Explica Inc.
Explica provides Oxygen, a cloud-native dynamic simulation platform that combines probabilistic simulation, machine learning, and AI-driven decision support to help critical industries like mining, retail, and transportation optimize financial strategies and resource allocation. The platform builds a high-fidelity digital twin of an operation from client data in about two weeks and runs 1,000 scenario replications in seconds, delivering traceable reasoning and confidence intervals for peak-demand planning.
- Data & Analytics
- Artificial Intelligence
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Critical industries such as mining, retail, and transportation face significant operational variability and uncertainty, making it difficult to confidently answer questions like "Can we still hit plan through peak demand?" Traditional planning tools rely on static models or guesswork, leaving decision-makers without reliable, traceable evidence for resource allocation and financial strategy under changing conditions.
Solution
Explica provides Oxygen, a cloud-native dynamic simulation platform that merges probabilistic simulation, machine learning, and AI-driven decision support to replace guesswork with precision. The platform builds a high-fidelity digital twin of an operation from a client's data in about two weeks, covering site properties, equipment, materials, and planning data. Users can ask questions in natural language, and Oxygen runs 1,000 scenario replications in seconds, delivering outcomes with confidence intervals, probabilities of hitting targets, and full traceability of assumptions and data lineage. The platform unites three simulation types—discrete event, agent-based, and system dynamics—to model operations from live dispatch to forty-year plans, with deployment options spanning cloud, private cloud, and on-premises/air-gapped environments.
Target Audience
Primary customers are critical industries—mining, retail, and transportation—that need to manage operational variability and optimize resource allocation, including operations managers, planners, and financial strategists who require evidence-based decision support for peak-demand scenarios.
Features
- High-fidelity digital twin built from client operating data in approximately two weeks, covering site properties, equipment roster, material flows, and planning schedules
- Natural-language query interface that composes scenarios and runs 1,000 replications in under 3 seconds (450 reps/sec)
- Three integrated simulation engines: Discrete Event Simulation (DES), Agent-Based Simulation (ABS), and System Dynamics Simulation (SDS) on one platform
- Transparent outputs with visible reasoning, traceable figures, 95% confidence intervals, and probability-of-target metrics (e.g., 78% chance of hitting target)
- Full data lineage attached to every run, including declared assumptions, cited sources, and reproducible run IDs
- Flexible deployment: Explica-managed cloud with ISO/IEC 27001:2022 alignment, private cloud in customer VPC, or fully air-gapped on-premises operation
- Role-based access control, SSO, and audit logging across all deployment modes