Services
Six ways we help teams ship.
Every engagement starts from the same place: what has to be true for this to work, and what's the fastest honest path to get there.
Product Engineering
Zero-to-one builds for founders who need a real product, not a prototype — architected to survive first contact with real users.
- Product scoping and technical architecture
- Full-stack build: web, mobile, and API layers
- Payments, auth, and third-party integrations
- Launch-ready infrastructure and CI/CD from day one
Good fit if — Pre-seed to Series A teams building or rebuilding a core product.
Platform Modernization & Scaling
Migrate off fragile foundations and re-architect for the load, reliability, and velocity your next stage demands.
- Legacy codebase audits and migration planning
- Database and infrastructure re-architecture
- Performance, cost, and reliability engineering
- Incremental delivery — no big-bang rewrites
Good fit if — Growth-stage companies outgrowing their MVP-era stack.
AI & Automation Integration
Ship AI features and internal agentic workflows that are evaluated, monitored, and safe to put in front of real users.
- LLM-powered product features and copilots
- Retrieval, evaluation, and guardrail design
- Internal automation and agentic tooling
- Model and vendor selection grounded in cost and latency budgets
Good fit if — Teams adding AI to a product or automating internal operations.
Education Technology Systems
Purpose-built platforms for cohorts, courses, and progress tracking — for bootcamps, universities, and training providers.
- Student information and cohort management systems
- Progress tracking, assignment, and review workflows
- Instructor and administrator tooling with role-based access
- Integrations with existing LMS and SIS infrastructure
Good fit if — Bootcamps, universities, and departments running structured programs.
Embedded Engineering Teams
A dedicated pod that plugs into your team and roadmap — same standards, same velocity, no ramp-up tax after week one.
- Senior engineers embedded in your existing workflow
- Flexible scale-up and scale-down month to month
- Async-friendly, timezone-aware collaboration
- Direct communication with your product and eng leads
Good fit if — Teams that need to ship faster without a slow hiring cycle.
Data & Analytics Infrastructure
The reporting and internal tooling layer that lets a growing team see what's actually happening in the business.
- Dashboards and operational reporting
- Data pipelines and warehousing
- Internal admin and ops tools
- Event tracking and product analytics setup
Good fit if — Teams flying blind on operational or product data.
Engagement models
Pick the shape that fits.
6–10 weeks
Fixed-Scope Sprint
A defined build with a fixed scope and price — best for an MVP, a redesign, or a well-bounded feature.
Monthly, ongoing
Embedded Team
A dedicated pod that joins your roadmap and rituals. Scale up or down monthly as priorities shift.
Part-time, ongoing
Fractional / Advisory
Senior technical guidance — architecture reviews, hiring input, and roadmap sanity checks — without a full-time hire.
Not sure which fits your build?
Tell us the problem, not the solution. We'll tell you the shape of engagement that makes sense.
Start a project