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Architect, Build & Operate
Applied AI Systems

Applied AI systems, custom applications, decentralized infrastructure, and managed technology services for teams moving from prototype to production.

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01Map the system

Workflows, users, data, and risk before scope.

02Build the core

Interfaces, assistants, APIs, and infrastructure in focused increments.

03Operate with care

Monitoring, documentation, review loops, and practical handoff.

A software architect reviewing an AI system on a dark, blue-lit workstation
agent · tools · eval01

AI that works
inside your systems

Applied AI workflows, LLM applications, retrieval systems, evaluations, and tool integrations designed for real operational constraints.

Assistant designTools, memory, permissions
OperationsMonitoring and iteration
Discuss your AI project
02

Platforms built
to scale

Multi-tenant SaaS, API-first architecture, auth, payments, compliance planning, and product foundations built to evolve.

ArchitectureScale, cost, reliability
DeliveryLaunch-ready systems
Start your SaaS build
tenants · gateway · dataTwo engineers collaborating on a platform architecture at a wall displayArchitecture
A product designer working across phone, tablet, and laptop interfaces
web · mobile · shared03

Apps built
for adoption

Web, desktop, mobile, dashboards, real-time experiences, and cross-platform interfaces designed around the people who operate them.

InterfacesUsable, focused, fast
PlatformsWeb, mobile, desktop
Plan your app
access · gate · auditA security engineer monitoring systems in a dark operations roomThreat models
04

Security-aware
architecture

Threat modeling, access control, auditability, compliance planning, and secure delivery practices integrated before launch.

Threat modelsRisks mapped early
ControlsAccess, logs, review
Secure your systems
05

Senior technical leadership.
Strategy without theater.

Architecture reviews, delivery planning, vendor evaluation, team guidance, board-level communication, and practical execution support for complex technology decisions.

Roadmaps
Execution plans
Reviews
Architecture decisions
Leadership
Team guidance
Operations
Managed support
Book a fit review
Two developers building blockchain gaming software
peer · channel · settle06

Blockchain
that ships

Arcade21 by KOBA42 is a Chia Cultivation Grant recipient building gaming infrastructure and services on Chia. Smart coins, state channels, wallet flows, and trust-minimized product architecture.

Grant recipientChia Cultivation Grant
IndependentNo endorsement implied
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Let's Talk.

30 minutes. No pitch deck. Just tell us what you're building and we'll tell you if we can help.

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