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Predictive AI

Stop guessing revenue. Start predicting every deal, quarter, and outcome with 95% accuracy.

AI that knows which deals will close, which reps will hit quota, and what revenue to expect. Transform sales planning from guesswork to precision.

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7 days
To Production
AWS Validated
Production-tested by 90+ sales teams

Stop missing revenue targets with unreliable forecasts

Quarterly surprises destroy planning, investor confidence, and team morale. Spreadsheet guesswork isn't forecasting.

Revenue predictions consistently miss reality

Quarterly forecasts vary wildly from actual results. Planning becomes impossible when predictions are unreliable.

Lost: 40% forecast accuracy, constant plan revisions

Pipeline health remains invisible

Don't know which deals are real until they close or disappear. Surprises happen weekly in pipeline reviews.

Lost: 60% of early problem detection opportunities

Rep performance unpredictable

Can't predict which salespeople will hit quota until quarter-end. Resource allocation becomes reactive, not strategic.

Lost: 50% of coaching and intervention effectiveness

Inventory and capacity planning broken

Without reliable demand forecasts, inventory and staffing decisions are guesswork. Overstock or shortage costs multiply.

Lost: $500K+ annual inventory optimization opportunity
Every inaccurate forecast costs planning efficiency, investor confidence, and competitive positioning

Pleasepoint SF: AI that predicts revenue like a crystal ball

Machine learning analyzes historical patterns, current pipeline, and market signals to predict outcomes with scientific precision.

Revenue Prediction Engine

Analyzes deal characteristics, historical patterns, and market conditions to predict revenue with 95%+ accuracy.

95%+ prediction accuracy

Pipeline Health Analytics

Real-time assessment of deal quality, progression likelihood, and risk factors for every opportunity.

Real-time deal scoring

Rep Performance Predictor

Forecasts individual quota attainment, identifies coaching needs, and optimizes territory assignments.

90%+ quota prediction accuracy

Demand Forecasting Suite

Predicts product demand, seasonal trends, and market fluctuations for optimal inventory and capacity planning.

30-day to 12-month forecasts

From unreliable guesswork to 95% accurate predictions in 7 days

No complex modeling, no data science teams. SF learns your sales patterns and starts predicting immediately.

1

Connect Sales and Historical Data

Platform syncs with CRM, sales systems, and historical data. Imports deal history, rep performance, and market conditions.

Import 2+ years of historical sales data
Connect CRM and pipeline management systems
Sync rep performance and quota data
Integrate market and seasonal factors
2

AI Learns Sales Patterns and Behaviors

Machine learning analyzes deal progression patterns, seasonal trends, and success factors to understand your sales dynamics.

Analyze historical deal progression patterns
Identify seasonal and cyclical trends
Learn rep performance characteristics
Map market factor correlations
3

Build Predictive Models and Validate

SF creates custom forecasting models for your business and validates accuracy against historical performance.

Build revenue prediction models
Create pipeline health scoring algorithms
Develop rep performance predictors
Validate model accuracy against historical data
4

Deploy Live Forecasting and Monitoring

Activate real-time forecasting for current pipeline and future periods. Begin continuous model improvement.

Deploy live revenue forecasting
Activate pipeline health monitoring
Enable rep performance predictions
Set up automated forecast updates

Complete sales intelligence: From deal-level to company-wide forecasting

Every aspect of sales performance predicted with scientific accuracy. Deals, reps, territories, products, and markets.

Multi-Horizon Revenue Forecasting

Predict revenue for next week, quarter, or year with confidence intervals and scenario planning.

Multi-timeframe Confidence intervals Scenario analysis

Deal Close Probability Scoring

Assign precise close probability to every deal based on characteristics, stage, and historical patterns.

Deal scoring Close probability Risk assessment

Timing Prediction Accuracy

Predict not just if deals will close, but when they'll close with week-level accuracy.

Timing precision Close date prediction Schedule optimization

Weighted Pipeline Analysis

Automatically weight pipeline value based on deal quality, stage progression, and historical conversion rates.

Pipeline weighting Quality assessment Conversion analysis

Pipeline Health Monitoring

Real-time assessment of overall pipeline health with early warning alerts for potential shortfalls.

Health monitoring Early warnings Risk alerts

Deal Progression Analysis

Track how deals move through stages and identify bottlenecks or acceleration opportunities.

Progression tracking Bottleneck identification Stage optimization

At-Risk Deal Identification

Identify deals at risk of stalling or loss before sales reps recognize the warning signs.

Risk identification Early intervention Loss prevention

Acceleration Opportunity Detection

Spot deals that can be accelerated with the right actions and resource allocation.

Acceleration opportunities Resource optimization Speed enhancement

Quota Attainment Forecasting

Predict which reps will hit, miss, or exceed quota with confidence levels and recommended actions.

Quota prediction Performance forecasting Achievement probability

Coaching Need Identification

Identify reps who need coaching intervention based on performance patterns and trajectory analysis.

Coaching alerts Performance intervention Skill gap identification

Territory Optimization Analysis

Analyze territory performance and recommend rebalancing for optimal revenue generation.

Territory analysis Optimization recommendations Resource reallocation

Performance Trend Analysis

Track individual and team performance trends to predict future outcomes and identify interventions.

Trend analysis Future prediction Intervention timing

Product Demand Prediction

Forecast demand for individual products and product lines to optimize inventory and production planning.

Product forecasting Demand prediction Inventory optimization

Seasonal Pattern Recognition

Identify and predict seasonal sales patterns, holiday impacts, and cyclical business fluctuations.

Seasonal analysis Pattern recognition Cyclical forecasting

Market Condition Impact Analysis

Assess how external market factors, economic conditions, and industry trends affect sales performance.

Market analysis External factors Economic impact

Capacity Planning Support

Predict resource needs for customer success, support, and delivery based on forecasted sales.

Capacity planning Resource forecasting Scaling preparation

Every forecasting challenge, solved with predictive precision

From startup growth planning to enterprise quarterly reporting, SF transforms how organizations predict and plan revenue.

Enterprise Sales Operations

Challenge: Quarterly board reports require accurate revenue predictions but forecasts vary wildly
AI Solution: SF provides 95%+ accurate quarterly forecasts with confidence intervals and scenario analysis
Result: +95% forecast accuracy, +78% board confidence, -60% planning revision cycles
Challenge: Large sales teams make individual performance tracking and quota prediction impossible
AI Solution: AI predicts individual quota attainment and identifies coaching needs before performance issues impact results
Result: +89% quota achievement accuracy, +67% coaching effectiveness, +45% team performance
Challenge: Complex product portfolios make demand forecasting and inventory planning unreliable
AI Solution: Multi-product demand forecasting optimizes inventory levels and production planning across entire portfolio
Result: +78% inventory optimization, -45% stockout incidents, +123% demand prediction accuracy

SaaS & Technology Companies

Challenge: Subscription revenue models require accurate churn and expansion predictions for investor reporting
AI Solution: SF predicts monthly recurring revenue, churn rates, and expansion revenue with precision
Result: +92% MRR prediction accuracy, +156% investor confidence, +67% expansion forecasting
Challenge: Product launch timing depends on sales capacity but demand forecasting is guesswork
AI Solution: Demand forecasting predicts product uptake and required sales resources for successful launches
Result: +234% launch planning accuracy, +89% resource allocation efficiency, +78% time-to-market
Challenge: Customer success team sizing requires accurate growth predictions but hiring is reactive
AI Solution: AI forecasts customer growth and success workload to optimize team sizing and hiring timeline
Result: +167% capacity planning accuracy, -50% reactive hiring, +123% customer satisfaction

Manufacturing & Distribution

Challenge: Production planning requires accurate demand forecasts but seasonal patterns are complex
AI Solution: SF analyzes multi-year seasonal patterns and market factors to predict demand with precision
Result: +145% production planning accuracy, -67% inventory carrying costs, +89% customer fulfillment
Challenge: Channel partner performance varies unpredictably affecting overall revenue forecasts
AI Solution: Partner performance prediction identifies high and low performers for resource allocation optimization
Result: +78% channel forecast accuracy, +123% partner ROI optimization, +56% channel efficiency
Challenge: Geographic expansion decisions need reliable market demand predictions
AI Solution: AI analyzes market conditions and patterns to predict demand in new geographic territories
Result: +189% expansion planning accuracy, -45% market entry risk, +234% territory optimization

From "it's technically impossible" to "live in production" in one sprint

While others debate frameworks, these teams already have AI in production generating ROI. Leaders who stopped building infrastructure and started delivering business value. The fastest AI deployments in the industry. Verified by AWS.

"Pleasepoint es una de las mejores tecnologías para personalizar y analizar información. Su flexibilidad es incomparable. Recomendación infalible para e-commerce que necesite personalización e IA eficiente."
Daniel González Moreno

Head of Data & Analytics at Globant

"Pasamos del modelo tradicional de campañas a un modelo dinámico y enriquecido. Personalizamos las campañas de CRM y mejoramos la conversión de nuestros clientes del canal de comercio electrónico."
Josep Jarque

IT Architect at Condisline

"La personalización one-to-one permite generar contenido interesante, fomentar fidelización, mejorar la experiencia de compra y generar ventas adicionales a través de recomendaciones personalizadas."
Jose Antonio Linde

COO at Condisline

"Con marketing predictivo obtuvimos resultados satisfactorios. Con personalización one-to-one diseñamos ofertas individuales. Conseguimos mayor retención y fidelidad consistentemente."
Alberto Elizondo

Digital Transformation at Real Sociedad

"Descubrimos nuevos comportamientos de compra, perfeccionamos campañas basadas en customer journeys y anticipamos necesidades. Ganamos personalización y mejoramos rendimiento."
Belén Pérez Benavente

Customer Knowledge Manager at Norauto

"Dimos un salto en análisis y segmentación de clientes. Diseñamos campañas de CRM más precisas basadas en comportamiento de compra, optimizando resultados y aportando valor real."
Manuel Caamaño De Melo

Data Scientist at Norauto

"Nuestra biblioteca digital es más intuitiva y eficiente. Los usuarios acceden a contenido jurídico con rapidez inigualable. Transformamos cómo interactúan con recursos legales de forma natural."
Òscar Gallud

CEO at Atelier Libros

Stop missing forecasts. Start predicting revenue with scientific precision.

While competitors guess their way through quarterly planning, SF delivers 95% accurate predictions that transform decision-making. Deploy SF and never miss a forecast again.

95%+ forecast accuracy guaranteed
Real-time pipeline health monitoring
Dedicated forecasting specialist included

Connects with everything you already use

Your tech stack stays intact. We just make it intelligent. Connect anything—from that Excel file accounting still loves to your latest microservices. Integration in hours, not sprints.

Native Real-time

eCommerce platforms

Native connectors for PrestaShop and Shopify. JavaScript SDK for custom storefronts. REST API for Magento, WooCommerce, VTEX. Real-time inventory sync.

Native AI-Powered

CRM and automation systems

Native integration with Salesforce, Klaviyo, HubSpot. AI-powered segmentation and personalization. Automate campaigns using unified customer data. Transparent, no-code activation.

Enterprise Omnichannel

ERP solutions

Unify physical stores with online channels. Loyalty programs, POS systems, inventory management. SAP, Oracle, Microsoft Dynamics ready. Omnichannel truth.

Cloud Streaming

Data infrastructure

Connect your existing data lake: Snowflake, BigQuery, Redshift, Databricks. Add AI layer without migration. Keep your architecture, gain intelligence.

Multi-channel Automated

Marketing tools

Activate AI predictions in Mailchimp, Brevo, ActiveCampaign. Push segments to Google Ads, Meta. Your channels stay, intelligence multiplies everywhere.

Universal Legacy Support

Any format

That Excel from accounting? Those CSVs from 2015? JSON exports? We ingest everything. Automated validation, no manual transformation needed.

sFTP
CSV
XLS
JSON
XML
REST GraphQL Webhooks

RESTful API

Full REST API with GraphQL support. Webhooks for real-time events. Rate limits that scale with your needs. Enterprise-grade security.

API Example
// API Example
URL: https://api.pleasepoint.com/api/onetoone/recommendation/getRecommendation
PARAMETERS:
{
    "account_id":"XXXXXXXXXX",
    "ssid":"XXXXXXXXXXXXXXXXXXXXXXXXXXXXXX",
    "deploy_slug": "itemitem-v4_deploy",
    "model_type": "item-item",
    "product_reference_id": "0904219.66",
    "user_reference_id": "4000140388",
    "num_items": 3 ,
    "rule_slug": "pdp-item-recommendations"
}

RESPONSE:
{
    "status": "ok",
    "data": [
        {
            "reference_id": 1357816.84,
            "name": "Los Compas perdidos en el espacio",
            "price": "€ 19.90",
            "url": "https://www.url.com/9788427048348/1357816.84.html",
            "image_url": "https://www.url.com/dw/image/2b7c8379/images/large/1357816.84.jpg",
            "recommendationId": "RID-f5-45d4-99e8-3c7b1ad35de4-CID-49a0f9"
        },
        {
            "reference_id": 1299455.03,
            "name": "El corazón del pirata",
            "price": "€ 18.90",
            "url": "https://www.url.com/9788414023488/1299455.03.html",
            "image_url": "https://www.url.com/dw/image/35cfc573/images/large/1299455.03.jpg",
            "recommendationId": "RID-f5-45d4-99e8-3c7b1ad35de4-CID-49a0f9"
        },
        {
            "reference_id": 1336752.48,
            "name": "Las Ratitas 2. Súper Alma en acción",
            "price": "€ 14.95",
            "url": "https://www.url.com/9788408227977/1336752.48.html",
            "image_url": "https://www.url.com/dw/image/1a6d0de/images/large/1336752.48.jpg",
            "recommendationId": "RID-f5-45d4-99e8-3c7b1ad35de4-CID-49a0f9"
        }
    ]
}
JavaScript Python PHP

Native SDKs

Drop-in SDKs for all major languages. One-line integration for JavaScript. Server-side libraries for Python, PHP, Java, Ruby, Go.

SDK Example
// Python SDK - Usage examples with AIstudio:
from pleasepoint_py import AIStudio
studio = AIStudio()
studio.platform.API_NAME.API_NAMESPACE.METHOD(**arguments)

studio.platform.genai.salesAgent.invokeSalesAgent(session_id=ID, user_reference_id=ID, user_prompt=prompt_msg)

Questions every team asks before implementation

Real answers from hundreds of deployments. Clear answers about architecture, implementation, and capabilities. For technical teams and business leaders.

7 days to first production use case. Day 1-2: Connect your data sources (API/sFTP). Day 3-4: Platform auto-builds ETL pipelines adapted to your data model. Day 5-6: Configure and train AI models with one-click. Day 7: Deploy via API/SDK or native connectors. No hidden complexity.

Perfect. Connect it directly via SQL/NoSQL connectors. Pleasepoint acts as your AI layer on top, not a replacement. Keep Snowflake, BigQuery, or whatever you use. We read from it, enrich it with AI predictions, and write back. Your data stays where it is.

Yes. AI Studio provides full Jupyter environment with Python ML libraries and Pleasepoint SDK. Direct access to all platform data. Connect any LLM (GPT-4, Claude, Llama). Deploy custom notebooks on schedule. Your team owns the innovation.

Your data never leaves your infrastructure if self-hosted. Cloud version runs on AWS with SOC2, GDPR compliance. Data encrypted at rest and transit. Role-based access control. Full audit logs. You maintain complete ownership and control.

Auto-scaling on AWS. Handles 10K+ predictions/second. Parallel processing for batch jobs. Real-time APIs with <100ms latency. From startup to enterprise load without architecture changes. Pay only for what you use.

Every model is configurable. Adjust parameters, retrain with your data, combine multiple models. Visual configuration for business users, code access for data scientists. Pre-built doesn't mean locked-in.

Start with a single use case. 7-day implementation, monthly billing. Most clients expand to multiple use cases within 60 days after seeing the ROI. No need for annual contracts upfront. Pay as you grow. Cancel anytime with 30 days notice.

Those are ML platforms. Pleasepoint is a business capability platform. We already built the ETL pipelines, feature engineering, model training, deployment orchestration. You configure use cases, not infrastructure. Months of development already done.

Our platform analyzes your data schema and automatically creates optimized pipelines. It detects data types, relationships, and patterns to build feature engineering specifically for ML models. Updates to your schema trigger automatic pipeline adjustments.

Yes. AI Studio provides full Jupyter environment with direct data access. Train any model using TensorFlow, PyTorch, or scikit-learn. Deploy custom models alongside our pre-built ones. Full Python ecosystem available.

Self-hosted option keeps all data on-premise. Cloud version offers region selection (US, EU, APAC). GDPR and SOC2 compliant. Encryption at rest and in transit. Full audit logs available.

Automatic monitoring of prediction accuracy. Alert system for performance degradation. One-click retraining with fresh data. A/B testing for model updates. Full versioning and rollback capabilities.

Cloud: None, we handle everything. Self-hosted: Kubernetes cluster (min 3 nodes), 32GB RAM per node, 500GB SSD storage. Scales horizontally based on load.

Cloud: Based on predictions/month and data volume. Self-hosted: Annual license by company size. No per-user fees. No hidden costs for additional models or connectors.

Multi-AZ deployment by default. Automatic failover in <30 seconds. Data replication across regions. Backup every 6 hours. Point-in-time recovery available.

Default: 10,000 requests/second. Burstable to 50,000/second. No hard limits on batch processing. Custom limits available for enterprise.

Built on AWS. Validated by AWS.

ISV-Accelerate Partner with AI/ML and Retail competencies. The infrastructure you trust, the innovation you need.

AI/ML Competency
Validated expertise in machine learning and generative AI solutions
Retail Competency
Proven results in eCommerce and retail digital transformation
ISV-Accelerate
Technical validation passed. Co-selling enabled. Your success guaranteed.

Your competitors are already 6 months ahead, catch up in 48 hours

While they built custom solutions for months, you can have AI in production this week. No more falling behind. Choose your path: explore the tech or jump straight to a PoC with your real data.

Technical architecture walkthrough
Engineering team support included