Identify & Conquer the Corporate World with the "Prospecting's Holy Grail"
An AI-powered prospect finder and lead generator using predictive algorithms, relationship intelligence, and 290 million U.S. consumer profiles.
Industry
IT / Data Intelligence
Service
AI Platform Development
Technologies
Scale
290M+ Profiles
The Challenge
Big and small businesses pay huge amounts to service providers to get usable data that can generate leads, thereby increasing profit margin, net worth and their lifestyle. They also employ enough staff for cold calling, B2B sales, email marketing, etc.
Imagine an employee handles 500 or more calls a day, with the provided data, only to get 10, 20, or if you are lucky, 35 leads. Among these 35 leads, only 10 or 15 might be prospective clients. Finally, a sale will happen with 5 or so of them. This is an everyday scenario in any telecalling establishment or a sales/marketing team.
People data is one of the most expensive data today. A top service provider in the U.S. came up with a solution that works for all. With the help of a driven team, they developed predictive algorithms and AI to create a comprehensive super data. With 290 million U.S. consumer and professional profiles, this data and relationship intelligence business remains a force to be reckoned with — a life source of energy for businesses around the globe.
AI Capabilities
Predictive Lead Scoring
ML-based autoscore logic ranks prospects by conversion probability
Relationship Intelligence
AI maps connections and identifies super-connectors for network expansion
NLP-powered Data Enrichment
Natural language processing enriches profiles from public and proprietary sources
Geo-Intelligence
Mapbox-powered location analytics down to street level
The Process
Their motto: work smarter, not harder. With detailed data of millions of profiles, attributes and filters that one can apply as per their needs, tracking of events, the option to import your own connections — you have a veritable powerhouse in your palm.
Key Features
- I.Smart Filtering — Matches attributes you've selected against millions of profiles using AI-driven relevance scoring
- II.Map Section — Narrows down all the way to streets and alleys with a detail-oriented summarized view. Works like Google Maps with geo-intelligence.
- III.Relationship Finder — An Opportunities section where all top-ranked prospects are available, regularly updated and scored via autoscore basis.
- IV.Super Connectors — AI identifies the most compatible matches that can substantially provide numerous prospective leads in one go.
To avoid context-switching when using other sources (like LinkedIn), Cloudium improvised on the client's idea of a chrome extension. Named "Sidecar" — the concept being it stays with you all along your journey, delivering significant information for immediate understanding.
Application & Tech Stack
Accessible as a web app, mobile app (iOS & Android), and Chrome extension. The full tech stack includes:
API
Python, Django REST
Database
PostgreSQL, Elasticsearch, DynamoDB
Cloud & Storage
AWS S3, SQS, SNS, CloudWatch
Queue & Jobs
Celery, cron
Frontend
ReactJS, MobX, Ant Design
Auth & Billing
Auth0, Recurly
Visualization
Chart.js, Mapbox
CRM Integrations
Salesforce, HubSpot, Pipedrive
How AI Powers the Platform
The platform leverages multiple AI/ML layers to transform raw data into actionable business intelligence.
Predictive Algorithms
Custom ML models trained on historical conversion data to predict lead quality and rank prospects by likelihood of conversion.
Network Graph Analysis
Graph neural networks map 290M+ profiles to identify super-connectors — individuals whose networks yield the highest-value introductions.
NLP Data Enrichment
Natural language processing scans public sources, social profiles, and proprietary feeds to continuously enrich and validate contact data.
Elasticsearch + AI Indexing
Intelligent full-text search across 290M records with AI-boosted ranking and real-time filter matching for sub-second results.
Geospatial Intelligence
Mapbox integration with AI-driven geospatial clustering to visualize prospect density and optimize territory planning.
CRM AI Sync
Intelligent bi-directional sync with Salesforce, HubSpot, and Pipedrive — auto-enriching CRM records with AI-scored insights.
The Outcome
Cloudium played a significant role in the success of this top data and relationship intelligence business in the U.S. Below are the major areas we handled alongside our client:
- Private Contact Import — Clients can import contacts available only to their private view and team members, stored in Elastic and Postgres.
- Data Consolidation — Increased productivity and efficiency, making data management information available quickly.
- Data Extraction — Reduces marketing spend, saves time and resources, while delivering the valuable data needed to plan ahead.
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