Our work

Case studies

Every case study is a production system delivering measurable value. No demos — only work that shipped.

Enterprise AI2024

Building an AI That Actively Participates in Enterprise Meetings

Enterprise teams needed an AI presence in meetings that could listen, speak, see shared content, answer questions with business context, and generate dynamic visualizations — all in real-time with sub-second latency.

27+
Multi-model
Real-time
12 weeksRead
Maritime / Energy2024

Reducing Information Retrieval from 30 Minutes to 5 Seconds

A maritime operations firm needed to search, analyze, and extract intelligence from years of accumulated email data. Manual retrieval was taking 30+ minutes per query and missing critical context.

30min → 5s
99.9%
10TB+
8 weeksRead
Fintech2021-2024

Scaling a Multi-Bank Fintech Platform to $10M+ Monthly

A fintech startup needed to scale from a single-bank integration to a multi-bank platform processing millions in monthly transactions — with zero downtime, regulatory compliance, and support for USSD, mobile, and web channels.

$10M+
99.99%
3+ banks
3 yearsRead
Telecom2025

Achieving 1,913% ROI on a Telecom Rewards Program

A major African telecom needed to measure the true business impact of their CashToken rewards pilot — processing 9.49M transactions across 1.93M customers to determine if the $70K cashback investment was generating returns.

1,913%
$1.35M
143%
6 weeksRead
Enterprise2024

Deploying AI Across Legal, HR, and Operations

A fintech company with 50,000+ daily active users needed a company-wide AI transformation — from a RAG knowledge assistant over 10TB+ of proprietary data to agentic workflows automating Legal, HR, and Operations.

$150K+
10TB+
65%
6 monthsRead
Media / AI2025

Producing Broadcast-Quality Video with Multi-AI Pipeline

Traditional video production for investor pitches and marketing requires weeks of agency work and $10K+ budgets. We needed a pipeline that produces the same quality programmatically in days.

3 productions
20 components
3,676 lines
4 weeksRead
Security / Infrastructure2026

Building a Custom SIEM Platform After an Insider Incident

After an insider SSH'd into production, ran a refund script from /tmp, and deleted it, the company needed real-time code-and-execution surveillance across ~30 Ubuntu hosts — with deterministic detection, not just log aggregation.

<6 seconds
10 services
~30 hosts
8 weeksRead
Enterprise AI2026

Building an AI Document Extraction Pipeline for 10 Formats

AI pipelines and knowledge bases needed a reliable way to ingest business documents from URLs and get clean, structured Markdown — not raw text dumps from PDF parsers.

10 formats
100% streaming
Zero-trust
3 weeksRead
Enterprise AI2026

Building a FICO Score for Business Ideas

Entrepreneurs and investors lacked a rigorous, data-driven way to evaluate business concepts before committing capital. Existing tools offered subjective checklists, not analytical scoring frameworks.

12 dimensions
3 depth levels
Board-ready
4 weeksRead
Enterprise AI2026

Bringing Meta Business Data to AI Assistants via MCP

AI assistants needed real-time access to Meta Business Manager data — Facebook Pages, Instagram, Ad accounts, Pixels, Catalogs, WhatsApp — without building custom integrations for each surface.

~30 tools
Read-only
6 surfaces
3 weeksRead