Lead Intelligence & Qualification System

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Automatically enriches lead profiles by querying LinkedIn for professional information, credit bureaus for financial data, and CRM history for past customer interactions. Aggregates job title, company, connections, credit pre-qualification status, and customer relationship history into a unified lead profile.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Uses a logistic regression model trained on 50,000+ historical leads to calculate conversion probability. Evaluates 10+ weighted factors including budget alignment, response time, credit score, customer loyalty, website engagement, referral quality, timeline urgency, and decision authority. Assigns Hot/Warm/Cold tier classification with 95% confidence intervals.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Calculates FICO-like credit scores using a 5-factor model: payment history (35%), credit utilization (30%), history length (15%), credit mix (10%), and recent inquiries (10%). Computes probability of default, determines approved financing amount, recommends APR tiers, and identifies derogatory factors.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Implements collaborative filtering using cosine similarity to match customer preferences against vehicle inventory. Builds feature vectors for budget flexibility, eco-preference, size, luxury, performance, safety, and tech features. Returns ranked recommendations with match scores, boosting in-stock and preferred brand vehicles.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Searches inventory across all Nexgile-Kinetic dealership locations in real-time. Returns matching vehicles with VIN-level detail, location, year, price, days in inventory, and availability status. Identifies the optimal match and provides alternatives from other locations.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Optimizes pricing using inventory aging curves, condition adjustments, market demand elasticity, seasonal factors, and competitive positioning. Calculates MSRP, recommended price, discount percentage, gross profit margin, holding costs, and predicted days to sale. Provides price competitiveness assessment.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Computes complete financing packages using amortization formulas with French automotive specifics: 20% TVA, carte grise registration fees based on fiscal horsepower, and insurance estimates. Calculates monthly payments, total interest, LTV ratio, DTI ratio, and residual values for multiple term options (36/60/84 months).

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Routes leads to optimal sales specialists based on brand specialization, historical conversion rates, average cycle time, and current workload. Provides assignment reasoning and estimated contact time for immediate follow-up.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Analyzes regional demand patterns, price indices, and seasonal factors. Provides demand forecasts with confidence levels, identifies market insights (EV trends, government incentives, interest rates), and assesses competitor activity levels to inform pricing and positioning decisions.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Scans competitor pricing, inventory levels, and current promotions from Renault Retail Group, Stellantis dealers, and other major competitors. Calculates price positioning relative to market, identifies threat levels, and recommends counter-actions like matching promotions or offering service packages.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Checks spare parts availability across 39 dealership warehouses for matched vehicles. Reports availability percentages by category (brakes, filters, electrical, suspension, body parts), average delivery times, and service capacity at preferred dealers. Ensures warranty parts coverage is confirmed.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Estimates trade-in values using Argus data fused with current market conditions. Calculates low/mid/high valuation ranges, applies seasonal and condition adjustments, recommends offer price with profit margin analysis, and identifies quick-sale bonus opportunities.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Generates autonomous next-best-actions with prioritization (immediate/follow-up/engagement/nurture). Creates personalized communication templates for email, SMS, and WhatsApp with 88-94% personalization scores. Schedules follow-up cadences, determines conversion strategy (aggressive vs consultative), and provides risk mitigation recommendations.