We build the tools we actually use.

Engineer-led studio for applied AI/ML and technical SEO — one team, both disciplines. We ship RAG, LLM apps and agents, and semantic search on big data, plus the structured data and Core Web Vitals that make it findable: built, served, and monitored on AWS and Google Cloud. The proof is already installable.

  • Applied AI/ML on big data — RAG, LLM apps, embeddings/semantic search, and monitored model serving (MLOps) on AWS and Google Cloud
  • Code + technical SEO under one roof — recommendations that actually ship, not another PDF
  • Direct engineer access. No account managers, no buzzword soup.
PythonTypeScriptAI / MLRAG & LLM appsEmbeddings / Vector searchMLOpsAWSGoogle CloudBig DataReact / SvelteJSON-LD / Schema.orgCore Web VitalsOWASPPythonTypeScriptAI / MLRAG & LLM appsEmbeddings / Vector searchMLOpsAWSGoogle CloudBig DataReact / SvelteJSON-LD / Schema.orgCore Web VitalsOWASP

Most digital work looks done long before it actually works.

A site can pass design review and still load in four seconds on a real phone. Schema can validate and still never earn a rich result. We start where the problems actually are — in the code, the crawl, the structured data Google reads — and let the design and marketing sit on something solid.

Don’t take our word for it. Install it.

Schema Preview is our structured-data validator. It inspects any page’s schema.org markup and tells you what’s valid, what’s broken, and what won’t show in search. Free, live on Chrome and Firefox, and built by the same people who’d build your project.

You talk to the people who write the code.

No account-manager relay. No offshore black box. We scope tightly, ship in small increments you can see, and write the structured data and tests as we go — not as a cleanup pass at the end.

This page is the portfolio piece.

An engineer-led agency should ship a fast site. This one is static, sends almost no JavaScript, and is built to score near-perfect on Core Web Vitals — measured, not asserted. If our own site cut corners, why would you trust us with yours?

  • 0render-blocking JS frameworks
  • 47schema.org types our tool validates
  • 2browsers it ships on, today

Code-first, search-aware, end to end.

Search & structured data

Technical SEO

Crawlability, indexation, rendering, architecture, and Core Web Vitals — the unglamorous work that decides whether anything else in search lands.

Search & structured data

Structured data & schema

JSON-LD done properly: implemented, validated, and checked against what Google actually displays. This is our signature.

Search & structured data

GEO & AEO (AI search)

Getting cited in Google’s AI Overviews, ChatGPT, and Perplexity. The substrate is the structured data and entity clarity we already specialize in.

Build

AI & ML engineering

RAG, LLM apps and agents, semantic search, and ML model serving on big data — trained, served, and monitored on AWS and Google Cloud. Past the notebook, into production.

Build

Web development

SEO-friendly web apps in Astro and Next.js, headless CMS, SSR, and API integration — with schema and performance built in from the first commit.

Build

Cloud & DevOps

Scalable, cost-aware infrastructure on AWS and Google Cloud — data pipelines, serverless, CI/CD, and observability.

Grow

Growth & growth hacking

Growth engineering and growth hacking: rapid experiments, funnel optimization, and analytics wired to product events — measurable acquisition, not vanity metrics.

Build

Mobile app development

React Native and native iOS/Android, from a tight MVP through to a production app that holds up under real load.

Specialties

Fintech & Legal CRM

Custom CRM for fintech and law firms, plus payment and RegTech work — reach and process customers faster, with compliance built in from the first commit.

Specialties

Adtech & publishing

Publisher platforms, ad ops, and programmatic SEO designed for the traffic spike — not the average day.

Specialties

Security & compliance

Secure SDLC, OWASP remediation, and the groundwork for SOC 2, PCI DSS, and ISO 27001 — built into the process, not bolted on.

We’re taking on our first projects now.

New agency, senior team, open calendar. Tell us what you’re building and we’ll tell you, plainly, whether we’re the right fit.