Customer Relationship Management with TuskLang Python SDK

Overview

TuskLang's Python SDK provides revolutionary customer relationship management capabilities that enable seamless customer data management, analytics, and relationship optimization. From basic contact management to advanced customer intelligence, TuskLang makes CRM accessible, powerful, and production-ready.

Installation & Setup

Core CRM Dependencies

Install TuskLang Python SDK with CRM extensions
pip install tuskcrm[full]
Or install specific CRM components
pip install tuskcrm[contacts]     # Contact management
pip install tuskcrm[sales]        # Sales automation
pip install tuskcrm[marketing]    # Marketing automation
pip install tuskcrm[analytics]    # Customer analytics

Environment Configuration

peanu.tsk configuration for CRM workloads
crm_config = {
    "customer_data": {
        "storage": "tuskdb",
        "encryption": "aes256",
        "backup_enabled": true,
        "data_retention": "7_years"
    },
    "automation": {
        "sales_automation": true,
        "marketing_automation": true,
        "customer_service": true,
        "lead_scoring": true
    },
    "analytics": {
        "customer_analytics": true,
        "predictive_modeling": true,
        "churn_prediction": true,
        "lifetime_value": true
    },
    "fujsen_integration": {
        "enable_intelligence": true,
        "customer_intelligence": true,
        "relationship_optimization": true
    }
}

Basic CRM Operations

Contact Management

from tuskcrm import ContactManager, CustomerDatabase
from tuskcrm.fujsen import @create_contact, @manage_customers
Contact manager
contact_manager = ContactManager()
@new_contact = contact_manager.create_contact(
    first_name="@customer_first_name",
    last_name="@customer_last_name",
    email="@customer_email",
    phone="@customer_phone"
)
FUJSEN contact creation
@customer_contact = @create_contact(
    contact_data="@contact_information",
    source="@lead_source",
    tags=["@customer_tags"]
)
Customer database
customer_db = CustomerDatabase()
@customer_record = customer_db.add_customer(
    contact="@new_contact",
    company="@company_information",
    preferences="@customer_preferences"
)
FUJSEN customer management
@managed_customers = @manage_customers(
    customers="@customer_list",
    management_type="comprehensive",
    data_enrichment=True
)

Lead Management

from tuskcrm.leads import LeadManager, LeadScoring
from tuskcrm.fujsen import @create_lead, @score_leads
Lead manager
lead_manager = LeadManager()
@new_lead = lead_manager.create_lead(
    contact="@contact_information",
    source="@lead_source",
    interest="@product_interest"
)
FUJSEN lead creation
@qualified_lead = @create_lead(
    lead_data="@lead_information",
    qualification_criteria="@qualification_rules",
    priority="high"
)
Lead scoring
lead_scoring = LeadScoring()
@lead_score = lead_scoring.score_lead(
    lead="@new_lead",
    criteria=["@engagement_score", "@fit_score", "@intent_score"]
)
FUJSEN lead scoring
@scored_leads = @score_leads(
    leads="@lead_list",
    scoring_model="@lead_scoring_model",
    threshold=0.7
)

Advanced CRM Features

Sales Automation

from tuskcrm.sales import SalesAutomation, PipelineManager
from tuskcrm.fujsen import @automate_sales, @manage_pipeline
Sales automation
sales_automation = SalesAutomation()
@automated_sales = sales_automation.automate_process(
    leads="@qualified_leads",
    pipeline="@sales_pipeline",
    automation_rules="@sales_rules"
)
FUJSEN sales automation
@sales_process = @automate_sales(
    sales_data="@sales_data",
    automation_level="advanced",
    follow_up_scheduling=True
)
Pipeline management
pipeline_manager = PipelineManager()
@sales_pipeline = pipeline_manager.manage_pipeline(
    stages=["@prospecting", "@qualification", "@proposal", "@negotiation", "@closing"],
    deals="@active_deals"
)
FUJSEN pipeline management
@managed_pipeline = @manage_pipeline(
    pipeline="@sales_pipeline",
    deals="@deal_list",
    forecasting=True
)

Marketing Automation

from tuskcrm.marketing import MarketingAutomation, CampaignManager
from tuskcrm.fujsen import @automate_marketing, @manage_campaigns
Marketing automation
marketing_automation = MarketingAutomation()
@automated_marketing = marketing_automation.automate_campaigns(
    customers="@customer_segments",
    campaigns="@marketing_campaigns",
    triggers="@marketing_triggers"
)
FUJSEN marketing automation
@marketing_process = @automate_marketing(
    marketing_data="@marketing_data",
    automation_type="multi_channel",
    personalization=True
)
Campaign manager
campaign_manager = CampaignManager()
@marketing_campaign = campaign_manager.create_campaign(
    name="@campaign_name",
    target_audience="@target_segment",
    channels=["@email", "@social", "@sms"]
)
FUJSEN campaign management
@managed_campaigns = @manage_campaigns(
    campaigns="@campaign_list",
    performance_tracking=True,
    optimization=True
)

Customer Service

from tuskcrm.service import CustomerService, TicketManager
from tuskcrm.fujsen import @manage_service, @handle_tickets
Customer service
customer_service = CustomerService()
@service_request = customer_service.create_ticket(
    customer="@customer_contact",
    issue="@service_issue",
    priority="@issue_priority"
)
FUJSEN service management
@service_management = @manage_service(
    service_data="@service_requests",
    automation_level="intelligent",
    escalation_rules="@escalation_policies"
)
Ticket manager
ticket_manager = TicketManager()
@ticket_system = ticket_manager.manage_tickets(
    tickets="@active_tickets",
    agents="@service_agents",
    sla_policies="@sla_rules"
)
FUJSEN ticket handling
@ticket_handling = @handle_tickets(
    tickets="@service_tickets",
    handling_type="automated",
    resolution_tracking=True
)

Customer Analytics

Customer Intelligence

from tuskcrm.analytics import CustomerAnalytics, IntelligenceEngine
from tuskcrm.fujsen import @analyze_customers, @generate_intelligence
Customer analytics
customer_analytics = CustomerAnalytics()
@customer_insights = customer_analytics.analyze_customers(
    customers="@customer_data",
    metrics=["@engagement_metrics", "@purchase_metrics", "@satisfaction_metrics"]
)
FUJSEN customer analysis
@customer_analysis = @analyze_customers(
    customer_data="@customer_database",
    analysis_types=["@behavior_analysis", "@preference_analysis", "@value_analysis"],
    time_period="monthly"
)
Intelligence engine
intelligence_engine = IntelligenceEngine()
@customer_intelligence = intelligence_engine.generate_intelligence(
    data="@customer_insights",
    intelligence_types=["@predictive_insights", "@recommendations", "@opportunities"]
)
FUJSEN intelligence generation
@intelligence_report = @generate_intelligence(
    customer_data="@customer_data",
    intelligence_level="advanced",
    actionable_insights=True
)

Predictive Analytics

from tuskcrm.predictive import PredictiveCRM, ChurnPrediction
from tuskcrm.fujsen import @predict_behavior, @forecast_churn
Predictive CRM
predictive_crm = PredictiveCRM()
@behavior_prediction = predictive_crm.predict_behavior(
    customers="@customer_data",
    prediction_types=["@purchase_prediction", "@churn_prediction", "@lifetime_value"]
)
FUJSEN behavior prediction
@predicted_behavior = @predict_behavior(
    customer_data="@customer_history",
    prediction_models=["@purchase_model", "@engagement_model"],
    confidence_threshold=0.8
)
Churn prediction
churn_prediction = ChurnPrediction()
@churn_risk = churn_prediction.predict_churn(
    customers="@customer_list",
    risk_factors=["@engagement_decline", "@support_issues", "@price_sensitivity"]
)
FUJSEN churn forecasting
@churn_forecast = @forecast_churn(
    customer_data="@customer_behavior",
    churn_model="@churn_prediction_model",
    intervention_recommendations=True
)

Customer Relationship Optimization

Relationship Scoring

from tuskcrm.relationships import RelationshipManager, LoyaltyProgram
from tuskcrm.fujsen import @score_relationships, @manage_loyalty
Relationship manager
relationship_manager = RelationshipManager()
@relationship_score = relationship_manager.score_relationship(
    customer="@customer_contact",
    factors=["@engagement_level", "@purchase_history", "@satisfaction_score"]
)
FUJSEN relationship scoring
@scored_relationships = @score_relationships(
    customers="@customer_list",
    scoring_model="@relationship_scoring_model",
    relationship_types=["@advocate", "@loyal", "@at_risk", "@churned"]
)
Loyalty program
loyalty_program = LoyaltyProgram()
@loyalty_status = loyalty_program.manage_loyalty(
    customers="@customer_list",
    rewards="@loyalty_rewards",
    tiers="@loyalty_tiers"
)
FUJSEN loyalty management
@managed_loyalty = @manage_loyalty(
    loyalty_data="@loyalty_program_data",
    automation_type="intelligent",
    personalization=True
)

Customer Journey Mapping

from tuskcrm.journey import JourneyMapper, TouchpointManager
from tuskcrm.fujsen import @map_journey, @manage_touchpoints
Journey mapper
journey_mapper = JourneyMapper()
@customer_journey = journey_mapper.map_journey(
    customer="@customer_contact",
    touchpoints=["@awareness", "@consideration", "@purchase", "@retention"]
)
FUJSEN journey mapping
@mapped_journey = @map_journey(
    customer_data="@customer_interactions",
    journey_stages="@journey_stages",
    optimization_opportunities=True
)
Touchpoint manager
touchpoint_manager = TouchpointManager()
@touchpoint_optimization = touchpoint_manager.optimize_touchpoints(
    journey="@customer_journey",
    channels=["@email", "@social", "@web", "@mobile"],
    personalization=True
)
FUJSEN touchpoint management
@managed_touchpoints = @manage_touchpoints(
    touchpoints="@customer_touchpoints",
    optimization_type="intelligent",
    performance_tracking=True
)

CRM with TuskLang Ecosystem

Integration with TuskDB

from tuskcrm.storage import TuskDBStorage
from tuskcrm.fujsen import @store_crm_data, @load_customer_data
Store CRM data in TuskDB
@crm_storage = TuskDBStorage(
    database="customer_relationship_management",
    collection="customer_data"
)
@store_customer = @store_crm_data(
    customer_data="@customer_information",
    metadata={
        "source": "@data_source",
        "timestamp": "@timestamp",
        "data_quality": "@quality_score"
    }
)
Load customer data
@customer_data = @load_customer_data(
    customer_ids="@customer_list",
    data_types=["@contact_info", "@interaction_history", "@preferences"]
)

CRM with FUJSEN Intelligence

from tuskcrm.fujsen import @crm_intelligence, @smart_customer_management
FUJSEN-powered CRM intelligence
@intelligent_crm = @crm_intelligence(
    customer_data="@customer_database",
    intelligence_level="advanced",
    include_recommendations=True
)
Smart customer management
@smart_management = @smart_customer_management(
    customers="@customer_list",
    management_type="intelligent",
    automation_level="high"
)

Best Practices

Data Quality & Privacy

from tuskcrm.quality import CRMQualityManager
from tuskcrm.fujsen import @ensure_crm_quality, @protect_customer_privacy
CRM quality assurance
@quality_assurance = @ensure_crm_quality(
    customer_data="@crm_data",
    quality_metrics=["@accuracy", "@completeness", "@consistency"],
    data_cleansing=True
)
Customer privacy protection
@privacy_protection = @protect_customer_privacy(
    customer_data="@sensitive_data",
    privacy_policies="@gdpr_compliance",
    data_anonymization=True
)

Performance Optimization

from tuskcrm.optimization import CRMOptimizer
from tuskcrm.fujsen import @optimize_crm, @scale_crm_system
CRM optimization
@optimization = @optimize_crm(
    crm_system="@crm_platform",
    optimization_types=["@performance", "@scalability", "@user_experience"]
)
CRM system scaling
@scaling = @scale_crm_system(
    crm_system="@crm_platform",
    scaling_strategy="auto",
    load_balancing="intelligent"
)

Example: Complete CRM System

Complete customer relationship management system
from tuskcrm import *
Create and manage customer contacts
@customer_contacts = @create_contact(
    contact_data="@lead_information",
    source="@lead_source"
)
@managed_customers = @manage_customers(
    customers="@customer_contacts",
    management_type="comprehensive"
)
Set up sales automation
@sales_automation = @automate_sales(
    sales_data="@sales_pipeline",
    automation_level="advanced"
)
Implement marketing automation
@marketing_automation = @automate_marketing(
    marketing_data="@customer_segments",
    automation_type="multi_channel"
)
Analyze customer behavior
@customer_analysis = @analyze_customers(
    customer_data="@customer_database",
    analysis_types=["@behavior_analysis", "@value_analysis"]
)
Predict customer behavior
@behavior_prediction = @predict_behavior(
    customer_data="@customer_history",
    prediction_models=["@purchase_model", "@churn_model"]
)
Optimize customer relationships
@relationship_optimization = @score_relationships(
    customers="@customer_list",
    scoring_model="@relationship_model"
)
Store results in TuskDB
@stored_crm_data = @store_crm_data(
    customer_data="@crm_analytics",
    database="customer_relationship_management"
)

Conclusion

TuskLang's Python SDK provides a comprehensive customer relationship management ecosystem that enables seamless customer data management, analytics, and relationship optimization. From basic contact management to advanced customer intelligence, TuskLang makes CRM accessible, powerful, and production-ready.

The integration with TuskDB, FUJSEN intelligence, and the broader TuskLang ecosystem creates a unique CRM platform that scales from simple contact management to complex customer intelligence systems. Whether you're building sales automation, marketing campaigns, or customer analytics, TuskLang provides the tools and infrastructure you need to succeed.

Embrace the future of customer relationship management with TuskLang - where customer relationships meet revolutionary technology.