DreamLabs
DreamLabs
[Who we are]
Millbrae's position at the BART and Caltrain intermodal hub makes it a natural base for businesses serving the wider Peninsula. We build their Android apps using senior engineers paired with AI, shipping in weeks instead of months.
★★★★★
“Other app developer quoted 10X the price to create a live testable version. DreamLabs pricing structure has meant we can quickly get the app in users hands and see what they think!”
Jenn Brooks · Founder & CEO @ Nurture
As a fractional product team, we start by defining your vision and sharpening your strategy. We don’t just say “yes,” but always ask “why?”, helping your dev budget go further and faster.
We use AI-accelerated development to help teams of all sizes launch custom, scale-ready digital products. Ship in days/weeks, not months/years.
User testing is a bonus service we offer to all clients for free. This means we learn together from real users with each release.
[What We Do]
Our Millbrae development process pairs AI-assisted architecture, implementation, and testing with direct oversight from senior engineers at every stage. That combination shortens the typical build timeline substantially while preserving the code quality and performance a production application needs. We move quickly from requirements to a working prototype, then iterate with you in short, visible cycles rather than a long, opaque development phase. Continuous integration and automated testing run throughout, so speed doesn't come at the cost of reliability. We build for the realities of the Google Play Store and for users who expect an app to just work, whether they're commuting through the transit hub or browsing at home. Whether you're launching a first product or extending an established one, our AI-enabled process gets you a genuinely custom Android application without the six-month wait a traditional build usually requires. We also help clients think through analytics and post-launch iteration during the initial build, so the app you launch with is set up to improve based on real usage data, not guesswork.
[Deliverables]
Custom Android applications tailored to the unique needs of Millbrae businesses. Our AI-enabled process pairs senior engineers with AI-assisted development to deliver a scalable, secure, user-centered app, handling everything from architecture through Play Store deployment and ongoing support. Whether you're a Millbrae business serving local customers or one using the city's transit access to reach a wider Peninsula audience, we scope the build around your actual goals.
Interface and experience design built around how your Millbrae customers actually use their phones, including the commuters who make up a meaningful share of the local market. AI-assisted prototyping means you're reacting to real, working screens early in the process. We test flows with real users before anything is locked into production, so what ships reflects how your customers, commuters included, actually behave rather than how a template assumes they will.
Enterprise-grade Android applications for Millbrae companies that need to integrate with existing infrastructure and meet real security standards. AI-accelerated development shortens the build cycle while our engineers keep full ownership of architecture and performance. We work with whatever backend or business systems you already rely on, so the finished Android application fits into your existing operation instead of standing apart from it.
[FAQs]
Most Millbrae projects ship in about 6 weeks with our AI-enabled process, compared to the roughly 6-month timeline typical of a traditional agency. AI-assisted scaffolding and testing let senior engineers move through implementation faster, while still reviewing every piece of the build before it ships. That timeline covers a typical project scope; something involving unusually complex integrations may run a bit longer, and we'll flag that clearly during discovery rather than mid-build.
Prototypes start at $6,000 and full MVPs at $15,000. Our AI-enabled process typically brings a custom Android build to around $20,000 all-in, well under the roughly $200,000 a traditional agency might quote for comparable scope. AI reduces the manual hours required for scaffolding, testing, and iteration, and that efficiency is passed directly to you. That figure covers a genuinely custom build, from architecture through Play Store launch, not a stripped-down version that skips functionality your Millbrae business actually needs.
As involved as you want to be, though we recommend staying close to it. We share working builds in short cycles rather than disappearing for months, so you can weigh in on real screens and real functionality as they're built, not just a spec document at the start and a finished product at the end.
AI-enabled development compresses the engineering hours a build requires, which means a Millbrae business can fund a genuinely custom, production-grade Android app on a budget that used to only cover a basic MVP. That changes what's realistic to launch with, not just how fast you can get there. That shift matters most for a Millbrae business weighing whether a mobile presence is realistic at all, since it moves a fully custom build from aspiration to something actually affordable.
[01] Product Strategy
We start by helping you define your long and short-term product visions. We then break down the concepts into concrete features and functions, so we can piece them back together into a prioritized roadmap.
[02] Development
With the framework pinned down, we go heads-down on execution. We leverage AI-powered tooling and a modern Flutter + Firebase stack to develop your product in record time.
[03] Polishing + Launch QA
Your finished product to ensure that each feature works seamlessly, every color is precise and all copy is ready for publication. We then manage the entire app publishing process on mobile, web or both.
