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◎ RankGlobal mapped

Neal Analytics

Predictive Analytics · Automation & WorkflowBellevue, WA, USFounded 2011

Neal Analytics, a Fractal company, specializes in data science, AI strategy, and modern data architecture to help businesses achieve digital transformation goals.

4.5
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Predictive Analytics
Team size
50-100 employees
Typical budget
$100K+
Primary industry
Manufacturing & Industrial
Provider overview

A clear view of what Neal Analytics does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
Predictive Analytics provider for Manufacturing & Industrial

Neal Analytics, a Fractal company, specializes in data science, AI strategy, and modern data architecture to help businesses achieve digital transformation goals. RankGlobal maps its primary capability to Predictive Analytics within Predictive Analytics, with supporting relevance to Predictive Maintenance, Supply Chain Automation. Its strongest supplied industry signals align with General Manufacturing, Consumer Packaged Goods (CPG/FMCG), FinTech Platforms.

See how this profile was mapped →
Primary AI category
Predictive Analytics
Strongest industry signal
Manufacturing & Industrial
Engagement profile·$100K+·50-100 employees·Service
Mapped capabilities · 2 categories
Technology

Platforms, methods and technical signals

Data ScienceAI StrategyModern Data Architecture

Tools and platforms named in Neal Analytics's supplied company profile.

Expertise

Named expertise on file

  • Microsoft Cloud Innovation

    Serving as a premier Microsoft solutions partner to accelerate data-driven transformation on Azure.

    Azure PartnerCloud StrategyModernization
  • StockView (Inventory AI)

    Delivering a specialized AI-powered solution for real-time stock-out detection and automated replenishment.

    StockViewRetail AISupply Chain
  • MLOps & Data Science

    Implementing robust pipelines to move AI models from research to production-ready operational environments.

    MLOpsData EngineeringLifecycle Management
  • IoT & Edge Analytics

    Utilizing sensor data and edge computing to provide real-time situational awareness and predictive maintenance.

    Edge AIIIoTConnected Assets
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Neal Analytics, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
Predictive Analytics
Compared with
946 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
58th percentile of 946 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Predictive Analytics among 946 published providers

Average rating4.47 · median 4.84
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth14 · median 20
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Predictive Analytics100%
Automation & Workflow76%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
3 industries on the map
3
Retail, Wholesale & Consumer Goods33%
Financial Services & Insurance33%
Manufacturing & Industrial33%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct29% · 4
Supported50% · 7
Adjacent21% · 3

Imported mapping grades across 14 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Neal Analytics presents as a strong evidence profile for Predictive Analytics. It ranks in the 58th percentile of 946 published providers in Predictive Analytics, and 10 reviews back the commercial profile.

Current positioning: P58 evidence quality · P18 industry breadth
Strongest signals
Evidence-backed strength in Predictive Analytics is the profile's clearest signal in the mapped taxonomy.
Best user fit
Manufacturing & Industrial buyers evaluating Predictive Analytics at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
10
Reviews
4.5
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

6 mapped subindustries
Direct
Consumer Packaged Goods (CPG/FMCG)

Source industry: Retail & CPG

88% mapping confidence
Client feedback

What clients say.

Reviews and ratings published for this provider.

4
Mastering Microsoft Synapse via Specialized Flawless AI

They are the masters of the Microsoft stack. Their Synapse and Power BI implementations are flawless.

BI Specialist
5
Building Demand Forecasts via Specialized Impressionable AI

Impressionable data science capabilities. They helped us build a demand forecasting model that works.

CTO, Retail
4
Bridging Data-Value Gaps via Specialized Pragmatic AI

They bridge the gap between 'messy data' and 'business value.' A pragmatic and expert consulting firm.

Innovation VP
5
Leveraging Latest Azure AI via Specialized High-Depth AI

Very high technical depth in Azure. They help us leverage the latest AI tools before they even hit the main docs.

Tech Lead
5
Operationalizing Last-Mile AI via Specialized Effective AI

Highly effective for operationalizing AI. They focus on the 'last mile' of data science better than most.

Product Mgr
4
Saving Millions via Specialized High-ROI Enterprise AI

Great ROI for enterprise analytics. They deliver measurable process improvements that save millions.

Finance Head
4
Leading Seattle Data Hubs via Reliable Specialized AI

Reliable performance and professional delivery. A leader in the Seattle and global data consulting hub.

Ops Director
5
Valuing Long-Term Goals via Exceptional Strategic AI Support

Exceptional communication. They are proactive problem solvers who truly value our long-term goals.

Support Lead
5
Bridging Business Gaps via Strategic AI-Driven Intelligence

Helping us bridge the gap with AI-driven business intelligence. A brilliant and trusted partner.

CDO, Tech

10 published quotes on this profile.

Showing 9 of 10, ranked by display order then recency.

Rating distribution
5
6
4
4
3
0
2
0
1
0

Ratings aggregate 10 reviews at the average shown above.

Transparent profile intelligence

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.

RankGlobal trust center →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for Neal Analytics, and the three things worth confirming directly once you're in touch.

Primary category
Predictive Analytics
Primary industry
Manufacturing & Industrial
Typical budget
$100K+
Team size
50-100 employees
  1. 1
    Name the use case

    Say which Predictive Analytics problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $100K+ band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Manufacturing & Industrial — the strongest industry signal on this profile.

Enquire about Neal Analytics

Three fields. Anything longer belongs on the full contact page, linked below.