AI-Native Engineering Studio

Ship faster without trading reliability.

We redesign delivery systems for teams moving from legacy execution to AI-native workflows. Built by a CTO with deep experience in high-risk transactional systems.

Hands-on consulting for AI-enabled delivery

AI Workflow Redesign

Map your existing engineering process and rebuild it for AI-assisted delivery with clear ownership and measurable outputs.

Architecture and Reliability

Strengthen critical workflows where failure is expensive: transactional paths, integrations, and operational recovery loops.

Delivery Operating System

Create a practical cadence for roadmap planning, execution control, and rapid iteration in AI-enabled teams.

Built in high-risk transactional environments

Complex Payment Flows

Designed and operated deposit and withdrawal workflows with reliability and abuse prevention as first-order constraints.

High-Pressure Product Iteration

Shipped and evolved multiple platforms under tight business timelines, balancing growth pressure with technical stability.

Systems Thinking in Practice

Identified hidden failure modes early and translated them into architecture, process, and monitoring decisions.

Building our own AI product direction

Quantihouse is exploring AI products focused on workflow complexity and execution reliability. We are open to early design partner conversations.

Join as Design Partner

Founder-led and execution-first

Quantihouse is led by an engineer with 10 years of development experience and 3 years as CTO shipping and operating production platforms. The approach is pragmatic: make systems clearer, reduce failure paths, and improve shipping speed with AI.

Start with a focused discovery call