Sports arbitrage finder
Rescans MLB moneylines across sportsbooks on a two-minute cycle during evening games. It counts games scanned, books compared, and margins found, and zero is a common answer.
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Live right now
Six products you can open today
Consulting claims are hard to verify, so we publish measurable work instead. One dashboard grades its own forecast against yesterday's actuals. One write-up reports our model's exact record against the betting market, including the games where the market won. Browse the six products below, then email us when you want the same treatment for your data.
California grid dashboard
Charts statewide electricity demand from five-minute grid data, breaks down the generation mix, and posts the average miss of yesterday's three-hour forecast.
View the dashboardMLB win-probability model
We trained the model on 4,857 games and scored it against the betting market's closing line. It called home wins at 56.1 percent on held-out games, the closing line scored higher, and the write-up prints both numbers.
Read the write-upOpportunity & risk briefings
Rebuilt by 8 a.m. Pacific for eight cities, from San Luis Obispo to Tokyo. Stories sort into opportunities and risks, and source links sit one click from the claims.
Read the briefingsBusiness activity tracker
Counts new San Luis Obispo County business licenses over a rolling 90 days and splits them by town, trade, and week. Refreshed weekly from county records.
View the trackerShip traffic map
Renders 31,648,998 recorded ship positions from four days of U.S. coastal traffic, with density shading computed server-side as you pan and zoom.
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What We Do
The whole stack, warehouse to dashboard
We cover the full pipeline, from raw data to the dashboard your team opens every morning. The deliverable is something that runs in production.
01
Data Science & ML
Forecasts and predictive models aimed at the questions that actually cost or make you money.
- Predictive & forecasting models
- Customer & churn analytics
- Optimization & segmentation
02
Data Engineering
Pipelines and warehouses that pull your scattered data into one place everyone can rely on.
- ETL / ELT pipelines
- Cloud data warehousing
- Dashboards & reporting
03
Analytics & LLM Solutions
Working tools built on top of your own data. LLM copilots, document search, and automation that clears out the repetitive work.
- LLM & RAG applications
- Process automation
- Analytics strategy & roadmaps
How We Work
How a project actually goes
No black boxes. You see what we're doing and why, and you get something usable early instead of waiting months for a big reveal.
- 01
Discover
We dig into how you work and what your data actually looks like. Usually it's messier than expected.
- 02
Design
We scope something tight, with a number we're trying to move and a date to hit it by.
- 03
Build
Models, pipelines, dashboards. Short loops, so you're never surprised by what shows up.
- 04
Scale
We harden it, document it, and hand it over. The point is that it keeps paying off after we're gone.
Why Mustang
Small team, serious results
Staffing
You get the senior people
The person you talk to is the person writing the code. No handoff to a junior bench once the contract's signed.
Measurement
Outcomes over outputs
A stack of deliverables doesn't mean much on its own. What matters is whether the work saved money or gave people their time back. That's what we measure against.
Handoff
We don't lock you in
When we're done, your team can run and extend what we built. No permanent dependency on us.
Get In Touch
Think we can help? Let's talk.
Book a free 30-minute call. Tell us what you're trying to solve, and we'll give you a straight answer on whether we're the right fit.