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◎ RankGlobal mapped

Kunumi

Predictive Analytics · AI Ethics & Governance · Computer VisionBelo Horizonte, BrazilFounded 2016

Kunumi is a Brazil-based AI company offering a no-code AutoML platform and consulting. It specializes in data science, predictive modeling, and computer vision for sectors like finance, healthcare, and retail.

4.5
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Predictive Analytics
Team size
50-100 employees
Typical budget
$50K - $150K
Primary industry
Financial Services & Insurance
Provider overview

A clear view of what Kunumi does best.

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

Company profile
Predictive Analytics provider for Financial Services & Insurance

Kunumi is a Brazil-based AI company offering a no-code AutoML platform and consulting. It specializes in data science, predictive modeling, and computer vision for sectors like finance, healthcare, and retail. RankGlobal maps its primary capability to Predictive Analytics within Predictive Analytics, with supporting relevance to Computer Vision, Generative AI Development. Its strongest supplied industry signals align with Insurance, FinTech Platforms, HealthTech Platforms.

See how this profile was mapped →
Primary AI category
Predictive Analytics
Strongest industry signal
Financial Services & Insurance
Engagement profile·$50K - $150K·50-100 employees·Service
Mapped capabilities · 5 categories
Technology

Platforms, methods and technical signals

Deep LearningNLPComputer VisionAutoMLPythonGenerative AIResponsible AI

Tools and platforms named in Kunumi's supplied company profile.

Expertise

Named expertise on file

  • No-code AutoML Platform

    Providing an intuitive environment for non-technical users to build and deploy production machine learning models.

    LCNCAutoMLPlatform
  • Coop Consulting

    Guiding enterprises through "co-creative" AI projects to ensure technical success and organizational alignment.

    AI StrategyROICollaboration
  • Predictive Modeling

    utilizing deep data science to forecast customer behavior, market trends, and operational risks.

    Data ScienceForecastingML
  • Custom AI Models

    engineering bespoke machine learning solutions designed to solve specific organizational pain points.

    Custom AIMLR&D
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Kunumi, 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 rating4.53 · median 4.84
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth24 · median 20
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Predictive Analytics100%
AI Ethics & Governance96%
Computer Vision96%
LLM Agents & RAG96%

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

Mapped industries
6 industries on the map
6
Financial Services & Insurance29%
Healthcare & Life Sciences14%
Manufacturing & Industrial14%
Retail, Wholesale & Consumer Goods14%
Marketing, Advertising & Creative Services14%
Personal, Household & Community Services14%

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

Evidence mix
Mapping grades
Direct58% · 14
Supported33% · 8
Adjacent8% · 2

Imported mapping grades across 24 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Kunumi 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 · P73 industry breadth
Strongest signals
Evidence-backed strength in Predictive Analytics is the profile's clearest signal in the mapped taxonomy.
Best user fit
Financial Services & Insurance buyers evaluating Predictive Analytics at a $50K - $150K 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 →
Capabilities

Evidence-led AI expertise.

Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).

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.

7 mapped subindustries
Direct · Primary
Insurance

Source industry: Insurance

98% mapping confidence
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Bridging Research Gaps via Specialized Actionable AI

Academic brilliance at industrial scale. They bridge the gap between complex research and actionable AI for Bradesco.

Research Lead
5
Promoting Social Prosperity via Exceptional Strategic AI

Exceptional at inclusion-driven AI. They helped us develop models that promote diversity and social prosperity.

CTO, SME
5
Bridging Knowledge Gaps via Specialized Transparent AI

They bridge the gap for knowledge sharing. Their visualizations of AI system outputs make the 'black box' transparent.

Innovation VP
4
Securing AI Perspectives via Specialized High-Depth AI

High technical depth in machine learning. Being a subsidiary of Bank Bradesco gives them a unique perspective on secure AI.

Tech Lead
5
Growing Business Intelligence via Specialized Effective AI

Highly effective for social-impact AI. They translate predictions into intelligence that actually grows the business.

Product Mgr
4
Researching Boutique Stability via Specialized High-Value AI

Good value for specialized AI research. They offer the stability of a big bank with the soul of a boutique lab.

Finance Head
4
Leading Inclusion-Tech Hubs via Reliable Specialized AI

Reliable performance and professional delivery. A leader in the Brazilian AI research and inclusion-tech hub.

Ops Director
5
Dedicating Force-for-Good via Exceptional Strategic AI

Exceptional communication. Their team is dedicated to using technology as a force for good, which shows in their work.

Support Lead
5
Bridging Ethical Gaps via Strategic AI-Driven Research

Helping us bridge the gap with ethical AI-driven solutions. A brilliant and trusted research partner.

CDO, Tech

10 published quotes on this profile.

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

Rating distribution
5
7
4
3
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 Kunumi, and the three things worth confirming directly once you're in touch.

Primary category
Predictive Analytics
Primary industry
Financial Services & Insurance
Typical budget
$50K - $150K
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 $50K - $150K 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 Financial Services & Insurance — the strongest industry signal on this profile.

Enquire about Kunumi

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