existing databases, storefronts, and back-office tools while leaving every one of those systems exactly as it was. Whether it is refactoring, migrating, or extending an existing system, we will meet your code where it is and move it forward.