Vinova
Vinova is based in Singapore and works in MLOps for Home Services & Maintenance, with further work in AI Ethics & Governance and Automation & Workflow.
- Average rating
- 5.0
- Reviews
- 75
- Profile coverage
- 100%
- Evidence percentile
- P92
Profile updated · Request a correction
Company & commercials
- Primary category
- MLOps & Infrastructure
- Team size
- 50-249 employees
- Typical budget
- $5K - $15K
- Primary industry
- Personal, Household & Community Services
What Vinova does best.
MLOps & Infrastructure provider for Personal, Household & Community Services
Singapore-headquartered IT consulting and development powerhouse driving growth for over two hundred fifty companies worldwide, delivering custom software, mobile apps, RPA, and AI solutions across various sectors. Its own website shows its strongest capability in MLOps within MLOps & Infrastructure, alongside Data Engineering for AI and Model Serving. The industry it describes most is Home Services & Maintenance.
3 platforms & methods
Bars show how many mapped capabilities use each one.
- Machine Learning1 capability
- RPA1 capability
- BlockchainProfile only
Evidence report
How Vinova compares with peers on evidence, reviews and coverage.
What the evidence says
Vinova presents as a strong evidence profile for MLOps & Infrastructure. It ranks in the 92nd percentile of 1,351 published providers in MLOps & Infrastructure, and 75 reviews back the commercial profile.
Current positioning: P92 evidence quality · P85 industry breadthAI capabilities.
AI Ethics & Governance
None of the listed technologies is specific to AI Ethics & Governance.
Mapping source · https://vinova.sg/mlops-consulting-services — “Enterprise MLOps & Model Governance Services | Vinova Skip to main content Skip to footer Contact Us Serv”
Featured 12 of 32 capabilities, ranked by mapping grade then confidence.
Industries served.
- Home Services & MaintenanceDirect · Primary95%
https://vinova.sg/services
What clients say.
Compiled from independent review platforms and client reviews verified by RankGlobal. How we count reviews
Worked with Vinova? Review them → Every reviewer is verified by RankGlobal.
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.
- T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
- T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
- T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
- T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed for discovery; weighted accordingly in ranking
Move from discovery to a focused conversation.
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- Primary category
- MLOps & Infrastructure
- Primary industry
- Personal, Household & Community Services
- Typical budget
- $5K - $15K
- Team size
- 50-249 employees
- 1Name the use caseSay which MLOps & Infrastructure problem you are evaluating, so the research team can route your message accurately.
- 2Pressure-test the budget bandThe $5K - $15K band on file is a profile-level figure. Ask what a scope like yours actually lands at.
- 3Ask for a referenceRequest a client reference in Personal, Household & Community Services — the strongest industry signal on this profile.
Enquire about Vinova
Three fields. Anything longer belongs on the full contact page, linked below.Is this your company? Claim this profile →
Where Vinova ranks
- #1Top MLOps & AI Infrastructure Partners Worldwide
- #2Top AI companies in Government & Public Sector
- #7Top AI companies in Personal, Household & Community Services
Badges for Vinova's website (3)
A firm in the top 10 of a ranking can show it on its own site. Badges are earned, never sold, and always show the current place. How badges work.
Embed your Evidence Matrix position (4)
Vinova is among the most-reviewed firms on these Evidence Matrices. Each image highlights its place and updates with the data.
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