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The problems we solveexist almost everywhere.

These are the businesses we know best.

01

Manufacturing and industrial

Where we started.

We have operated inside manufacturing businesses. We understand the systems, constraints, and daily decisions behind throughput, margin, quality, and delivery.

  • 01Production scheduling
  • 02OEE and downtime
  • 03Quoting and costing
  • 04Inventory and purchasing
  • 05Quality and maintenance
  • 06Shop-floor data
02

Private equity and portfolio companies

Build once. Learn across the portfolio.

We help firms find high-value AI and software opportunities inside their portfolio companies, build the first systems, and reuse what works across the portfolio.

  • 01Portfolio AI opportunity audits
  • 02Operating dashboards
  • 03Finance and reporting automation
  • 04Data standardization
  • 05Workflow modernization
  • 06Reusable portfolio systems
03

Construction, trades, and field services

Connect the office, crews, customers, and financial picture around every job.

  • 01Estimating and quoting
  • 02Job scheduling
  • 03Crew dispatch
  • 04Work orders
  • 05Time and job cost
  • 06Customer communication
04

Business and professional services

Automate the recurring administrative and knowledge work that slows teams down.

  • 01Client onboarding
  • 02Knowledge assistants
  • 03Document workflows
  • 04Project profitability
  • 05Billing approvals
  • 06Capacity planning

Different businesses.The same operational friction.

Spreadsheets become systems. Work gets trapped between tools. Data exists but cannot be used. We find the workflow where custom software pays for itself first.

Not sure where to start?

30 minutes with an operator and a developer. You leave with a ranked list of what to build first.

Request an AI Audit