INNOPS / CASES
CASES

What's in production.

Two builds live in production. A lead-gen assistant and content engine for Toubkal Wanderers since May 2026; a site and AI assistant for LG Builders since Q2 2026, with a process-automation audit underway. More cases as we ship them. No fake roster.

FEATURED CASE · TRAVEL · MOROCCO
A Morocco trekking agency, a lead-gen assistant, and an automated content engine.

Toubkal Wanderers ran on inbox and word-of-mouth. We built a lead-gen assistant on the website and an n8n content engine that turns trending search queries into draft posts. Every draft approved in Notion before it ships. Live since May 2026.

VercelSupabasen8nNotionClaude SonnetClaude HaikuDataForSEO
Read the full case →
LIVE
Lead-gen assistant
Qualifying inbound on the site
RUNNING
Content engine
Drafts approved in Notion
◐ Q3 2026
Measurements landing
Leads · SEO · time saved
CONTENT ENGINE · N8N · SCHEDULE → DATAFORSEO → CLAUDE → NOTION → GMAILn8n content engine — 17-node workflow from schedule trigger to Gmail notify
CASE · CONSTRUCTION · ANTWERP
A premium Antwerp builder, a production site, and a live AI assistant.

LG Builders had a ten-year reputation and a 4,9/5 across 34 Google reviews — mostly offline. We built the site and “Sofie”, a Dutch AI assistant on Claude Haiku 4.5, both live since Q2 2026. A process-automation audit for the back office is now underway.

Next.jsReactVercelClaude Haiku 4.5Plausible
Read the full case →
LIVE
Website
Converts searchers into quotes
LIVE
Sofie assistant
Answers in Dutch on the site
◐ IN AUDIT
Process automation
Lead capture + follow-up first
THE SITE · NEXT.JS ON VERCEL · SOFIE ON CLAUDE HAIKU 4.5The LG Builders home page — premium bouw & renovatie in Antwerp
PIPELINE

More cases
as we ship them.

No fake roster, no placeholder logos. The next case is in build. A vision LLM classifier for damaged pallet blocks. When it goes live, it'll land here. Until then, we have two production cases and two patterns. That's the honest count.

IN BUILDVISION · INDUSTRIAL QC
Vision LLM classifier for damaged pallet blocks.
Industrial QC application. Vision LLM beats fine-tune when failure modes are describable and the dataset is small. Case write-up when live; the pattern is already on /patterns.
See pattern
OPENYOUR WORKFLOW HERE
One or two builds at a time.
Q3 2026 has capacity for one more Build engagement. If the workflow you're scoping needs an engineering studio that ships and hands off, the 30-minute call is free.
Book a call
THE OTHER PROOF

Patterns are
lab work, labeled.

Cases are real work in production. Patterns are technical write-ups of approaches we've tested. Labeled LAB, not dressed up as client engagements. Honest about which is which.

See Patterns →