Grow fast without piling up manual work.
We build the automations, AI features and data foundations that let a small team operate like a much bigger one, documented so they scale with you instead of breaking.
We reply within one business day.
Sound familiar?
- Your team is small, and everyone covers several roles.
- Quick fixes from the early days are now slowing everyone down.
- Onboarding, billing and support steps still depend on someone doing them by hand.
- You want AI features but don't have the in-house time to build them properly.
- Your metrics live in several tools, and investor updates take too long.
How we help
Automated operations
Signups, onboarding, billing events, CRM updates and internal alerts connected end to end.
Workflow automation ›AI agents and features
Support assistants, lead qualification and internal copilots, built with Claude, LangChain and LangGraph.
AI chatbots & agents ›Metrics you can trust
Growth, revenue and product dashboards that update automatically. Investor updates in minutes, not days.
Dashboards & BI ›Data foundations that scale
Clean pipelines and a central data store, so you don't rebuild everything at your next growth stage.
Data pipelines & SQL ›Systems that grow without adding staff.
Why startups work with us
Built to scale.
Tools that fit your stage now and won't trap you later.
Engineering standards.
Version control on GitHub, automated testing with GitHub Actions and clear documentation.
Fast feedback.
Daily and weekly updates, so you can change direction early.
No lock-in.
Your accounts, your code, your documentation.
10+ years of experience.
In automation, AI and data engineering across product and service companies.
Questions, answered
Should we hire in-house or work with you?
If you need ongoing full-time engineering, hire. If you need specific systems built well and documented so your team can own them, we're a good fit. Many startups do both.
Can you work with our existing stack?
Yes. We work with your tools, code repository and cloud provider, including AWS, Azure and Databricks.
Do you build AI features for our product?
Yes. We build AI agents and assistants with Claude, LangChain and LangGraph, from internal tools to customer-facing features.
How fast can we start?
After the free call we send a scope and timeline. Projects usually run 4 weeks or more.
Build the systems your next stage of growth needs.
Book a free 20-minute call, or send us a message, and we'll find what's slowing your team down.
Book a free 20-minute call
Pick a time that suits you. We'll talk about how your business runs and where automation could help, with no obligation.
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