Three facets.
One engineering studio.
We build agentic AI systems, data infrastructure, and the interfaces that make both usable — by the same team, to the same standard.
Agentic AI systems
Pilots don't ship themselves. We architect agents that run in production.
Most AI agents are demos. They work in a Jupyter notebook, fail in production, and get blamed on "the model." The real problems are engineering problems: error recovery, cost discipline, observability, and a provider abstraction that survives model updates. We solve those problems.
Multi-step tool-use agents
Agents that call tools, handle failures, retry with context, and surface errors with enough detail to debug. No silent failures.
MCP-ready provider abstraction
Model-agnostic by design. Switching from Claude to another provider, or adding an MCP server, changes config — not code.
Prompt caching & cost engineering
We instrument cache hit rates, per-request spend, and latency from day one. Agentic systems have running costs; we manage them explicitly.
Pilot-to-production handoff
A structured handoff process: observability wired, runbooks written, on-call coverage defined. The pilot doesn't just work — it's owned.
Data platforms & dashboards
Client data is a liability until it's a system. We build the system.
Raw data in disconnected CSVs, legacy exports, and manual scrapes isn't an asset — it's a risk. We build the ingestion, storage, access control, and presentation layer that turns it into something your team can act on.
Ingestion pipelines
HTML-file-drop, CSV, API, and scraper-based ingestion. Structured extraction, validation, deduplication, and full audit trails.
Multi-tier RBAC
Role-based access control enforced at the database row level. Advisors see their data; managers see their branch; admins see everything.
Automated scrapers
Scheduled scrapers for fund prices, market data, and external records. Validated, logged, and alerting on failure.
TypeScript end-to-end
Supabase for auth, database, and real-time. Next.js for the interface. Zero-downtime Vercel deploys. Handoff-ready documentation.
High-fidelity web & 3D
This site is the proof. Interfaces that demonstrate craft, not just contain it.
Most agency sites say "we build beautiful products." This site is our answer to that claim — an Interstellar-grade 3D hero, blueprint-grid telemetry, Space Grotesk display type, and Lighthouse ≥ 90 on mobile. We build what we describe.
React Three Fiber & WebGL
Production 3D scenes with lazy loading, poster fallback, reduced-motion support, and mobile 2D fallback. WebGL that doesn't tank LCP.
Motion design
GSAP ScrollTrigger and Framer Motion. One signature moment + surgical scroll reveals. We apply the Chanel rule: when in doubt, remove one effect.
Design systems
Token-based Tailwind themes. Space Grotesk display, Geist body, Geist Mono for telemetry. Every value derives from a named token.
Performance & accessibility
Lighthouse ≥ 90 mobile. WCAG AA. CLS < 0.1. Semantic landmarks, keyboard nav, full alt text. No layout shift from lazy-loaded canvas.