Case studies
Real operations,
real outcomes.
Not feature lists. Not capability charts. The work behind a few engagements where AI shifted how a business actually runs day-to-day.
Internal · deal room for proposals
Atelier
A private workspace for sending proposals. Clients read at their own pace, comment inline, and sign in-document. Studio 8 sees the read in real time and replies in the same room with notes, recorded walkthroughs, or an auto-generated summary video.
Stack
Astro 6 SSR, Supabase, Remotion, Claude
Platform
Fly.io, Postgres, PostHog
Scope
Design, Full-stack, AI video, Analytics
Surfaces
Atelier · Console · Generated video
AI Integration
IngestAI
Document intelligence API that processes contracts, invoices, and legal documents using fine-tuned LLMs. Extracts structured data with 98% accuracy and integrates via REST or webhooks.
98%
Extraction accuracy
50k
Docs processed monthly
6w
From kickoff to production
Stack
Python, FastAPI, Claude, AWS
Timeline
6 weeks
Scope
Backend, AI, API Design
Result
50k+ docs processed/month
Internal Tool
Metric
Real-time analytics dashboard for a fintech startup. Custom KPI tracking, anomaly detection, and automated reporting that replaced three separate tools.
Stack
React, D3.js, PostgreSQL, Redis
Timeline
5 weeks
Scope
Design, Frontend, Data
Result
3 tools replaced, 1 dashboard