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New: the dataset now includes 2,277 company profiles and every supplied review record. See the methodology →

Predictive Analytics

Causal Inference

30 providers on RankGlobal work in Causal Inference within Predictive Analytics, mapped from the imported dataset rather than self-declared tags.

30 mapped providers#161 of 261 by coverageMedian $100K

Coverage

What the data shows

Mapped providers
30
Published profiles carrying this skill
Average rating
4.7
Across 27 rated profiles in the sample
Mapped reviews
295
Imported review records in the sample
Evidence coverage
99%
Average profile completeness

Rating, review and coverage figures are computed across the 30 most-reviewed mapped profiles, not the full set. Ratings are the mean of imported review scores and are never pay-adjusted — read the methodology.

Parent category

Predictive Analytics

Forecasting, scoring and decision intelligence built on operational data.

Explore Predictive Analytics

Mapped providers

Providers offering Causal Inference

Iguazio logo
Iguazio
Iguazio offers an MLOps platform that operationalizes and de-risks machine…
★ 4.8
18 reviews · 100%
Digital Fractal logo
Digital Fractal
Digital Fractal Technologies provides AI consulting and business process…
★ 4.8
16 reviews · 100%
Millipixels
We leverage deep expertise in user experience design, technology…
★ 4.9
14 reviews · 100%
Hopsworks logo
Hopsworks
Hopsworks provides a unified SaaS platform for feature stores and MLOps…
★ 4.8
13 reviews · 100%
MindBridge logo
MindBridge
Ottawa-based leader in AI-powered financial risk discovery and anomaly…
★ 4.5
12 reviews · 100%
Prominence Advisors logo
Prominence Advisors
Prominence Advisors is a healthcare IT advisory firm specializing in data…
★ 4.9
11 reviews · 100%
PhaseV logo
PhaseV
PhaseV provides AI-driven solutions to optimize clinical-trial development…
★ 4.9
11 reviews · 100%
Data Revenue
Data Revenue builds custom machine learning solutions for biomedical…
★ 5.0
10 reviews · 100%
Pix Force
Pix Force is a Brazilian AI company specialized in computer vision and visual…
★ 4.9
10 reviews · 100%
5V Tech logo
5V Tech
Specialist partner assembly multidisciplinary squads to scale technology teams…
★ 4.9
10 reviews · 100%
Max Kelsen
Max Kelsen provides consulting and managed services focused on AI, machine…
★ 4.9
10 reviews · 100%
Westphalia DataLab logo
Westphalia DataLab
Data science and AI service provider specializing in custom machine learning…
★ 4.9
10 reviews · 100%
Xomnia
Xomnia is a premier data and AI consultancy that provides bespoke solutions…
★ 4.9
10 reviews · 100%
Acerta logo
Acerta
Acerta Analytics provides an Industrial AI platform (LinePulse)…
★ 4.8
10 reviews · 100%
Parabole logo
Parabole
Parabole delivers the TRAIN Causal AI platform that blends IT and OT data…
★ 4.8
10 reviews · 100%
Mind Foundry
Mind Foundry develops ethical AI solutions for high-stakes applications…
★ 4.8
10 reviews · 100%
Aura
Aura Insights delivers AI-powered strategy, management, and workforce…
★ 4.8
10 reviews · 100%
Techling
Techling designs and engineers AI-powered software solutions that modernize…
★ 4.8
10 reviews · 100%
Versor
Versor (acquired by Fujitsu) is a Melbourne-based consultancy providing data…
★ 4.8
10 reviews · 100%
Litmus
Litmus provides an enterprise-grade Edge Data Platform for scaling Industrial…
★ 4.8
10 reviews · 100%
Stefanini logo
Stefanini
A global provider of IT services and digital transformation solutions, offering…
★ 4.8
10 reviews · 100%
GTechnologies logo
GTechnologies
GTechnologies provides AI-powered healthcare solutions, including predictive…
★ 4.7
10 reviews · 100%
TAZI AI logo
TAZI AI
AI led Business Intelligence Platform to hyper-personalize experiences, deepen…
★ 4.7
10 reviews · 100%
Spanidea
Engineering intelligent, connected systems and AI‑driven solutions…
★ 4.3
10 reviews · 100%
Farmers Edge logo
Farmers Edge
Farmers Edge is a global agtech company delivering digital solutions for…
★ 4.2
10 reviews · 100%