AI & Machine Learning
Intelligence wired into your product
Generative AI, agentic workflows, and predictive models — built with the eval discipline and cost guardrails that decide whether a feature survives real users.
A small, senior studio shipping cloud orchestration, SecOps, and spatial-grade interfaces for operators who refuse to compromise on either speed or rigor.
⏚ Operating Numbers
Projects shipped
Across 9 countries · 14 sectors
Uptime SLO
On managed platforms
Avg. client tenure
Long arcs, not handoffs
Signed commits
GPG / Sigstore across the SDLC
⏚ Expertise
Intelligence wired into your product
Generative AI, agentic workflows, and predictive models — built with the eval discipline and cost guardrails that decide whether a feature survives real users.
Full-stack delivery that compounds
Web apps, multi-tenant SaaS, and browser-native utilities — shipped by senior teams across frontend, backend, and infra. No handoff seams.
Substrate that scales before it breaks
BaaS productionization, cloud migration, and infrastructure orchestration — sized to your traffic, your team, and your budget.
⏚ Selected Work
A post-quantum-ready settlement layer with sub-100ms cross-region reconciliation and signed audit trails.
Edge-deployed inference pipeline with a WebGL operator console for real-time model introspection.
Workload identity, signed SBOMs, and runtime detection wired end-to-end across 14 Kubernetes clusters.
⏚ Manifesto
Most agencies optimize for shipping cadence; we optimize for the compounding interest of a decision made well the first time. That means rigor at the seams: schemas, contracts, identity, pipelines, and the boring things that decide whether a product survives its second year.
Every engagement is staffed with operators who've shipped the system before. No bench-warmers, no rotations.
We price the result, not the hours. Long horizons, fixed envelopes, shared risk on the milestones that matter.
Day-one observability, SBOMs, signed releases. The system we hand over is the system you run.
⏚ Engagement Model
We've carried this rhythm across 40+ engagements. It is opinionated on purpose.
Two intensive weeks: stakeholder interviews, system audits, threat models. We leave with a written, defensible architecture brief.
Contracts, identity, data flow, deployment topology. We make the irreversible decisions now so the reversible ones stay cheap.
Production-grade slice in 30 days: CI/CD, observability, identity, one core flow live. Everything after compounds on this.
Runbooks, on-call playbooks, dashboards. Optional retainer for the first 12 months so the system stays loved.
⏚ Frequently Asked
Don't see yours? Ask directly — we answer within one business day.
⏚ Engagement Initiation
We take a small number of engagements per quarter. If your program needs serious operators, we'd like to hear about it.