Quarterly Vendor
Teardown Whitepapers

A continuously updated, objective evaluation framework and database of enterprise AI vendors. Filter out the sales noise and get an unbiased source of truth on risk, compliance, and ROI.

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Genuinely Vendor-Independent.

We have no referral arrangements. Our only incentive is your outcome. Preview our standard vendor evaluation methodologies below.

The Evaluation Master Framework

The 50-point criteria XYVION uses to assess AI vendors across Strategic Viability, Security, Governance, TCO, and Integration capabilities.

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Security Teardown: OpenAI vs Anthropic

A practitioner's look at the data privacy, hosting, and compliance differences between OpenAI Enterprise (Azure) and Anthropic Claude (AWS Bedrock).

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Agentic Frameworks Landscape '26

An analysis of the maturity of frameworks like LangChain, AutoGen, and CrewAI for production enterprise deployments.

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Enterprise AI: Total Cost of Ownership (TCO) Calculator

Compare the true monthly cost of "Build vs. Buy" scenarios based on your projected usage volume.

500,000
4,000
800

Monthly Estimated Cost

Commercial API (e.g., GPT-4o / Claude 3.5 Sonnet)

Pay-per-token API consumption
$0

Self-Hosted Open Source (e.g., Llama 3 70B)

Dedicated GPU Cloud Instances (AWS P4d) + MLOps Overhead
$0

*Commercial API assumptions: ~$3.00/1M input, ~$15.00/1M output.
*Open Source assumptions: Fixed infrastructure costs (~$8k/mo per node) + $4k/mo management overhead, regardless of utilization.

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