Selected Projects120+ Shipped Since 2017
Scaleteam . Work

Our work.
Real results.

Production grade. Outcome-led. Battle-tested.
0+Products Launched
0+Industries Served
0+ yrsIn Production
Chapter 01Anchor Case

Production at
enterprise scale.

A multi-agent system for a Fortune 100 law firm. Now core infrastructure — and a template for every regulated-industry engagement that came after.

LLM Integration

Natural Language Analytics Dashboard

Natural-language-to-SQL pipeline with explanation layers, anomaly detection, and confidence scoring — letting non-technical operators ask the database real questions.

ClaudePostgreSQLPythonReactPinecone
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WHAT WE SHIPPED

A natural-language-to-SQL pipeline with explanation layers, anomaly detection, and confidence scoring — surfaced inside their existing dashboard.

Outcomes
4.2×
Daily active users
85%
Self-serve queries
Minutes
vs. days for new dashboards
$2.1M
Pipeline unlocked in 90 days

It didn't just save analyst time. It changed who in the company could ask the database a question — and that changed how fast we move.

— Head of Product, B2B Analytics SaaS
Chapter 02The Catalog

Every Other
engagement.

These are the engagements where we partner closely from discovery to launch — and stay through the iteration loops that follow.

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Chapter 03The Numbers

Across the
portfolio.

Numbers move when engagements finish well. We watch revenue enabled, hours automated, retention, and how fast we can ship a first slice you can put in front of users.

$18M+Client Revenue Enabled
340K+Hours Automated / YR
94%Client retention Rate
6wkAvg. time to first Release
Ch 04Start Something

Your Product could be next.

Tell us about your project — We'll show you what's possible, what it costs, and what we'd ship first.

FREE DISCOVERY CALL. NO PITCH DECKS. REAL NUMBERS.