Technical

Overview

Built for Scalable AI Execution—from Ingestion to Agentic Autonomy

INTELLIGENT CORE™ powers real-time water operations through a modular architecture designed for field-ready AI execution. From raw ingestion through agentic workflows, our system stack enables predictive insights and fully autonomous operations—without disrupting existing systems.

Our proprietary orchestration layer, the Model Context Protocol (MCP), governs all AI models and workflows, ensuring safety, scalability, and operational cohesion.

The 5-Layer Technical Stack

Scalable, Secure, and Seamlessly Deployable—Every Layer, Optimized for Performance

1. Data Ingestion Layer

  • Secure, flexible intake from IoT, SCADA, PLCs, and third-party feeds

  • Supports structured, unstructured, and synthetic data formats

  • Edge-ready for low-latency pre-processing

2. CORE™ Data Lake

  • Unified, encrypted data hub for standardization and normalization

  • Real-time data access and persistent traceability

  • Scalable for cross-asset and multi-party operations

3. Modular AI Stack

  • Predictive and agentic models operate in parallel

  • Configurable for supervised or autonomous decision-making

  • Built for low-latency edge and high-throughput cloud environments

4. Model Context Protocol (MCP)

  • Governs orchestration of predictive, generative, and agentic models

  • Built-in escalation logic, safety rules, and fallback protocols

  • Enables human-in-the-loop or fully autonomous execution

5. Interaction Layer

  • Unified field-ready interface (voice, chat, dashboard)

  • No AI expertise required—intuitive workflows for operations teams

  • Adaptive for both central control and field operations

Performance Metrics

Real-World Results from INTELLIGENT CORE™ Deployments

  • 50% Faster Manual Workflows – Real-time insights empower faster action with full oversight

  • 100% Faster Automated Execution – Intelligent automation eliminates delays in routine operations

  • 30–40% Cost Reductions – Efficiency in water use, asset uptime, and maintenance cycles

  • Full Chain-of-Custody Visibility – Across field ops, partners, and infrastructure systems

Developer & Integration Experience

Built for Deployment at Speed—Customizable, Flexible, and Ecosystem-Ready

INTELLIGENT CORE™ is designed with developers and system integrators in mind. Our modular architecture and open interaction layer allow for seamless integration into existing systems—without disruption.

Options Include:

  • API-based model integration

  • Custom pipeline orchestration (ICM)

  • Real-time observability into AI outputs

  • Sandbox tools for tuning and testing models

  • White-labeling options available

Where It Works

Industry Applications Across Operations

  • Oil & Gas / Produced Water:
    Leak detection, pump failure prediction, dispatch optimization, SCADA-agnostic AI layered across operators and service providers.

  • Energy Infrastructure:
    Demand forecasting, distributed asset optimization, AI-driven load management.

  • Industrial Water & Utilities:
    Anomaly detection, automated water quality assurance, and predictive resource planning.

Human-Centered by Design

Automation That Enhances—Not Replaces—Your Team

At every level, INTELLIGENT CORE™ is designed to augment—not replace—your workforce. Our MCP enables teams to tailor the level of autonomy, from manual to assisted to fully agentic workflows. This approach ensures that AI enhances operational efficiency while maintaining human oversight where it's most critical.

Security & Compliance

Enterprise-Grade Protection, Built Into Every Layer

  • End-to-End Encryption – TLS 1.3 and AES-256 for secure data in motion and at rest

  • Access Control – Role-based permissions with full audit trails

  • Regulatory Compliance – Aligned with NERC-CIP, ISO/IEC 27001, HIPAA (on request), and SOC 2 Type II (in progress)

Deployment Options

Modular. Scalable. Field-Ready.

  • Cloud – Scalable deployments, remote access, centralized training

  • On-Prem – For secure enterprise environments with sensitive infrastructure data

  • Edge – AI at the source—minimal latency, no dependency on cloud connectivity

See It In Action

Want to See INTELLIGENT CORE™ in Action?

Explore our platform demo or schedule a live walkthrough with our technical team.

Watch Demo | Book a Consultation

FAQs

    • While INTELLIGENT CORE™ is purpose-built to meet the complex needs of the oil and gas sector, our modular AI platform is trusted across additional industries including water infrastructure, manufacturing, telecommunications, smart cities, transportation and logistics, and advertising. Its adaptable architecture supports any organization seeking scalable automation, predictive insights, and AI-driven operational excellence.

  • The platform is built for interoperability. It integrates seamlessly with SCADA, IoT, PLCs, and legacy enterprise systems—minimizing disruption and preserving prior investments.

  • INTELLIGENT CORE™ deploys modularly—on-premises, in the cloud, or at the edge. This ensures it scales fluidly from pilot projects to enterprise-wide rollouts without vendor lock-in.

  • Unlike traditional platforms, INTELLIGENT CORE™ leverages agentic AI, enabling autonomous, context-aware decisioning. It also features human-centered automation, modular deployment, and an orchestration layer via the Model Context Protocol (MCP).

  • MCP governs how models—predictive, generative, or agentic—interact. It enforces escalation rules, safety protocols, and organizational context to ensure reliability and trust across operations.

  • Yes. Everything from AI model behavior to user interfaces can be tailored. The system is designed for industry-specific workflows and fully supports private or hybrid deployments.

  • You can deploy INTELLIGENT CORE™ via the cloud, on-premise, or hybrid models. It also supports edge AI capabilities for ultra-low latency performance in remote environments.

  • The platform includes encrypted pipelines, access controls, and audit trails. It supports regulatory frameworks such as SOC 2, ISO 27001, and GDPR.

  • Many clients begin seeing measurable improvements—such as reduced downtime or faster decisions—within weeks. Full ROI typically scales within a quarter depending on complexity.

  • It’s the first agentic AI platform designed for real-world operational use. With modular AI engines, predictive + autonomous execution, and human-in-the-loop optionality, it adapts to your organization’s needs—today and into the future.