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Caylent

MLOps & InfrastructureIrvine, United States

Caylent is based in Irvine, USA and works in Data Engineering for AI for Smart Buildings & Building Operations.

Average rating
—
Reviews
0
Profile coverage
80%
Evidence percentile
P77

Profile updated · Request a correction

Company & commercials

Primary category
MLOps & Infrastructure
Team size
Not disclosed
Typical budget
Not disclosed
Primary industry
Construction, Real Estate & Built Environment
Contact provider →Visit website ↗
Overview

What Caylent does best.

About

MLOps & Infrastructure provider for Construction, Real Estate & Built Environment

Caylent is a cloud services and consulting provider that helps organizations evolve their operations through AI integration and data modernization on AWS as a Premier Tier Services Partner. Its own website shows its strongest capability in Data Engineering for AI within MLOps & Infrastructure, alongside MLOps. The industry it describes most is Smart Buildings & Building Operations.

Service model·Service
Primary AI categoryMLOps & Infrastructure
Benchmarked against 1,351 providers in this category.
Primary industryConstruction, Real Estate & Built Environment
Technology stack

2 platforms & methods

Bars show how many mapped capabilities use each one.

  • MLOps1 capability
  • Generative AIProfile only
RankGlobal provider intelligence

Evidence report

How Caylent compares with peers on evidence, reviews and coverage.

Analyst brief · Published
CategoryMLOps & Infrastructure
Compared with1,351 providers
Signals3 signals
Status● Published
Evidence score
61/100
Moderate evidence77th percentile of 1,351 peers · peer median 70
Profile coverage80
Taxonomy density72
Review signal0
Peer benchmarkHow the profile comparesMLOps & Infrastructure among 1,351 published providers
Average rating0.00 · median 4.89
Independent reviews0 · median 0
Profile completeness80% · median 70%
Taxonomy breadth18 · median 20
This profile Peer median
Signal radarMulti-dimensional evidence
Independent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries8 industries
Financial Services & Insurance23%
Media, Entertainment, Gaming & Sports23%
Healthcare & Life Sciences15%
Construction, Real Estate & Built Environment8%
Education & Research8%
Other23%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
67%Direct · 12 mappings
33%Supported · 6 mappings
Grades across 18 mappings. Not a search ranking.
Analyst summary

What the evidence says

Caylent presents as a moderate evidence profile for MLOps & Infrastructure. It ranks in the 77th percentile of 1,351 published providers in MLOps & Infrastructure, and no reviews on the profile yet.

Current positioning: P77 evidence quality · P44 industry breadth
Strongest signalsEvidence-backed strength in MLOps & Infrastructure is the profile's clearest signal in the mapped taxonomy.
Best user fitConstruction, Real Estate & Built Environment buyers evaluating MLOps & Infrastructure 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.

Primary AI category · 1 / 5

MLOps & Infrastructure

—
DirectSupportedRelatedAdjacentOne of 1,352 providers in this category
Compare MLOps & Infrastructure providers →
Technology usedMLOps

Mapping source · https://caylent.com/services — “ent’s hands-on expertise enabled Criteria to design and build our new data lakehouse infrastructure on Amazon Redshift Serverless in four months, 3 times”

1 client review mentions this
“Caylent has been an outstanding partner in leading Novus from an antiquated physical datacenter to a modern Kubernetes-based Platform running on the AWS cloud.”
Noah Zucker, Head of Technology
Matched from the review text by RankGlobal; analysts can correct any match.

Featured 5 of 5 capabilities, ranked by mapping grade then confidence.

Industry experience · 8 industries · 13 subindustries

Industries served.

7 Core1 Adjacent · discovery only
  • 95%

    https://caylent.com/ — “together with our AI for HVAC solution will have momentous impact on building operations management, reducing HVAC energy costs by up to 25% and greenhouse ga”

Client feedback

What clients say.

Testimonial
MLOps & Infrastructure
Caylent has been an outstanding partner in leading Novus from an antiquated physical datacenter to a modern Kubernetes-based Platform running on the AWS cloud.
NZNoah Zucker, Head of TechnologySEI NovusFrom the firm’s website1 / 2
2 reviews

Worked with Caylent? 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 →
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 outKey facts, and three things to confirm once you're in touch.
Primary category
MLOps & Infrastructure
Primary industry
Construction, Real Estate & Built Environment
Typical budget
Not disclosed
Team size
Not disclosed
  1. 1Name the use caseSay which MLOps & Infrastructure 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 Construction, Real Estate & Built Environment — the strongest industry signal on this profile.
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