AI & Automation
AI & Automation
AI/ML pipelines, process automation, and intelligent systems that turn data into decisions and eliminate manual work.
AI/ML Pipelines
Raw data in. Decisions out.
We build production ML systems, not notebooks. Satellite imagery analysis that unlocked $1.2B in addressable market. Audio processing pipelines that created new revenue streams. Every pipeline runs on infrastructure we architect, on-prem, hybrid, or cloud, depending on what fits: ingestion, feature engineering, model serving, monitoring, auto-scaling. From data store to deployment, we own the full stack.
$1.2B
Market unlocked via satellite imagery AI
Process Automation
Eight steps become one.
Manual processes are expensive, error-prone, and unscalable. We identify the highest-impact workflows and automate them with AI, RPA, and custom integrations that fit tools your teams already use. For one client, we built Know Your Vendor, a fraud detection system that connects to mail clients and other enterprise systems, checking every invoice against vendor history and known fraud signals before payment clears.
74%
More fraudulent invoices caught before payment
Document Intelligence
Unstructured becomes structured.
Fund prospectuses, compliance filings, medical records. We build document AI systems that extract, classify, and route information from complex sources. Financial analysts get five times more capacity. 100% confidence in extracted data. The system handles the reading. Your team handles the thinking.
5x
Analyst capacity with document AI
Predictive Analytics
History projects forward.
From real estate investment optimization to gas turbine maintenance prediction, we build analytics platforms that turn historical data into forward-looking insights. Not data science experiments. Production data systems, running on infrastructure as code, backed by observability tooling, designed to improve over time.
78%
Better investment returns with predictive modeling
Results
Related Case Studies
Predictive Analytics / Energy
Global Energy Leader
$1.2B
in new revenue unlocked
Read more →AI / Financial Services
Fund Intelligence Platform
5x
more output per analyst
Read more →AI / Fraud Prevention
KYV Fraud Prevention
74%
more fraud caught before payment
Read more →AI & Data / Real Estate
National Real Estate Investment Firm
78%
better investment returns
Read more →Cloud & AI / Media
Music Distribution Platform
48h→30m
from upload to global distribution
Read more →Insights
Related Articles
February 24, 2026
Why AI Automation Projects Stall (And What to Do About It)
AI process automation projects stall for predictable reasons, and most of them aren't technical. After dozens of implementations across regulated industries, here's where teams get stuck and how to avoid it.
Read more →
January 30, 2026
Stop Building Dashboards. Build AI Agents Instead.
The chatbot era disappointed everyone. But something different is working: AI agents that pull data from Zendesk, Salesforce, internal databases, and Slack into one conversation. We're deploying this pattern across industries.
Read more →
October 27, 2025
We're Building an AI Early Warning System for Viral Outbreaks
CDC reports arrive too late to stop outbreaks. A pharma company asked us to process millions of daily data points from hospitals, labs, and public sources to predict where outbreaks will hit next.
Read more →
September 30, 2025
We Built Document AI That Reads Fund Prospectuses at 98% Accuracy
Financial analysts were spending days manually reading 200-page fund documents during filing season. We built a pipeline that extracts performance data, fee structures, and risk factors automatically.
Read more →
July 28, 2025
Forget the 10x Engineer. Your Whole Team Should Be 2x.
Everyone talks about senior devs shipping faster with AI. The bigger opportunity is the analyst, the project manager, the compliance officer. Most companies won't let their people use the tools that already exist.
Read more →
March 25, 2025
How We Built an AI System for Distressed Real Estate Investing
A national fund had analysts manually reconciling asset data from dozens of banks, each in a different format. We built an ML pipeline that normalizes it all and scores every deal in real time.
Read more →