# Stoneridge Software (@StoneridgeSoftware) on youtube

- id: koinon:creator:youtube_stoneridgesoftware
- url: https://koinonlink.com/kol/youtube/StoneridgeSoftware
- schema_version: 1.4

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

## Reach
- followers: 2500
- posts_observed: 70
- verified: false
- size_tier: nano

## 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: saas
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Microsoft Dynamics 365, Business Central and Copilot impleme, AI agents and automation in business processes, Bakery and manufacturing operations with Yaveon/MES, Digital transformation and cloud migration, Process documentation and change management, 2026 AI technology and licensing trends
- bio: Stoneridge Software represents the entire suite of Microsoft Dynamics 365 solutions, Copilot, Power Platform, and Microsoft 365, ...

## Audience (inferred)
- status: present
- description: Microsoft Dynamics 365 / Business Central users in manufacturing and food production (especially bakeries), mainly operations managers, IT leads, and process owners at mid-sized companies
- roles: automation
- seniority: practitioner
- pain_points: Integrating AI agents and Copilot into existing ERP processes without breaking workflows, Lack of documented or standardized business processes before software rollout, Structuring data properly so AI delivers accurate results instead of hype, Choosing native Microsoft AI tools versus third-party solutions while managing licensing
- posts_analysed: 34
- confidence: 0.75

## 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: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- flagged_for_review: false
- koinon_bd_grade: C — 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_stoneridgesoftware#ca22c422] Top 3 Ways AI Is Changing Bakery Planning and Production (https://www.youtube.com/@StoneridgeSoftware)
- [youtube_stoneridgesoftware#7bb7c1dc] Simplifying Bakery Operations with Yaveon and Business Central
- [youtube_stoneridgesoftware#94902fcd] Beyond Production Tracking: Using Data to Grow Your Bakery
- [youtube_stoneridgesoftware#e0fb6004] Better Bakery Visibility with MES and Business Central
- [youtube_stoneridgesoftware#37f03518] Stoneridge Connect - Virtual Event for Microsoft Dynamics Users
- [youtube_stoneridgesoftware#9c43f570] New Software Changes Processes
- [youtube_stoneridgesoftware#87a2074d] You Can’t Shortcut the Time Required
- [youtube_stoneridgesoftware#b57021c8] Most Companies Haven’t Documented Their Processes

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=84, 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=79, 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=84, 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=84, method=platform_profile

## Freshness
- profile_checked_days_ago: 84
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 12
- 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_stoneridgesoftware
- Request removal: https://koinonlink.com/claim?k=youtube_stoneridgesoftware
- Terms: https://koinonlink.com/for-ai