Outcomes

The jobs we take into production.

Workflow, knowledge, product, ops, and managed vibe-coded apps. Technology sits underneath. It is not the headline.

How you hire us

Run the work

Replace expensive manual effort.

Workflow automation is the flagship. Private knowledge AI is the other production job that sits next to it.

WorkflowFlagship
01

Agentic Workflow Automation

Automate one expensive workflow in eight weeks.

AI agents that run across your existing systems, with human control, evaluation, and KPIs you can measure.

Examples

  • Support desk triage
  • Document and claims intake
  • Sales research copilot
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Knowledge
02

Private Knowledge AI

Turn company knowledge into a secure AI system.

Secure AI over your documents and internal knowledge, grounded in sources your team can check.

Examples

  • Contract intelligence
  • Policy and SOP Q&A
  • Support knowledge assist
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Ship the product

AI that belongs in the product, not a demo.

Features and AI-native products. Same production bar.

Product
03

AI Product Engineering

Ship production AI features without spending six months assembling a specialist team.

Add production AI to a product you already ship, or build an AI-native app from the ground up.

Examples

  • In-product copilot
  • Matching and recommendations
  • AI-native first feature
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Keep it reliable

Someone owns the system after launch.

Evals, cost, and incidents on production AI — or a vibe-coded app we take after inspection. Not a handoff and a hope.

Operations
04

Managed AI Operations

Keep production AI reliable after launch.

Evals, monitoring, cost control, and steady improvement after the system is live.

Examples

  • Quality watch
  • Cost and latency control
  • Model and prompt upgrades
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Managed
05

Managed Vibe-Coded Apps

We'll take the app after we inspect it.

Built in Cursor, Lovable, Replit, or Bolt — already live or about to ship. We'll take it after we inspect it.

Examples

  • Already live from an AI builder
  • About to vibe-code
  • Preview shortcuts, live traffic
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Not sure which outcome fits?

Bring the use case. We start with an architecture sprint, then map whether workflow, knowledge, product, or ops is the right path.

Book a 2-week architecture sprint