Cloud & enterpriseenterprise
NVIDIA NIM
model hosting
NVIDIA · US
Official siteCloud and enterprise AI: compare beyond the demo
An enterprise platform is judged over time. Access governance, data integration, cost tracking and exit options matter as much as the features shown in a demo.
When to explore this family
Define a pilot around one limited, measurable process.
Compare internal search, business agents and APIs against the actual need.
Plan how data and work will be recovered if the supplier changes.
How to compare tools
Map the data, roles and subcontractors involved.
Request a full cost including usage, deployment and human review.
Check auditing, export, portability and shut-off options.
A repeatable trial
Starting situation. A team wants to search internal documentation with different rights by role. The pilot covers one corpus and a small user group.
Scope
Define permitted documents, roles, representative questions and expected outcomes before a vendor demonstration.
Access control
Ask a question whose answer lives in a document forbidden to the user: the content must not be exposed.
Cost and exit
Record usage, administration and human review; export configuration and data to test reversibility.
Evidence for a decision
- Output
- An operable application with documented model and environment.
- Checks
- Access, region, quotas, monitoring, export and total cost.
- Evidence
- Configuration, test cases, errors, consumption and logs.
- Failure signal
- A demo lacking access controls or recovery planning.
26 active services in the directory
Services to examine
These active services are starting points from the directory. Editorial highlighting and score order this selection; they do not replace a trial on your own task.
Cloud & enterpriseenterprise
Microsoft Foundry
Read the detailed profile →cloud AI platform
Microsoft · US
Official siteCloud & enterpriseenterprise
Gemini Enterprise Agent Platform
Read the detailed profile →cloud AI platform
Google Cloud · US
Official siteCloud & enterpriseenterprise
AWS Bedrock
Read the detailed profile →cloud AI platform
Amazon Web Services · US
Official siteCloud & enterpriseenterprise
Scale AI
enterprise AI platform
Scale AI · US
Official siteCloud & enterpriseenterprise
Red Hat AI
enterprise AI platform
Red Hat / IBM · US
Official siteCloud & enterpriseenterprise
Salesforce Agentforce
customer relationship agents
Salesforce · US
Official siteCloud & enterpriseenterprise
Copilot Studio
Read the detailed profile →business process agents
Microsoft · US
Official siteCloud & enterpriseenterprise
UiPath
enterprise automation
UiPath · US
Official siteRelated guides
Questions before choosing
Is a demonstration enough to choose?
No. Run a bounded pilot using your roles, data, common errors and actual costs.
Does the publisher’s country show where data is processed?
No. Review contracts, subcontractors, region settings and the flows actually used.
What is a workable exit?
Being able to retrieve data, instructions, relevant logs and outputs in usable form, then disable the service.