Full stack development, with AI doing the heavy lifting.
We build software end to end. Applications, agent systems, data pipelines, automation, and the infrastructure underneath all of it. Delivered at a pace that used to take a department, because the tooling finally allows it.
What we build
Six disciplines, covered end to end.
Most firms hand you a specialist for each layer and a project manager to translate between them. We work differently. Whoever designs it writes it, ships it, and keeps it running.
AI agent systems
Software that reasons, uses tools, and finishes multi-step work on its own. Built with guardrails, verification, and a way to see exactly what it did.
- Single-purpose autonomous agents
- Multi-agent and swarm orchestration
- Planner and worker architectures
- Tool use and function calling
- MCP servers and custom tool gateways
- Long-running task execution
- Durable memory and state
- Evaluation and output verification
- Human approval checkpoints
- Local and self-hosted model deployment
Applications
The product itself. Web, desktop, internal, customer facing. Designed to be used by real people on real devices.
- Web applications and SaaS products
- Desktop applications for Windows and Mac
- Internal tools and admin systems
- Customer portals and dashboards
- Marketing sites and landing pages
- E-commerce and checkout flows
- Authentication and user management
- Browser extensions
- Command line tools
- Responsive design, mobile first
Data and knowledge
Getting your information into a shape software can actually use, then making it searchable and answerable.
- Retrieval augmented generation
- Vector search and semantic retrieval
- Document parsing and extraction
- Database design and schema modeling
- Data migration and cleanup
- ETL and data pipelines
- Web scraping and ingestion
- Structured output enforcement
- Reporting and analytics dashboards
- Search across internal documents
Automation
The repetitive work that quietly eats hours every week, handed to software that does not get tired or skip a step.
- Workflow and process automation
- API integration between existing tools
- Scheduling and booking systems
- Payment processing and invoicing
- Email and messaging automation
- Lead routing and follow-up sequences
- Document and contract generation
- Scheduled and background jobs
- Webhook and event pipelines
- Notification and alerting systems
Search and visibility
Being findable now means two things. Ranking on Google, and getting cited when someone asks an AI assistant instead.
- Technical SEO and site architecture
- Answer engine optimization
- Structured data and schema markup
- Local search and map presence
- Core Web Vitals and page speed
- Content structured for machine reading
- Analytics and conversion tracking
- Accessibility compliance
Infrastructure
Everything under the application. Set up correctly the first time so it does not become somebody's emergency later.
- Hosting setup and deployment
- Domain, DNS and SSL configuration
- Continuous integration and deploys
- Database hosting and backups
- Environment and secret management
- Monitoring, logging and error tracking
- Performance tuning and cost control
- Security review and hardening
- Migration off legacy systems
- Ongoing maintenance and support
Why this works
Enterprise output without the enterprise invoice.
Large firms bill you for account managers, discovery decks and layers of coordination. We keep the structure lean and put the budget into the build. You deal directly with the people writing the code, and they know your system top to bottom because they wrote every line of it.
How it works
Four steps from first call to shipped software.
Call
Twenty minutes. You describe the problem, what you've already tried, and what a solved version looks like. No deck, no discovery phase you have to pay for.
Scope
You get it in writing. What gets built, what it costs, when it lands, and what is explicitly out of scope. Nothing starts until you approve it.
Build
You see it as it comes together, not at the end. Working software in front of you early, with room to change direction while changing direction is still cheap.
Ship
Deployed, documented, and handed over with the keys. Support continues if you want it, and the whole thing runs without us if you don't.
Stack
Tools chosen because they work, not because they're trending.
Languages and frameworks
AI and models
Data and services
Infrastructure
Who this is for
People with a problem software can solve.
Founders before the first hire
You have the idea and the customers. The product needs to exist before you can raise or scale.
Businesses drowning in manual work
Scheduling, invoicing, follow-up and reporting done by hand, eating hours that belong to the actual job.
Teams with an AI pilot that stalled
The demo worked. The production version fell apart. That's usually the system around the model, not the model.
Companies sitting on unused data
Years of documents, records and history that nobody can search, query, or learn anything from.
Anyone quoted six figures for it
Bring the proposal. Most of what's on it can be built for a fraction by a shop that isn't billing for overhead.
People told it can't be done
Usually it can. It just wasn't worth a big firm's time. It's worth ours.
Start a project
Describe the problem. Get a straight answer.
Send an email with what you're trying to build or fix. You'll hear back with whether it's worth doing, what it takes, and what it costs. If it isn't a fit, we'll tell you that instead of selling you something.