Launch faster.
Scale smarter.
Build with a senior engineering team.
We help startups and growing companies bring products to market, extend their technical teams, and build production-grade software, integrations, and AI automation systems.
30-minute intro. High-level plan within 3 business days.

What We Build
Operational infrastructure — not just apps. SaaS products, internal platforms, integration layers, and AI-powered systems your team can own, extend, and trust.
The systems we ship
Compact snapshots of the operational infrastructure we build for startups and growing teams — not a portfolio, a pattern library.
AI Operations Copilot
An internal AI assistant connected to company data, Slack, CRM, and docs — answers operational questions, summarizes activity, and triggers approved workflows.
Shopify B2B Integration Layer
A custom integration layer connecting Shopify, inventory, orders, customer accounts, invoicing, fulfillment, and internal dashboards.
Plaid + Dwolla Payment Workflow
Bank account authentication, ACH payment initiation, onboarding, payment status tracking, reconciliation, and admin review.
Twilio Communication Hub
A workflow connecting SMS, WhatsApp, email, CRM events, support tickets, onboarding flows, and automated notifications.
No-Code to Production Migration
A rebuild of a fast-moving prototype into a scalable product with auth, backend, database, admin panel, CI/CD, monitoring, and docs.
AI Document Processing
Extract, classify, validate, and route business documents using LLMs, structured rules, human review, and internal-tool integrations.
Marketplace Admin Platform
A custom admin and operations dashboard for users, vendors, transactions, approvals, support workflows, and analytics.
Workflow Automation Platform
A self-hosted layer with n8n, APIs, queues, databases, monitoring, and AI agents — replaces manual back-office work and fragile Zapier flows.
The stack we build, connect, and operate
We connect the systems your business depends on — commerce, payments, banking, CRM, communications, analytics, and internal operations.
A serious engineering partner, not a generic agency
Engineering-first. AI-native where it matters.
We use AI where it creates real leverage — not AI for show.
Systems your team can own.
You get the code, architecture, docs, deployment setup, and handover.
No black-box delivery.
Transparent process, weekly demos, clear scope, no vendor lock-in.
Production from day one.
Secure APIs, clean data models, testing, CI/CD, observability, backups, runbooks.
AI where it creates leverage.
LLMs, RAG, tool-calling agents, evaluations, fallback logic, cost controls.
Integration-first architecture.
Designed to connect, automate, and scale across the systems you already run.
Built for teams moving from prototypes and SaaS sprawl to real systems
Whether you're launching a SaaS product, modernizing internal operations, or escaping fragile no-code stacks, we deliver operational infrastructure you control.
- Full codebase, architecture, and infrastructure ownership
- Documented systems with runbooks, monitoring, and handover
- Secure APIs, clean data models, CI/CD, and observability
- AI where it creates leverage — not AI for show
services:
api:
image: your-registry/api:latest
replicas: 3
resources:
cpu: "2"
memory: "4Gi"
automation:
image: n8n/n8n:latest
volumes:
- data:/home/node
environment:
- N8N_ENCRYPTION_KEY=${SECRET}
database:
type: postgresql
version: "16"
storage: 100GiReady to build systems you actually own?
30-minute intro call. We'll map the fastest path from where you are today to a production-grade system — with a high-level plan within 3 business days.