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Aray Infosolutions (AIS)

Edge AI & IoT · Automation & Workflow · Computer VisionVaranasi, India

Aray Infosolutions (AIS) is based in Varanasi, India and works in Autonomous Vehicle Systems for Automotive Manufacturing, with further work in Computer Vision and Predictive Analytics.

Average rating
—
Reviews
0
Profile coverage
70%
Evidence percentile
P45

Profile updated · Request a correction

Company & commercials

Primary category
Edge AI & IoT
Team size
Not disclosed
Typical budget
Not disclosed
Primary industry
Automotive & Mobility
Contact provider →Visit website ↗
Overview

What Aray Infosolutions (AIS) does best.

About

Edge AI & IoT provider for Automotive & Mobility

Specialized engineering firm providing expertise in AI, ADAS, and embedded systems for the automotive industry, focusing on functional safety and virtual testing for global brands. Its own website shows its strongest capability in Autonomous Vehicle Systems within Edge AI & IoT, alongside Edge AI & IoT. The industry it describes most is Automotive Manufacturing.

Service model·Service
Primary AI categoryEdge AI & IoT
Benchmarked against 853 providers in this category.
Primary industryAutomotive & Mobility
Technology stack

4 platforms & methods

Bars show how many mapped capabilities use each one.

  • Machine Learning1 capability
  • Embedded Systems1 capability
  • AIProfile only
  • CAEProfile only
RankGlobal provider intelligence

Evidence report

How Aray Infosolutions (AIS) compares with peers on evidence, reviews and coverage.

Analyst brief · Published
CategoryEdge AI & IoT
Compared with853 providers
Signals3 signals
Status● Published
Evidence score
67/100
Moderate evidence45th percentile of 853 peers · peer median 70
Profile coverage70
Taxonomy density100
Review signal0
Peer benchmarkHow the profile comparesEdge AI & IoT among 853 published providers
Average rating0.00 · median 4.88
Independent reviews0 · median 0
Profile completeness70% · median 70%
Taxonomy breadth21 · median 25
This profile Peer median
Signal radarMulti-dimensional evidence
Independent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries3 industries
Automotive & Mobility50%
Aerospace, Defense & Space33%
Manufacturing & Industrial17%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
67%Direct · 14 mappings
33%Supported · 7 mappings
Grades across 21 mappings. Not a search ranking.
Analyst summary

What the evidence says

Aray Infosolutions (AIS) presents as a moderate evidence profile for Edge AI & IoT. It ranks in the 45th percentile of 853 published providers in Edge AI & IoT, and no reviews on the profile yet.

Current positioning: P45 evidence quality · P42 industry breadth
Strongest signalsEvidence-backed strength in Edge AI & IoT is the profile's clearest signal in the mapped taxonomy.
Best user fitAutomotive & Mobility buyers evaluating Edge AI & IoT across engagement sizes.
Confirm before engagementConfirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
How this report is calculated →
Capabilities

AI capabilities.

AI category · 1 / 12

Automation & Workflow

—
DirectSupportedRelatedAdjacentOne of 1,839 providers in this category
Compare Automation & Workflow providers →
Technology used

None of the listed technologies is specific to Automation & Workflow.

Mapping source · https://arayinfosolutions.com/project/ai — “e strategic decision-making with precision. Machine Learning: Driving Intelligent Automation Machine learning focuses on building models that learn and improve fr”

Featured 12 of 15 capabilities, ranked by mapping grade then confidence.

Industry experience · 3 industries · 6 subindustries

Industries served.

2 Core1 Adjacent · discovery only
  • 90%

    https://arayinfosolutions.com/ — “expert AI, ADAS, Embedded , and CAE services to car manufacturers and Tier 1 suppliers , helping you analyze, test, and launch your products with safe, inno”

  • Automotive ManufacturingDirect · Primary
    90%

    https://arayinfosolutions.com/ — “olutions (AIS) offers expert AI, ADAS, Embedded , and CAE services to car manufacturers and Tier 1 suppliers , helping you analyze, test, and launch your pro”

  • 80%

    https://arayinfosolutions.com/project/ai — “business to new heights! Our Projects Related Projects View All ncap Autonomous driving assistance system ncap computer aided engineering CAE, FEA, FEM, fini”

Client feedback

What clients say.

No independent reviews found for Aray Infosolutions (AIS) yet.

Worked with Aray Infosolutions (AIS)? Review them → Every reviewer is verified by RankGlobal.

Methodology

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.

  1. T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
  2. T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
  3. T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
  4. T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed 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 →
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Before you reach outKey facts, and three things to confirm once you're in touch.
Primary category
Edge AI & IoT
Primary industry
Automotive & Mobility
Typical budget
Not disclosed
Team size
Not disclosed
  1. 1Name the use caseSay which Edge AI & IoT problem you are evaluating, so the research team can route your message accurately.
  2. 2Pressure-test the budget bandNo budget band is on file. Ask what a scope like yours typically lands at.
  3. 3Ask for a referenceRequest a client reference in Automotive & Mobility — the strongest industry signal on this profile.
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