AI-Native Product Engineering Studio

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.

See how we work

30-minute intro. High-level plan within 3 business days.

System architecture visualization
Deep Discovery First
Transparent Roadmap
4-8wk
Average Delivery
No Vendor Lock-in
Example Project Patterns

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

AI Operations Copilot

An internal AI assistant connected to company data, Slack, CRM, and docs — answers operational questions, summarizes activity, and triggers approved workflows.

Commerce

Shopify B2B Integration Layer

A custom integration layer connecting Shopify, inventory, orders, customer accounts, invoicing, fulfillment, and internal dashboards.

Fintech

Plaid + Dwolla Payment Workflow

Bank account authentication, ACH payment initiation, onboarding, payment status tracking, reconciliation, and admin review.

Customer Ops

Twilio Communication Hub

A workflow connecting SMS, WhatsApp, email, CRM events, support tickets, onboarding flows, and automated notifications.

Migration

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 Automation

AI Document Processing

Extract, classify, validate, and route business documents using LLMs, structured rules, human review, and internal-tool integrations.

Internal Platform

Marketplace Admin Platform

A custom admin and operations dashboard for users, vendors, transactions, approvals, support workflows, and analytics.

Automation

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.

Ecosystem

The stack we build, connect, and operate

We connect the systems your business depends on — commerce, payments, banking, CRM, communications, analytics, and internal operations.

AI & LLM Infrastructure
OpenAI logoOpenAI
Anthropic logoAnthropic
OpenRouter logoOpenRouter
LangChain logoLangChain
LangGraph logoLangGraph
Pinecone logoPinecone
Commerce & Payments
Shopify logoShopify
Stripe logoStripe
Plaid logoPlaid
Dwolla logoDwolla
PayPal logoPayPal
Communications & Customer Ops
Twilio logoTwilio
SendGrid logoSendGrid
WhatsApp logoWhatsApp
Slack logoSlack
HubSpot logoHubSpot
Automation & Internal Systems
n8n logon8n
Airtable logoAirtable
Notion logoNotion
Google Workspace logoGoogle Workspace
Zapier logoZapier
Make logoMake
Engineering & Infrastructure
Next.js logoNext.js
React logoReact
Node.js logoNode.js
NestJS logoNestJS
Python logoPython
FastAPI logoFastAPI
PostgreSQL logoPostgreSQL
Redis logoRedis
Docker logoDocker
Kubernetes logoKubernetes
AWS logoAWS
GCP logoGCP
Terraform logoTerraform
GitHub Actions logoGitHub Actions
Sentry logoSentry
Grafana logoGrafana
OpenTelemetry logoOpenTelemetry
Why Priority Arc

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
See How We Work
infrastructure.yml
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: 100Gi

Ready 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.