Democratizing AI, for Real People
Practical, trustworthy AI for students, families, investors, and enterprises—built for outcomes, not hype. At Bayesian AI Solutions Consulting Partners, we believe AI shouldn't be a luxury reserved for tech giants. It should quietly improve everyday outcomes, from classrooms to boardrooms, making advanced capability accessible to everyone.
© 2025 Bayesian AI Solutions Consulting Partners
What Democratizing AI Means to Us
Accessible by Design
Clear interfaces, plain language, and fair pricing ensure everyone can benefit—no PhD required.
Trustworthy by Default
Human-in-the-loop review, bias checks, and transparent reasoning you can verify and trust.
Grounded & Governed
Real data with Unity Catalog governance—auditable, secure, and compliant from day one.
© 2025 Bayesian AI Solutions Consulting Partners
Education: Building Mastery, Not Memorization
MathWhiz AI
Students need explanations that teach the why, not just the what. MathWhiz AI mentors break problems down step-by-step, adapt to individual learning styles, and promote deep understanding over rote memorization.
  • Step-by-step problem breakdowns
  • Adaptive learning paths
  • Real-time confidence building
  • Mastery-focused approach
The Impact: Students learn faster, retain more, and build genuine confidence as competence grows.
© 2025 Bayesian AI Solutions Consulting Partners
Admissions: Clarity in High-Stakes Decisions
CampusCompassAI
University admissions are high-stakes, and information is scattered across hundreds of sources. CampusCompassAI centralizes requirements, deadlines, scholarships, and fit factors so students and families can compare options objectively and craft stronger applications faster.
01
Organize Requirements
All deadlines, essays, and prerequisites in one place
02
Assess Fit
Match programs to goals, interests, and strengths
03
Find Scholarships
Surface relevant financial aid opportunities
04
Build Applications
Craft compelling, complete submissions with confidence
© 2025 Bayesian AI Solutions Consulting Partners
Investing: Signal Over Noise
Micro-ETF Analyzer
Retail investors deserve institutional-grade context without the jargon. Our tools turn market data, news, and technicals into concise, explainable insights—highlighting what matters and why, in plain English.
PortfolioAdvisorAI
Focus on the few signals that actually move outcomes. Clear recommendations backed by transparent reasoning you can audit and understand.

Note: Educational and investing tools are for information and decision support only; they do not constitute academic, legal, tax, or investment advice.
© 2025 Bayesian AI Solutions Consulting Partners
Enterprise: Modern Data Migration, Safely
Modern analytics require moving from brittle legacy stacks to governed, scalable platforms. Our migration tools accelerate the journey to Databricks Lakehouse using agentic AI—so you modernize with speed and safety.
BayesLakeShift
Convert legacy code and database DDLs to Databricks-native formats with intelligent transformation.
BayesDeltaBridge
Validate, document, generate test data, detect PII, and scaffold access controls—all automated.
© 2025 Bayesian AI Solutions Consulting Partners
How We Build: Our Product Principles
1
Human-in-the-Loop
AI proposes; you decide. Ambiguities trigger clarifying prompts—no blind guesses or black boxes.
2
Tool-Augmented Generation
We verify function signatures, schemas, and policies against trusted sources to reduce hallucinations.
3
Governance & Privacy
Lineage, masking, and role-based access are built in from the start, not bolted on later.
4
Explainability
Every recommendation comes with context you can audit, understand, and share with confidence.
© 2025 Bayesian AI Solutions Consulting Partners
The Impact We're After
4
Key Audiences
Students, families, investors, and enterprises—each with unique needs
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Transparency
Every decision explained, every process auditable
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Core Products
Specialized tools across education, admissions, investing, and migration
We measure success by real outcomes: students who learn faster and retain more, families who make admissions choices with clarity, investors who focus on signals that matter, and enterprises that gain modern data capabilities without risking security or compliance.
© 2025 Bayesian AI Solutions Consulting Partners
Security, Governance & Trust
Built-In Governance
Unity Catalog integration ensures every data access is logged, every transformation traceable, and every permission enforced. Compliance isn't an afterthought—it's foundational.
  • Complete data lineage tracking
  • Automated PII detection
  • Role-based access controls
  • Audit-ready documentation
Privacy by Design
Data masking, encryption, and privacy controls protect sensitive information at every layer. Your data stays yours.
© 2025 Bayesian AI Solutions Consulting Partners
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