Six positioning scores, 1 to 10.
See Methodology.
| Dimension | Score | vs.Entire Market | vs. Revenue Cohort |
|---|---|---|---|
AI-first Headline 'Build the intelligence era', AI/ML/GenAI/agentic services front and center, Anthropic Preferred Partner, agentic hot-words, ai_emphasis 82 — AI is nearly the entire pitch atop a data foundation. | 9Leading | Top 13% | Top 18% |
Consultative partner Advisory service, outcomes hot-words, named transformation framing (experimentation to production), forward-deployed engineers and 3-2-1 GO productized engagement signal outcomes-led partnership over staff-aug. | 8Strong | Top 5% | Top 4% |
Clear differentiator Sharp plain-spoken differentiators: 'foundations before AI', 'beyond experimentation to production', and compounding intelligence advantage; concrete 3-2-1 GO sprint gives a specific reason to choose. | 7Strong | Top 27% | Top 30% |
Thought leadership A credible program exists across articles, case studies, whitepapers, and video on current topics like agentic AI and GenAI with recent 2026 titles, but the captured signal is light and sporadic with few named authors and limited visible volume. | 5Present | Top 42% | Top 40% |
Industry specialization Four industries (healthcare, financial services, manufacturing, retail) each with specific value-prop headlines, deep depth signals, and sector-targeted accelerators (Clinical Cohort, IoT Manufacturing). | 7Strong | Top 23% | Top 14% |
Technology-forward, owns IP Multiple named assets — phData Forge, Toolkit, several industry accelerators — but most are nav-only with thin detail; only 3-2-1 GO is substantively described. | 6Present | Top 39% | Top 39% |
Size
201 to 1,000 people
Revenue
$50M to $250M(medium confidence)
HQ
Minneapolis, MN
AI emphasis
High
Homepage positioning
“Build the intelligence era”
phData builds the systems enterprises need to lead the next era of business, offering AI, machine learning, data engineering, generative AI, analytics, and agentic solutions. The firm serves enterprises across healthcare, financial services, manufacturing, and retail, helping them move from experimentation to production-grade intelligent systems. Their approach emphasizes trusted data foundations, scalable infrastructure, and operational systems designed to evolve.
Selling points
- AI solutions from inception to production
- Fixed-fee 3-2-1 GO sprint: 3 use cases, 2 POCs, 1 MVP in 4 weeks
- Forward deployed engineers work inside client environment on client data
- Snowflake Elite Partner – 7× Partner of the Year
- dbt Visionary – 3× Partner of the Year
- Anthropic Preferred Partner
- AWS Premier Tier Partner
- Expert modern data stack consultants
Named clients
- Order.co
- K-12 Edtech Company (unnamed)
- Fast-Casual Restaurant Chain (unnamed)
- Luxury Automaker (unnamed)
- Outdoor Vehicle Manufacturer (unnamed)
Services and capabilities
AI and ML
AI & Machine Learning
Artificial intelligence and machine learning solutions from inception to production. Covers ideation and use case prioritization, data exploration, prototyping, ML pipeline creation, MLOps platform design, and integration of ML tools like model registries and feature stores.
AI and ML
Generative AI
Expert guidance to build and scale enterprise applications powered by Large Language Models. Helps businesses succeed with artificial intelligence at scale.
AI and ML
Analytics & Agentic Activation
Driving actionable business insights that foster sustainable growth and success. Includes AI Workforce offering that builds agentic solutions to make business workflows and processes more efficient.
Data and analytics
Data Engineering
Expert services to design, build, and operationalize modern data products and applications. Builds modern data products and pipelines built to scale and evolve.
Data and analytics
Data Migrations
On-premise to cloud and cloud-to-cloud data migrations and data integration services built for the future.
Cloud and platform
Elastic Operations
A flexible and specialized team focused on running and automating client data infrastructure. Incorporates best practices from DataOps, MLOps, FinOps, and Security Ops to improve performance and cost-efficiency of GenAI and ML applications.
Advisory and strategy
Advisory
Building actionable data, analytics, and artificial intelligence strategies with a lasting impact. Includes AI Strategy services to create a roadmap for developing data-driven solutions and a platform to support them.
Industries
Healthcare
Deep focusSave time. Save money. Save lives with your healthcare data.
Financial services
Deep focusWield the power of financial data to reduce risk, boost profits, and automate manual tasks.
Manufacturing
Deep focusTap into the potential of telemetry, IoT, supply-chain optimization, and more.
Retail and consumer
Deep focusImprove customer experiences, optimize prices, and succeed with data, faster.
Thought leadership
phData's thought-leadership presence on this page is primarily service- and solution-oriented rather than a dedicated insights hub; the captured listing surfaces only two blog articles and a handful of case studies, with the blog previewed as a navigation element rather than a full listing. The program appears light and infrequent, with no visible publication dates on any piece.
Volume
Light
Cadence
Sporadic
Most recent
Aug 4, 2026
- phData and Snowflake Expand Strategic Collaboration to Help Enterprises Put AI Into ProductionArticles · Aug 4, 2026
- Why Traditional ERP Systems Fail to Track the Patient Journey in Life SciencesArticles · Jul 20, 2026
- Global CPG Company Partners with phData (Analytics Case Study)Case studies · Mar 1, 2022
- CRM Company Data Pipeline with Tableau PrepCase studies · Apr 4, 2022
- Manufacturer Optimizing with Power BICase studies · Feb 28, 2022
- Fast-Casual Chain Builds Solutions with AlteryxCase studies · May 17, 2022
Owned IP
Surfaced from what the firm names on its homepage and primary navigation, plus what a quick crawl turns up. Large firms may own more than is shown here.
phData Forge
PlatformNamed prominently in the primary navigation and footer as a flagship offering. Specific capabilities not detailed in the captured pages beyond the brand name and link.
Our assessment: Prominently featured in nav and footer as a named product but details are thin in the captured pages.
ViewphData Toolkit
ToolNamed in the nav under 'Software' and referenced in an article about agentic automation ('From Spec to Pipeline: Inside phData Toolkit's Agentic Automation'). Appears to be a software toolkit with agentic automation capabilities.
Our assessment: Referenced in a blog post title suggesting real agentic automation functionality, but page detail is limited.
View3-2-1 GO
AcceleratorA fixed-fee sprint offering: 3 use cases identified, 2 POCs defined and designed, 1 MVP deployed to production in 4 weeks. Forward deployed engineers work inside the client's environment.
Our assessment: Well-described methodology with concrete deliverables, timeline, and pricing model; reads as a productized engagement offering.
ViewClinical Intelligence Platform
PlatformAn industry solution for healthcare/life sciences intelligence.
Our assessment: Named solution in the nav but no descriptive detail captured.
ViewCommercial Intelligence Platform
PlatformA named commercial intelligence platform solution.
Our assessment: Named solution in the nav but no descriptive detail captured.
ViewCustomer Data Platform Accelerator
AcceleratorAn accelerator for customer data platform implementation.
Our assessment: Named in the solutions nav but no descriptive detail captured.
ViewClinical Cohort Creation Accelerator
AcceleratorAn accelerator for clinical cohort creation, likely for healthcare/life sciences use cases.
Our assessment: Named in the solutions nav targeting healthcare but no descriptive detail captured.
ViewIoT & Connected Manufacturing
AcceleratorA solution for IoT and connected manufacturing use cases.
Our assessment: Named in the solutions nav targeting manufacturing but no descriptive detail captured.
ViewHot-words
The buzzword spaces this firm chooses to lean into.
“agentic solutions that make business workflows & processes more efficient”
“intelligence advantage will compound over time”
“trusted data, scalable infrastructure, well-connected operations”
“in production in weeks. compounding for years”
Contact surface
Ways we found to reach this firm.