Get Audit →
● Trusted by 480+ US companies • Est. 2012

DATA THAT DRIVES STRATEGY. STRATEGY THAT DRIVES GROWTH.

AmStrat Data is an American strategic intelligence firm. We fuse market research, predictive modeling and executive dashboards to help you price smarter, expand faster and risk less.

Get Free Data Audit →Explore our story
12B+data points processed yearly
98.2%forecast accuracy (2024 avg)
$2.4Bclient revenue influenced
480+enterprise clients served
AmStrat Data strategic analytics dashboard
▲ +34.7%
Revenue lift after modeling
Live Forecast
Demand • Churn • Pricing • Risk
Predictive Analytics✦ Market Intelligence✦ Customer Segmentation✦ Pricing Science✦ Risk Modeling✦ Data Engineering✦ Executive Dashboards✦ Competitive BenchmarkingPredictive Analytics✦ Market Intelligence✦ Customer Segmentation✦ Pricing Science✦ Risk Modeling✦ Data Engineering
What we do

Full-stack
data-to-decision services

From raw CRM dumps to board-ready strategy. Six battle-tested practices that cover the entire intelligence lifecycle.

Market intelligence research01 / Intelligence

Market & Competitive Intelligence

Sizing, TAM/SAM/SOM, competitor teardown, win-loss analysis, category trends across all 50 states. Weekly battlecards for sales.

Predictive analytics modeling02 / Predict

Predictive Analytics & Forecasting

Demand forecasting, churn propensity, LTV, lead scoring with XGBoost + LLM ensembles. Deployed in 3 weeks, not 6 months.

Customer insights segmentation03 / Customers

Customer Insights & Segmentation

Surveys (n=40k panel), NPS drivers, JTBD interviews, micro-segmentation. Know exactly who buys, why, and what stops them.

Data engineering pipelines04 / Engineering

Data Engineering & Warehousing

Snowflake, BigQuery, dbt pipelines, reverse ETL, governance and SOC2-ready quality checks. Clean data, finally.

Executive dashboards05 / Visualize

Executive Dashboards & BI

One-screen CEO cockpit: revenue, CAC, retention, forecast vs actual. PowerBI, Looker, Tableau + custom AmStrat Pulse™.

Pricing optimization06 / Monetize

Pricing & Growth Science

Conjoint, Van Westendorp, elasticity tests. Average +11.4% margin lift in 90 days without losing volume.

AmStrat Data team collaborating
About AmStrat Data

Born in Austin. Built for boardrooms that hate guesswork.

AmStrat Data (amstratdata.com) started in 2012 as American Strategy & Data — two UT-Austin researchers helping Texas retailers predict foot traffic. Today we are 85 strategists, data scientists and engineers serving healthcare, fintech, SaaS, retail and logistics across North America.

  • ✓Strategy-first, not tool-first. Every model ties to P&L. No vanity dashboards.
  • ✓Senior-only teams. Avg 11 years experience. No juniors learning on your budget.
  • ✓Auditable AI. Explainable models, documented assumptions, reproducible code.
  • ✓Security obsessed. SOC 2 Type II, HIPAA-ready, US-only data residency.
85+
experts in Austin • NYC • Chicago
13 yrs
average client retention 4.8 years
42
industry awards & citations
Our methodSee results
How we work

The AmStrat Loop™

Our proprietary 4D operating system: Discover → Decode → Decide → Deploy. Cycle every 2 weeks.

Discover

Audit your data universe in 7 days

We map CRM, ERP, web, ads, support tickets. Find leaks, duplicates, blind spots. You get a Data Health Score + quick wins.

Data discovery network
Decoding analytics charts
Decision workshop
Decode + Decide

Models + war-room

Forecasts, scenarios, pricing tests presented to execs in plain English. Decisions logged, owners assigned.

Deploy

Dashboards that stick

AmStrat Pulse™ live in Slack + email. Alerts when churn risk spikes or demand shifts. Iteration every sprint.

Week 1 — Audit

Stakeholder interviews, data inventory, KPI tree.

Week 2-3 — Build

Warehouse, models v1, dashboard prototype.

Week 4 — Activate

Exec readout, pricing / targeting plays shipped.

Ongoing — Compound

Bi-weekly sprints, accuracy tracking, ROI report.

Proof, not promises

Case studies with numbers

Become next case →
Retail caseRetail • 240 stores

+28% promo ROI, -19% stockout

Demand sensing per SKU/store/day for a Midwest grocery chain. Waste down $4.2M in 6 months.

Healthcare caseHealthcare • Payor

Churn -31%, NPS +22

Member risk model + next-best-action for call center. Saved 18k members, $11M ARR.

Fintech caseFintech • SaaS

CAC -42%, LTV +61%

Lead scoring + pricing overhaul. Sales focuses on top 20% leads that close 3.4x better.

★★★★★

"AmStrat replaced three agencies and a gut-feel culture. Their forecast is now our operating plan."

— Dana Whitfield, COO, LoneStar Retail
★★★★★

"The pricing work paid for itself 20x. Brutally clear, insanely fast."

— Marcus Lee, CEO, Payline
★★★★★

"Finally a data partner that talks P&L, not Python."

— Dr. Elena Ruiz, VP Population Health
Industries

Deep vertical playbooks

Not generic AI. Pre-built metrics, benchmarks and models for your world.

🏥 Healthcare & Life Sciences

Risk adjustment, no-show prediction, staffing optimization, market share by ZIP. HIPAA-compliant.

🏦 Financial Services

Credit risk, fraud signals, deposit forecasting, branch network planning.

🛒 Retail & CPG

Assortment, promo elasticity, foot traffic, e-com attribution.

☁️ SaaS & Tech

PLG funnels, expansion propensity, pricing tiers, churn rescue.

🚚 Logistics & Manufacturing

OTIF prediction, route costing, demand-driven MRP, warranty analytics.

🏠 Real Estate & Hospitality

Site selection, RevPAR forecasting, tenant mix, review sentiment.

Engagement

Simple, ROI-based pricing

No hourly black box. Fixed sprints, owned IP, cancel anytime after first win.

Sprint

Audit — $4,900

7-day data health check, KPI map, 3 money-making hypotheses. Credited if you continue.

✓ Data quality score
✓ Executive readout
✓ Roadmap

Start audit
Most popular

Growth Loop — $9,800/mo

Warehouse + 2 models + Pulse™ dashboard + bi-weekly strategy. For teams $10M-$500M.

✓ Everything in Audit
✓ Forecast + pricing
✓ Slack support

Book call
Enterprise

Embedded — Custom

Dedicated pod, MLOps, governance, board reporting. SOC2, on-prem / VPC.

✓ Custom SLAs
✓ Training
✓ IP transfer

Talk to us
Insights / News

Latest from the lab

Playbooks, benchmarks and breakdowns from our strategists. Click any story to read the full article.

Seleo Portuguesa Direto
Oct 27, 2026 • AmStrat Research

Seleo Portuguesa Direto

IPTV Portugal in the Data Age: A Strategic Guide to Smart Sports Streaming In a market where every decision...

Read story →

FAQ

How fast will we see value?

Audit in 7 days, first model in 21 days. Most clients see a pricing or targeting win in 30-45 days.

Do you replace our BI team?

No — we supercharge them. We build foundations, train your team, then step back or stay as pod.

Is our data safe?

Yes. US-only storage, SOC 2 Type II, SSO, encryption at rest/in transit, DPA + HIPAA BAA available.

What tools do you use?

Snowflake, BigQuery, dbt, Python, Looker, PowerBI, Tableau + our Pulse™ layer. You own everything.

Limited: 3 audit slots for November

Get your free
data opportunity map

Tell us where it hurts: churn, pricing, forecasting, messy data. We'll reply in 24h with 3 concrete ideas — free, no pitch.

Austin • New York • Chicago • [email protected] • (512) 555-0148