PURPOSH is a sophisticated forecasting platform that leverages advanced machine learning, historical data analysis, and external factors to predict critical business outcomes with unprecedented accuracy. Make data-driven decisions that drive growth and minimize risk.
From sales predictions to churn analysis, PURPOSH provides AI-powered forecasts for every critical business metric that drives your success
Predict future revenue with exceptional accuracy using historical sales patterns, pipeline metrics, seasonal trends, and market indicators.
Identify at-risk customers before they leave by analyzing behavioral signals, engagement patterns, and satisfaction indicators.
Optimize inventory levels and capacity planning with precise demand predictions based on historical consumption and market dynamics.
Estimate the total value each customer will bring over their relationship with your business to optimize acquisition spending.
Prioritize sales efforts by predicting which leads are most likely to convert based on engagement, demographics, and behavior.
Identify employees at risk of leaving and take proactive retention measures before they resign.
Project future cash positions with precision to ensure liquidity and inform strategic financial planning decisions.
Incorporate external market factors, economic indicators, and industry trends into your forecasts for contextual accuracy.
PURPOSH's sales forecasting engine analyzes your complete sales ecosystem to deliver accurate revenue predictions. Our AI examines historical sales data, pipeline progression, deal velocity, seasonal patterns, marketing attribution, and external economic factors to generate forecasts you can trust.
The system continuously learns from your actual results, automatically refining its models to improve accuracy over time. Get granular forecasts by region, product line, sales team, or any custom segment critical to your business.
Our machine learning models consistently achieve accuracy rates above 95% for quarterly and annual revenue forecasts
Monitor deal progression in real-time and see how changes in your pipeline immediately impact future revenue projections
Generate forecasts for any segment: by region, product, team, customer type, or custom dimensions
| Month | Forecast | Pipeline | Confidence |
|---|---|---|---|
| January | $785K | $2.8M | High |
| February | $812K | $2.9M | High |
| March | $803K | $3.0M | Medium |
Customer churn is expensive and often preventable. PURPOSH's churn prediction system continuously monitors hundreds of behavioral signals to identify customers at risk of leaving, giving you time to intervene with targeted retention strategies.
Our AI analyzes product usage patterns, support interactions, billing history, feature adoption, engagement scores, and contract renewal timing to calculate individual customer risk scores. The system flags declining engagement trends, negative sentiment in support tickets, and behavioral patterns that historically precede churn.
Identify at-risk customers 30-90 days before they're likely to churn, giving your team time to take action
Track 50+ signals including usage frequency, feature adoption, support tickets, and engagement scores
Get specific recommendations on what actions to take for each at-risk customer
| Customer | Risk Score | Churn Probability | Primary Factor |
|---|---|---|---|
| Acme Corporation | 92 | 85% | Declining usage |
| Global Industries | 88 | 78% | Support issues |
| TechStart Inc | 85 | 72% | Payment delays |
| Enterprise Co | 74 | 58% | Low engagement |
| Innovation Labs | 68 | 51% | Feature non-adoption |
Eliminate stockouts and excess inventory with PURPOSH's demand forecasting. Our AI analyzes historical consumption patterns, seasonal variations, promotional impacts, market trends, and external factors to predict future demand with remarkable accuracy.
The system generates forecasts at multiple levels of granularity - from individual SKUs to product categories to overall demand. It accounts for lead times, supplier reliability, and minimum order quantities to provide actionable reorder recommendations.
Get precise demand forecasts for every product, variant, and location in your inventory
Automatically detect and account for daily, weekly, monthly, and yearly seasonal variations
Get early warnings when inventory levels are projected to run low based on forecasted demand
| Product | Current Stock | 30-Day Forecast | Status |
|---|---|---|---|
| Premium Widget A | 1,245 units | 2,180 units | Reorder |
| Standard Widget B | 3,850 units | 2,940 units | Optimal |
| Deluxe Widget C | 892 units | 1,560 units | Monitor |
| Economy Widget D | 2,430 units | 1,780 units | Optimal |
PURPOSH adapts to your specific business model and use case, providing targeted predictions that drive results across industries
Empower your sales organization with accurate revenue forecasts, pipeline predictions, and quota attainment projections. Optimize territory planning and resource allocation.
Reduce churn and increase retention with predictive insights. Identify at-risk customers early and intervene with targeted engagement strategies.
Make confident financial decisions with accurate cash flow forecasts, budget predictions, and scenario planning capabilities.
Optimize marketing spend and campaign performance with predictive analytics. Forecast customer acquisition costs and lifetime value.
Optimize inventory levels, reduce stockouts, and improve operational efficiency with demand forecasting and capacity planning.
Predict employee turnover, optimize workforce planning, and identify retention risks before employees leave.
Make data-driven product decisions with usage forecasts, feature adoption predictions, and resource allocation insights.
Optimize pricing, inventory, and merchandising with predictive analytics tailored for online and brick-and-mortar retail.
PURPOSH makes sophisticated predictive analytics accessible and actionable for teams of any size
Seamlessly integrate with your existing business systems - CRM, ERP, marketing platforms, financial software, and more. PURPOSH ingests historical data from all your critical sources with pre-built connectors and APIs.
Our machine learning engine automatically analyzes your data, identifies patterns and correlations, and selects the optimal modeling techniques. The AI handles feature engineering, variable selection, and model optimization.
PURPOSH produces accurate forecasts with confidence intervals, explanatory insights, and scenario planning capabilities. Predictions are continuously updated as new data arrives to maintain accuracy.
Access predictions through intuitive dashboards, automated reports, API integrations, and webhook alerts. Make data-driven decisions with confidence and track the impact of your actions over time.
Go beyond basic predictions with advanced features designed for sophisticated business intelligence
As new data arrives, PURPOSH automatically retrains its prediction models to maintain accuracy. The system continuously learns from actual outcomes versus predictions, adjusting its algorithms to improve forecast precision over time.
Every forecast includes confidence intervals showing the range of likely outcomes and the probability distribution. Understand not just the predicted value but also the uncertainty around it, enabling better risk management.
Discover which variables have the strongest impact on your predictions. Sensitivity analysis reveals the relative importance of each factor, helping you identify the most actionable levers for influencing outcomes.
PURPOSH automatically creates derived variables and feature combinations that improve prediction accuracy. The system discovers complex relationships in your data that human analysts might miss.
Get immediate notifications when actual results deviate significantly from predictions. Anomaly flagging helps you identify unexpected trends, potential data issues, or external factors impacting your business.
Validate model accuracy by testing predictions against historical data. Backtesting shows you how the model would have performed in the past, building confidence in future forecasts.
Model different scenarios to understand potential outcomes. Ask questions like "What if we increase marketing spend by 20%?" or "What if we improve onboarding completion from 60% to 80%?" and see the predicted impact.
PURPOSH doesn't just predict - it explains why. Understand which factors are driving each forecast with waterfall charts, factor contribution analysis, and natural language explanations.
The platform employs multiple modeling techniques simultaneously - regression, decision trees, neural networks, and ensemble methods - selecting the best approach for each prediction type and automatically combining models for optimal accuracy.
Generate forecasts at multiple levels of granularity that remain mathematically consistent. Product-level forecasts roll up to category forecasts, which aggregate to total company forecasts, maintaining coherence across all levels.
Enhance predictions by incorporating external factors like economic indicators, weather patterns, market indices, competitor activity, and industry benchmarks. PURPOSH automatically identifies relevant external signals.
Measure and monitor prediction accuracy over time across all your forecasts. Track metrics like MAPE, RMSE, and R-squared, comparing model performance and identifying areas for improvement.
PURPOSH leverages the latest advances in machine learning, data science, and cloud computing to deliver accurate, scalable predictions
Deep learning models for complex pattern recognition
ARIMA, Prophet, and advanced forecasting algorithms
XGBoost and LightGBM for high-accuracy predictions
Stream processing for instant prediction updates
Automated model selection and hyperparameter tuning
Automated variable creation and transformation
Combining multiple models for superior accuracy
Scalable ETL for processing billions of data points
Cross-validation and backtesting frameworks
Enterprise-grade scalability and reliability
Team-based model development and sharing
SHAP values and interpretability frameworks
Organizations using PURPOSH see measurable improvements across key business metrics
Replace spreadsheet-based guesswork with AI-powered predictions that consistently achieve 95%+ accuracy rates. Make confident decisions backed by data, not intuition.
Automated forecasting eliminates hours of manual data analysis and reporting. Get instant predictions that update in real-time as your business evolves.
Accurately forecast future revenue with confidence intervals that help you plan investments, manage cash flow, and communicate with stakeholders.
Identify at-risk customers before they leave and take targeted action to improve retention. Early intervention saves millions in lost revenue.
Eliminate stockouts and reduce excess inventory with precise demand forecasting. Improve working capital efficiency and customer satisfaction simultaneously.
Scenario planning and what-if analysis capabilities enable faster, more informed strategic decisions. Model the impact of initiatives before committing resources.
Empower every team member with predictive insights. Democratize data science across your organization without requiring technical expertise.
React faster to market changes with real-time predictions. Spot opportunities and threats before your competitors do.
PURPOSH connects to all your critical business systems with pre-built integrations and flexible APIs
Your data security and privacy are our top priorities. PURPOSH meets the highest industry standards for data protection and compliance
Independently audited security controls and processes ensure your data is protected according to the highest industry standards.
All data is encrypted in transit using TLS 1.3 and at rest using AES-256 encryption. Your sensitive business data remains secure at all times.
Full compliance with European data protection regulations including data portability, right to erasure, and privacy by design.
Granular permissions and user roles ensure team members only access data relevant to their responsibilities.
Integration with enterprise identity providers and mandatory multi-factor authentication for enhanced security.
Comprehensive activity logging and real-time security monitoring detect and prevent unauthorized access attempts.
Automated daily backups with point-in-time recovery and comprehensive disaster recovery procedures ensure business continuity.
Data minimization principles, purpose limitation, and privacy-first architecture protect customer information.
Choose where your data is stored with multiple regional data centers ensuring compliance with local regulations.
Get in touch with our team to learn how PURPOSH can help you predict your business future with confidence and make data-driven decisions that drive growth.
972-571-2585
purposh.app
7212 Kentwood Ave
Los Angeles, CA 90045
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