Vendor Evaluation for Automation and AI Platforms
Overview
Vendor selection should stress your reality: CRM objects, auth modes, audit needs—not generic demos.
Quick definition
Vendor evaluation scores automation platforms on integration depth, SLA, data residency, SSO, audit logs, and exit strategy—plus proof-of-concept scripts against your APIs.
Definition
Evaluation criteria include API coverage, rate limits, webhook reliability, data residency, SSO, audit logs, roadmap stability, and professional services dependence.
Why it matters
Switching platforms is expensive; sunk cost traps are real. Due diligence upfront saves years of pain.
Core framework
Step-by-step model as TypeScript interfaces (machine-readable checkpoints).
Use-case script
/**
* Use-case script
* Force vendors through your top three journeys live.
*/
export interface CoreFrameworkStep1UseCaseScript {
/** Order in the core framework (0-based) */
readonly stepIndex: 0;
/** Display title for this step */
readonly title: "Use-case script";
/** Narrative checkpoints as published in the guide */
readonly narrative: readonly string[];
}
export const CoreFrameworkStep1UseCaseScript_NARRATIVE: readonly string[] = [
"Force vendors through your top three journeys live."
] as const;Security questionnaire
/**
* Security questionnaire
* Aligned to your infosec standards—not checkbox theater.
*/
export interface CoreFrameworkStep2SecurityQuestionnaire {
/** Order in the core framework (0-based) */
readonly stepIndex: 1;
/** Display title for this step */
readonly title: "Security questionnaire";
/** Narrative checkpoints as published in the guide */
readonly narrative: readonly string[];
}
export const CoreFrameworkStep2SecurityQuestionnaire_NARRATIVE: readonly string[] = [
"Aligned to your infosec standards—not checkbox theater."
] as const;Detailed breakdown
Logic sections encoded as Python functions with structured narrative payloads.
Exit strategy
def logic_block_1_exit_strategy(context: dict) -> dict:
"""Operational logic: Exit strategy"""
# Narrative steps from the guide (logic section)
paragraphs = ["Export formats, data portability, contract terms for migration assistance."]
return {
"heading": "Exit strategy",
"paragraphs": paragraphs,
"context_keys": tuple(sorted(context.keys())),
}Technical patterns
RFP scoring matrix
- Must-haves eliminate; weighted score on differentiators.
- Security questionnaire mapped to SOC2/ISO evidence.
Code examples
Pass/fail gate
Hard requirements checked programmatically in POC.
export function meetsMustHaves(vendor, criteria) {
return criteria.every((c) => c.test(vendor));
}System architecture
[Requirements]
→ [Long list → POC scope]
→ [Scored demo + API tests]
→ [Security review]
→ [Contract + integration plan]Real-world example
A company eliminated a finalist after discovering CRM custom objects were unsupported for their industry.
Common mistakes
- Buying for Gartner quadrant—not for your stack.
- Ignoring TCO of professional services.
Related topics
PrimeAxiom helps evaluate tools against your architecture—book a vendor scorecard session.