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Innominds

Computer Vision · Edge AI & IoT · LLM Agents & RAGSan Jose, California (Headquarters)Founded 1998

Innominds is an AI-led product engineering services firm that powers the digital transformation of enterprises. They specialize in connected devices, edge AI, cloud, and advanced cognitive analytics.

4.8
Average rating
18
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Computer Vision
Team size
250+ employees
Typical budget
$100K+
Primary industry
Manufacturing & Industrial
Provider overview

A clear view of what Innominds does best.

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

Company profile
Computer Vision provider for Manufacturing & Industrial

Innominds is an AI-led product engineering services firm that powers the digital transformation of enterprises. They specialize in connected devices, edge AI, cloud, and advanced cognitive analytics. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to AI Platform Engineering, Data Engineering for AI. Its strongest supplied industry signals align with General Manufacturing, Automotive Manufacturing, HealthTech Platforms.

See how this profile was mapped →
Primary AI category
Computer Vision
Strongest industry signal
Manufacturing & Industrial
Engagement profile·$100K+·250+ employees·Service
Mapped capabilities · 8 categories
Technology

Platforms, methods and technical signals

iFusion AI platformEdge AIComputer Vision as a ServiceGenerative AI

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

Expertise

Named expertise on file

  • Product Engineering

    Turning hardware and software innovation into market-ready products, from chip engineering to cloud applications.

    Full-cycle DevelopmentR&DIoT
  • Modern Enterprise Data Platform

    Architecting high-integrity data foundations and lakehouses to turn raw data into strategic business assets.

    Data EngineeringArchitectureAnalytics
  • AI-powered Quality Engineering

    Utilizing generative AI and scriptless testing to reduce QA costs and accelerate time-to-market.

    GenAITest AutomationQA
  • Connected Device Design

    Specialized expertise in designing and producing connected devices, from telematics to LTE-enabled innovations.

    Hardware DesignLTETelematics
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

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

Primary feed set
Computer Vision
Compared with
494 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
56th percentile of 494 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Computer Vision among 494 published providers

Average rating4.81 · median 4.84
Mapped reviews18 · median 10
Profile completeness100% · median 100%
Taxonomy breadth35 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Computer Vision100%
Edge AI & IoT96%
LLM Agents & RAG96%
MLOps & Infrastructure96%

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

Mapped industries
7 industries on the map
7
Transportation, Logistics & Supply Chain33%
Automotive & Mobility20%
Personal, Household & Community Services20%
Healthcare & Life Sciences7%
Manufacturing & Industrial7%
Other13%

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

Evidence mix
Mapping grades
Direct34% · 12
Supported34% · 12
Adjacent31% · 11

Imported mapping grades across 35 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Innominds presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 18 reviews back the commercial profile.

Current positioning: P56 evidence quality · P97 industry breadth
Strongest signals
Evidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fit
Manufacturing & Industrial buyers evaluating Computer Vision at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
18
Reviews
4.8
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).

Explore capabilities
Mapping grades
Direct
Supported
Related
Adjacent
Client feedback

What clients say.

Reviews and ratings published for this provider.

Innominds has been an invaluable partner throughout our journey. It has been instrumental in building and strengthening our integrated app and cloud service offerings.

Jonathan Nattrass, Chief Product Officer

Innominds is an ideal partner for global enterprises looking for Digital Next initiatives. They transformed our opportunities by providing a platform for us about the size of a laptop.

Davis Mackstaller, Chief Strategy Officer

The Innominds team takes a thoughtful approach to provide continuous innovation to help improve the quality of our application and increase customer satisfaction.

Cristy Goff, QA Lead

A vast number of surgical videos need to be annotated and labeled for physicians. Our ActivSight algorithms together with Innominds solutions can annotate a one-hour surgical video in about 10 minutes.

Todd Usen, CEO

Innominds expertise in camera vision, AI and its innovative ideas play a very critical role, perfectly fitting in the Qualcomm's vision of delivering and enabling the best-of-breed boutique use cases.

Sanjeet Pandit, Global Head, Smart Cities Program

Our partnership with Innominds and Qualcomm will ensure surgeons everywhere will have greater access to cutting-edge technology.

Tom Calef, CTO

Innominds is a great partner to work with and in iFusion, we have a recommendation engine based upon customer's past purchasing preferences for products and platforms.

Ron Kunkel, DCG Solutions Manager

We learned pretty quickly on, that we had to listen to what they had to say. And we're about to do that again. They have suggested to us, technology advances, that we didn't come up with on our own.

Dr. Joe Peterson, CEO
5
Leading Chip-to-Cloud Engineering via Exceptional Strategic AI

Exceptional communication. They are a global leader in chip-to-cloud digital engineering.

Support Lead

10 mapped reviews · 18 published quotes

Showing 9 of 18, ranked by display order then recency.

Rating distribution
5
10
4
0
3
0
2
0
1
0

Ratings aggregate 18 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 Innominds, and the three things worth confirming directly once you're in touch.

Primary category
Computer Vision
Primary industry
Manufacturing & Industrial
Typical budget
$100K+
Team size
250+ employees
  1. 1
    Name the use case

    Say which Computer Vision 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 Innominds

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