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.

Studio 8 atelier console — per-client stakeholder engagement, chapter dwell heatmap, presence and comments

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

Built in-house · used on every Studio 8 proposal

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