Engineering for real operations

We help organizations build and automate the software that runs their business — with the same discipline we apply to our own products.

AI Development

Practical AI integration for operational software — not hype decks. We build structured data pipelines, intelligent summarization, recommendation layers, and AI-ready architectures on top of event-driven systems.

  • AI-ready event and lifecycle models
  • Intelligent workflow assistance
  • Operational summarization and insights
  • Knowledge retrieval foundations
  • Production-grade integration — not demos

Custom Software

Full-stack application development when off-the-shelf tools fail. We design for multi-tenant operations, role-based access, mobile field use, and long-term maintainability.

  • Operational and industry-specific applications
  • Cloud-native architecture (Firebase, GCP)
  • Web, mobile, and progressive web apps
  • Integration with accounting, payments, and comms
  • From MVP through production scale

Business Automation

Eliminate manual handoffs with event-driven automation — rules that fire when work completes, status changes, or communications arrive. Notifications, emails, and workflow triggers built into the platform.

  • Event-driven automation rules
  • Notification and email orchestration
  • Workflow triggers across modules
  • Integration sync engines
  • Audit trails for every automated action

Operational Intelligence

Supervisor dashboards, KPI engines, forecasting, anomaly detection, and explainable insights — built on your operational data. The same intelligence layer that powers AetherOps inside Service Arc, adaptable to your domain.

  • KPI and operations health monitoring
  • Workload and capacity analysis
  • Trend detection and forecasting
  • Customer and revenue concentration signals
  • Executive summaries and audit reporting

What our engineering brings

Whether you use our products or hire us to build — these are the capabilities behind the work.

Event-driven architecture

Immutable events, unified timelines, projections, and replay — the foundation for compliance and intelligence.

Workflow intelligence

Status engines, assignment logic, dispatch scoring, and operational reasoning across teams.

Data intelligence

Schema inference, investigation engines, benchmarking, and productivity analytics from operational data.

Integration platform

QuickBooks, Stripe, Gmail, calendars, and provider APIs — connected without replacing your stack.

Discuss your project

Tell us about your operations, automation goals, or software vision.