# Microsoft for Startups (@MicrosoftforStartups) on youtube

- id: koinon:creator:youtube_microsoftforstartups
- url: https://koinonlink.com/kol/youtube/MicrosoftforStartups
- schema_version: 1.4

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

## Reach
- followers: 23500
- posts_observed: 6
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI product development for startups, Using Microsoft Azure for AI scaling, Building multi-step AI agents, Startup growth with cloud and AI tools, Real-world AI use cases in diverse industries, Integrating AI into product workflows
- bio: Microsoft for Startups provides cloud services and software to help startups grow faster.

## Audience (inferred)
- status: present
- description: Startups building AI products, especially those using Microsoft's cloud and AI tools to accelerate development and scaling
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to integrate AI features into products quickly due to infrastructure limitations, Finding it hard to scale AI solutions across teams without proper tooling and support, Lacking clear guidance on how to build multi-step AI agents that deliver real user value
- posts_analysed: 12
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [youtube_microsoftforstartups#16707a46] Build faster. Test faster. Launch faster. (https://www.youtube.com/@MicrosoftforStartups)
- [youtube_microsoftforstartups#416a56c1] Microsoft for Startups Founder Friday: Arcade.dev
- [youtube_microsoftforstartups#434355ee] Building AI isn't a one-size-fits-all
- [youtube_microsoftforstartups#d8139ef2] General Robotics brings AI intelligence to robots
- [youtube_microsoftforstartups#bbb22b07] Field Notes: How to Ship AI Feature Films -- with Rahul Regulapati (Galleri5)
- [youtube_microsoftforstartups#670bb7f7] Holistic AI on Microsoft’s Role in startup growth | Microsoft for Startups #startup #ai #azure
- [youtube_microsoftforstartups#8492d95f] How Holistic AI helps companies maximize AI impact | Microsoft for Startups #startup #ai #azure
- [youtube_microsoftforstartups#88cde7e4] Learn how RAIC Labs is scaling smarter with AI | Microsoft for Startups #startup #ai #azure

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=5, 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=5, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=54, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=5, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=54, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=54, method=platform_profile

## Freshness
- profile_checked_days_ago: 54
- content_analysed_days_ago: 5
- 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_microsoftforstartups
- Request removal: https://koinonlink.com/claim?k=youtube_microsoftforstartups
- Terms: https://koinonlink.com/for-ai