Business Intelligence
We design and build integrated intelligence systems that transform data into operational advantage. Not dashboards that report history—systems that automate decisions.
The Foundation We Build On
Our team has collectively delivered enterprise intelligence projects before founding this practice. We're now focusing exclusively on building complete intelligence systems—the full architecture that connects prediction to operation.
Recent Project Implementation
Operational intelligence systems we've architected for complex environments.
Monitoring ESP (oil & gas) Dashboard
Live production tracking across 18 wells with predictive failure alerts. Displays real-time pressure, flow rates, and equipment health status. Automates maintenance scheduling when AI models detect anomaly patterns.
Focus: #ThresholdAlerts #AutomatedWorkOrders #MaintenanceTriggers #ShutdownPrevention #EarlyWarningSystems #ProactiveIntervention
Revenue and Task Tracking Dashboard
Consolidates project financials, billable hours, and resource allocation in real-time. Automatically flags budget overruns and tracks milestone completion against timelines. Provides instant profitability analysis per client, project, and team member.
Focus: #ProjectProfitability #BudgetTracking #ResourceUtilization #ClientBilling #MilestoneManagement #OverrunPrevention
Supply Chain & Logistics Dashboard
Monitors real-time global shipment locations, port congestion, and customs clearance status. Predicts delays by analyzing weather patterns, traffic data, and geopolitical events. Automatically triggers rerouting protocols and expedited processing when thresholds are breached.
Focus: #ShipmentVisibility #DelayPrediction #PortCongestion #CustomsClearance #LogisticsAutomation #SupplyChainRisk
Why Most Analytics Projects Fail
We've seen the patterns and built our methodology to address them directly.
Isolated Models
Beautiful algorithms disconnected from business workflows. Intelligence that doesn't connect to operations.
Dashboard-Centric Design
Interfaces that display but don't act. Metrics without mechanisms for response.
Integration Debt
Intelligence that lives in a separate system. Data silos that prevent automated action.
Operational Misalignment
Solutions that don't match actual decision processes. Technology built without understanding workflows.
Our Approach: The Complete System
We build three interconnected layers that work together.
The Prediction Layer
Custom models trained on your specific data and constraints. We focus on forecasting actionable events—not just reporting historical patterns.
Capabilities:
• Time-series forecasting
• Anomaly detection
• Behavior prediction
• Risk modeling
The Interface Layer
Command centers designed for decision-making. Every visualization has a purpose; every alert connects to an action.
Components:
• Real-time dashboards
• Automated alert systems
• Action recommendation engines
• Executive command views
The Integration Layer
Direct connections to your operational systems. Intelligence should trigger workflows, not just inform them.
Features:
• API-based system connections
• Workflow automation
• Legacy system integration
• Real-time data synchronization
How We Work With You
A structured approach focused on understanding your needs first.
Discovery & Design
We start by understanding your most critical business decisions, existing data sources, current operational workflows, and integration points.
Deliverable: Technical specification and implementation plan.
Component Development
We build one fully functional piece: a working predictive model connected to your actual data with a basic interface that triggers automated action.
Purpose: Prove the approach works with your systems and data.
Full Implementation
Complete system build with all agreed-upon models and interfaces, full operational integration, team training, and performance monitoring.
Outcome: Production-ready intelligence system.
Our Technology Approach
We select technology based on fit, not fashion.
Machine Learning
Custom algorithm development with enterprise-grade tooling.
- Python, TensorFlow, PyTorch
- Custom model development
- Predictive algorithm engineering
- Natural language processing
Data Engineering
Scalable infrastructure for real-time and batch processing.
- AWS, Azure cloud infrastructure
- Apache Spark, Kafka
- Real-time data streams
- Legacy system integration
Interface Development
Modern, responsive command centers.
- React, D3.js dashboards
- Real-time WebSocket connections
- Executive command centers
- Mobile-responsive design
System Demonstration
Example of a predictive command interface for supply chain optimization.
Questions We Anticipate
Transparent answers to common concerns.
"Haven't you done this before as a team?"
Yes—collectively we've delivered over 70 enterprise intelligence projects. We're now focusing exclusively on this work as a dedicated practice.
"What if it doesn't work?"
Our phased approach minimizes risk. The proof of concept either demonstrates value or provides clear learnings before larger investment.
"How do we know you can deliver?"
We'll show you working code within weeks, not months. Our technical depth comes from years at leading technology and financial firms.
"What about ongoing support?"
We include post-implementation support and offer ongoing maintenance. We ensure the system continues to deliver value.
Start with a Technical Conversation
60-90 minutes with our lead architects to discuss your current analytics challenges, potential starting points, and technical feasibility.
Schedule Technical AssessmentOr email us directly: architects@jestagroup.com