Software & architecture consulting
A consulting practice focused on architecture, APIs, and shipping product, so what you build holds up in production, not only on a slide deck. AI strategy and agent onboarding for small, midsize, and large organizations: where to invest, how to govern, and engineering discipline that outlasts a pilot.
Outcome By using our services, we will help you with AI strategy: where to invest, how to govern risk, and what to sequence before you standardize on tools or agents. We then carry that through with agent onboarding, architecture, and shipping discipline so teams can pursue 10× to 20× productivity on the workflows we prioritize, where it actually lands.
AI strategy · Agent onboarding · API platforms · Event-driven systems · Product engineering
Exploration: places, culture, climate, and hidden gems in one flow.
hiwander.com →AI micro-learning: papers and topics into flashcards with spaced repetition.
ankimal.com →Data visualization: clear charts you can share without losing the story.
chartkite.com →Family recipes: collect and pass down the meals that actually matter.
auxcort.com →Engagements shaped around outcomes, not theater, from AI strategy and agent onboarding to architecture and hands-on delivery. The goal is order-of-magnitude leverage: think 10× to 20× productivity on the workflows we prioritize, once the playbook sticks.
Clarify where AI belongs in your roadmap: use cases that match real constraints, risk and compliance posture, buy vs. build, and a sensible sequence before you standardize on tools or agents. Tied to how you already ship software, not a slide deck divorced from engineering.
We onboard AI agents into small, midsize, and large organizations: tooling, standards, and delivery practices so teams ship safely and the work scales beyond a pilot.
Design reviews, platform standards, and pragmatic paths from monolith to event-driven, without losing the thread.
End-to-end product engineering when you need velocity and one person accountable for how it behaves in production.
Hands-on direction for small teams: prioritization, technical risk, and the glue between engineering and the business.
The shape of the work varies by client; details are generalized where confidentiality applies.
Agent onboarding · Boutique consulting firm
We onboarded AI agents for a small consulting firm whose partners were experimenting with assistants for research, drafting, and client-ready analysis, but were stuck in ad hoc prompts and uneven quality. We put tooling, review checkpoints, and usage boundaries in place so the team could trust outputs enough to ship. The firm moved faster on engagements, reduced rework on deliverables, and had a repeatable way to bring new hires into the same workflow, without turning “AI” into a side project no one owned.
API platform · Mid-market product org
A growing product organization needed consistent API design and governance as the surface area expanded. We ran standards sessions, tightened review criteria, and aligned event-driven patterns with how the team actually released, so new services didn’t each invent their own contract style.
Build & ship · Founder-led product
For a founder shipping a consumer-facing product, we paired end-to-end implementation with production discipline: observability, release hygiene, and the boring failure modes that only show up under real traffic.
Whether it’s a platform problem, a product sprint, or a second opinion on architecture, say hello.