AI-Powered Planning and Execution
for Product Managers
Planning: AI-Supported
Execution: AI-Supported or AI-Automated
Traditional AI Problem
BizML
Tradition AI Enhancements
BizML implements Feature Engineering & Selection to
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Increase Accuracy up to 20% / Reduce Error Rates up to 50% of ML models
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Reduce Data Requirements
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Lowers cost and initial investment requirements​
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Fewer projects constrained by data availability
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LLM/Agent Performance Boosting
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Traditional AI accuracy improvement drives LLM/Agent optimization​
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Specific prompting using fewer tokens drive
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Increase reliability(i.e.reduce hallucination risk)
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Cost savings​​
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Faster responses
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BizML delivers a powerful planning tool to Planners such as Product Managers.
Semantic Query
Semantic Query is an LLM implementation that
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Enables Planners and Executors to access data sources using natural language
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Translates business objectives and plans into AI/ML instructions​​​
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Help planner interpret data and results
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Acts as a wizard for overall solution
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Essentially, it improves Planners' accessibility and ease of use.
Semantic Brain Platform
Super-Intelligent Workflows
Build on BizML to drive Productivity, Enterprise Transformation and Risk & Compliance Management
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Integrate LLMs
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Semantic Query: Natural language query of data sources and application wizard.
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Semantic Graph(future)
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Map multiple domains(e.g., quant and language) at scale
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Unique insights with graph analytics​​​
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Enable New Use Case Types
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Periodic Reports: Automated complex/multi-step reports
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Notifications: Alert users on important/relevant events
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Topic Prediction: Predict user queries and information needs to improve interaction ​
Semantic Shield
AI Security, Safety & Alignment - Open Source Initiative
LLM/Generative AI are more intelligent and require more security
Add Semantic Shield, and integrate with your AI and DevSecOps stack
Functions
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Secure Confidential/Sensitive Information
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Protect AI from misbehaving users
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Protect users from misbehaving AI
Architecture & Approach​
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Network DMZ-Inspired architecture
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Shift left approach to AI security
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Integrate AI innovation with proven security best practices
ConversionAI
Ad Optimization for Google, LinkedIn and YouTube
Watch Explainer Video (1:48)
Acquisition Ads/Marketing
Semantic Analysis recommends
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Campaign Structure, Keywords, Negative Keywords, Content, Bidding, Budget
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Up to 5x Acquisitions per Ad $ Spend
Conversion Ads/Remarketing
Behavioural Analysis recommends
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Target Audience: Who, When, How Much
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Up to 5x Conversions per Ad $ Spend
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Combined: Up 25x Conversions per Ad $ Spend