# Cognizant (@cognizant) on youtube

- id: koinon:creator:youtube_cognizant
- url: https://koinonlink.com/kol/youtube/cognizant
- schema_version: 1.0

## Identity
- platform: youtube
- handle: cognizant
- platform_url: https://www.youtube.com/@cognizant
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 44700
- posts_observed: 1
- verified: false
- size_tier: koc

## Engagement
- unit_note: engagement_rate is a ratio (0-1); the interaction fields are absolute counts.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Enterprise AI ROI and value realization, Context engineering and Context Fabric, Agentic AI and multi-agent orchestration, Physical AI and digital twins, Responsible AI in healthcare and manufacturing
- bio: Welcome to Cognizant. We are an AI Builder and technology services provider helping global enterprises turn AI investment into ...

## Audience (inferred)
- status: present
- description: Enterprise AI leaders, CTOs, and digital transformation heads at large global corporations evaluating AI investments
- roles: automation
- seniority: decision_maker
- pain_points: Trillions spent on AI with little measurable ROI, Off-the-shelf agents failing to incorporate company-specific tribal knowledge, Scaling AI in regulated sectors without losing auditability or trust, Lack of context causing AI to produce irrelevant or low-value outcomes
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 52
- credibility_score: 52
- grade: B
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [youtube_cognizant#p0] Why are some companies seeing real returns from AI while others are still waiting? (https://www.youtube.com/@cognizant)
- [youtube_cognizant#p1] The Five-Layer AI Stack: A Full-Stack Operating Model for Enterprise AI | Cognizant
- [youtube_cognizant#p2] Closing the Infrastructure Gap: How Enterprises Turn AI Investment Into Business Value | Cognizant
- [youtube_cognizant#p3] Technology is only part of the AI equation
- [youtube_cognizant#p4] Compute may be the new oil, but crude oil sitting in the ground is not worth much on its own
- [youtube_cognizant#p5] 3–5 days to 90 seconds—the Sysco story
- [youtube_cognizant#p6] Intelligence is getting commoditized
- [youtube_cognizant#p7] Certainty Beats Speed in Physical AI

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=0, method=follower_growth_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=youtube_cognizant
- Request removal: https://koinonlink.com/claim?k=youtube_cognizant
- Terms: https://koinonlink.com/for-ai