AI-powered engineering and product development for ambitious companies.
We build intelligent products, scalable platforms, and modern systems that help companies grow with confidence.
Engineering, AI, and product thinking, woven together to support teams building what lasts.
our philosophy
We think like product owners, not contractors.
Most engineering vendors complete tasks. We build outcomes.
We approach engineering with the mindset of people who’ve carried the weight of real product decisions. We’ve shipped our own products, navigated scale, managed technical debt, and lived with the consequences of every architectural choice.
Buiding
BlindWeight,
a patented digital health product, taught us what it means to own reliability, adoption, and revenue.
Building
mayavi.ai
our in-house AI agent infrastructure, taught us what “real” AI requires: safety, control, and technical integrity.
what we do
Engineering partnerships designed for long-term success.
We support companies through embedded engineering, AI integration, platform modernization, and full-cycle product development. Every engagement includes strategic thinking, clear communication, and ownership over outcomes, not just output.
AI Engineering
Modern businesses run on workflows, insight, and automation. We design and integrate AI systems that improve operational efficiency, elevate customer experiences, and enable teams to do more with less.
Our work spans customer support automation, operational intelligence, onboarding workflows, RAG-based systems, domain-specific AI agents, and tightly integrated backend automation built on our internal infrastructure.
We build AI that is dependable, safe, and aligned with how your business actually operates, not hype.
Startup Product Acceleration
For funded founders, speed and clarity matter more than anything else. We help startups move from idea → MVP → v1 with a senior product squad that understands both engineering rigor and market realities.
We’ve supported YC-backed and venture-backed founders through product strategy, rapid prototyping, UX design, engineering, deployment, and early-stage iteration.
We think like co-builders, helping you avoid false starts, poor architecture, and unnecessary complexity. When your success depends on launching fast and correctly, we become the team you wish you’d hired first.
Platform Modernization
Businesses grow, but systems don’t always grow with them. We help companies evolve aging platforms into scalable, secure, high-performing systems without breaking what already works.
Modernization means making your platform faster, safer, easier to maintain, and capable of supporting the next five years of growth, not just patching holes.
We’ve modernized fintech middleware running across 10+ states, Shopify Plus infrastructure powering multi-million-dollar DTC brands, and operational systems that needed both scale and stability. Our goal is simple: make your platform something you can rely on again.
Product Development
Great products require clear strategy, intentional design, and experienced engineering. We partner with founders, product teams, and growing organizations to build modern web, mobile, and AI-native products, from MVP to full-scale platform.
Our product teams handle strategy, UX/UI, architecture, full-stack engineering, and launch iteration. We move fast without cutting corners, combining velocity with long-term thinking.
We’ve built behavioral health apps like Shimmer, financial tools like KashHero, multi-platform commerce systems, and clinical-grade digital health tools. Every product we build is designed to evolve with your business.
Engineering Partnerships (Staff Augmentation, Done Right)
Most “staff augmentation” is transactional. Ours is relational, strategic, and built for teams that want long-term engineering depth. We provide embedded engineers who adopt your tools, your communication rhythms, and your product philosophy. These are not freelancers on rotation. They’re senior contributors who integrate deeply with your roadmap.
Our longest partnership is 8+ years with an 18-person embedded team. We stay because we own outcomes, support strategy, and adapt as our partners evolve. When you need predictable velocity, reliable talent, and engineering maturity, this is the partnership that makes it possible.
how we work
Embedded, Collaborative, Accountable.
We start with understanding — not assumptions.
Every engagement begins with alignment on goals, constraints, and what success really looks like.
We integrate into your processes.
adopt your tools, and collaborate with your team as extensions of your product organization. Communication stays direct, transparent, and consistent.
We invest deeply in the long-term.
And unlike short-cycle vendors, we invest deeply in the long-term. Our work is designed to evolve, not expire.
We start with understanding — not assumptions.
Every engagement begins with alignment on goals, constraints, and what success really looks like.
selected work
Work that scaled, survived, and mattered.
Blind Weight
Patented Digital Health Product
Designed, engineered, and launched our own clinical tool, now used by clinics, telehealth providers, and universities nationwide.
KashHero
Financial Tool for the Underserved
Real-time payouts, secure workflows, and compliance-focused fintech infrastructure.
Shimmer (YC-Baked)
Behavioral Health Platform
Product strategy and engineering for a mental-health support platform with secure data models and operational tooling.
SandCloud
From $15K → $45M
Eight-year engineering partnership powering headless commerce, automation, operations, and integrations as the brand scaled into a global DTC force.
DCSGOPAY
330+ Locations, 10+ States
The engineering engine behind a multi-vendor fintech middleware platform operating in regulated, high-stakes environments.
Blind Weight
Patented Digital Health Product
Designed, engineered, and launched our own clinical tool, now used by clinics, telehealth providers, and universities nationwide.
KashHero
Financial Tool for the Underserved
Real-time payouts, secure workflows, and compliance-focused fintech infrastructure.
Shimmer (YC-Baked)
Behavioral Health Platform
Product strategy and engineering for a mental-health support platform with secure data models and operational tooling.
SandCloud
From $15K → $45M
Eight-year engineering partnership powering headless commerce, automation, operations, and integrations as the brand scaled into a global DTC force.
DCSGOPAY
330+ Locations, 10+ States
The engineering engine behind a multi-vendor fintech middleware platform operating in regulated, high-stakes environments.
Blind Weight
Patented Digital Health Product
Designed, engineered, and launched our own clinical tool, now used by clinics, telehealth providers, and universities nationwide.
FAQ
Yes, we’ve worked with YC-backed and venture-backed teams building products from zero to scale.
Yes. We’re experienced in stabilizing and modernizing systems while keeping them running.
We typically support projects and partnerships in the $50K–$150K+ range, depending on scope and team size.
Absolutely, most of our engagements last years, not weeks.
Commerce, fintech, and healthcare, domains where reliability and security matter.
We align with modern, proven stacks across JavaScript, Python, .NET, Laravel, modern cloud infrastructure, and AI frameworks.
Typically within 1–3 weeks after alignment.
Let's build something that lasts.
Whether you're launching a new product, modernizing a platform, or scaling your engineering organization, we bring the experience, depth, and clarity to help you move forward confidently.