Maintain Regulatory Certainty
Regulatory & Audit Agents
Track Global Compliance Mandates | Generate Verifiable Audit Trails | Automate Critical Documentation Submission | Custom Tasks | Advanced Reasoning and Recommendations
Focus on Asset Integrity, Not Paperwork
Asset & Operational Agents
Create Predictive Maintenance Schedules | Extract Asset Schematics & Certification Details | Benchmark Performance vs. Safety Thresholds | Custom Tasks | Advanced Reasoning and Recommendations
Build Real-Time Financial & Risk Models
Financial Risk & Reporting Agents
Generate Multi-Jurisdictional P&L Reports | Forecast Regulatory Impact Scenarios | Perform Capital Allocation Analysis for Mandatory Upgrades | Custom Tasks | Advanced Reasoning and Recommendations
Spend More Time on Strategy & Mitigation
Executive & Management Agents
Pinpoint Root Causes of Operational Failure | Model Investment ROI for Safety Technology | Identify Risk Exposure in Complex Supply Chains | Custom Tasks | Advanced Reasoning and Recommendations
Maximize Time, Minimize Licensing Headaches
Document & Certification Agents
Manage Crew Licenses & Certifications | Track Vessel/Asset Filings and Permits | Automate Renewal Payments and Alerts | Custom Tasks | Advanced Reasoning and Recommendations
Proactively Manage Risk—Skip the Uncertainty
Risk & Forecasting Agents
Reconcile Operational Risk Statements | Detect Anomaly & Failure Trends in Real-Time | Optimize Contingency Planning Strategies | Custom Tasks | Advanced Reasoning & Recommendations
Agents by Processes
Process-Driven Intelligence for High-Stakes Operations
Junipix maps Iris agents directly to your most critical workflows, transforming complex operational processes into auditable, insight-driven outputs that uphold safety and regulatory standards.
Core Processes Enabled by Iris
Production & Operations
Agents by Verticals
Domain-Specific Intelligence for Regulated Assets
Junipix engineers the digital backbone for mission-critical operations. Our platform utilizes domain-focused Iris agents that think, act, and collaborate with your teams—delivering scalable, verifiable, and compliance-driven intelligence across the world’s most demanding industries.
Maritime Operations
Global Fleet Compliance & Risk Modeling
Junipix ensures global fleet compliance and maximizes operational uptime. Iris agents automate dynamic route optimization, track complex IMO and flag state regulatory filings, and provide instant vessel integrity analysis—empowering shore teams to manage risk proactively instead of chasing paperwork across time zones.
Pipeline & Network Infrastructure
Asset Integrity Monitoring & Environmental Certainty
Junipix delivers predictive certainty for linear asset management. Our agents automate right-of-way monitoring, provide real-time pressure anomaly detection, and guarantee environmental reporting accuracy. Iris keeps a vigilant eye on asset integrity, ensuring every network segment remains compliant and safe against operational or external threats.
Aviation
Predictive Safety & Maintenance Reliability
Junipix elevates airworthiness and maintenance reliability. We streamline complex MRO (Maintenance, Repair, and Overhaul) scheduling, track individual component certification histories, and provide predictive failure analysis across entire fleets. Iris ensures your teams spend less time proving compliance and more time driving operational safety.
The Junipix AI Suite: Intelligence Always On
This suite leverages the power of domain-specific agents, enabling precise, auditable insights and automation across your most critical workflows.
Iris
Your AI super-agent that creates, manages, and collaborates with other agents to retrieve compliance-driven insights, automate workflows, and make intelligent, risk-mitigating decisions.
Super-agent —creates, connects, and collaborates with any agent.
AI Agents
Assign complex tasks or workflows to specialized domain-focused AI agents. Reduce days of work to minutes, ensuring audit-ready precision and freeing your expert teams to focus on strategy.
Assign tasks or workflows to specialized AI agents.
AI Analytics
Turn complex operational data into action instantly. Generate compliance dashboards, run predictive what-if scenarios (e.g., regulatory changes), perform sensitivity analyses on risk exposure, and receive real-time safety notifications.
Dashboards, What-Ifs, Sensitivity Analysis
AI Studio
Build custom AI agents for proprietary workflows using natural language. Collaborate with our expert engineers to design, manage, and optimize agentic workflows that provide granular control and verifiable outputs beyond traditional automation.
Build AI agents for your workflows using natural language.
The Foundation of Trust: Enterprise-Grade AI
Junipix is built on Microsoft Azure and powered by MangoBytes AI — delivering enterprise-grade security, scalability, and global compliance. This ensures our platform meets the stringent data governance and reliability requirements of highly regulated industries.
Through Azure AI Foundry, Junipix supports best-in-class large language models—including OpenAI, Gemini, Mistral, and Claude—while keeping customer data secure, isolated, and governed within Azure’s trusted infrastructure.
MangoBytes is a strategic Microsoft partner, providing the foundation for long-term reliability, performance, and scale.
- Built on Microsoft Azure for Verifiable Reliability and Global Compliance
- Integrated with Microsoft’s AI Ecosystem for secure, continuous innovation
- Designed to Scale with Microsoft’s global infrastructure to handle peak operational demands
- Supported by a Strategic Partnership ensuring long-term trust and platform continuity
Built To Integrate Seamlessly Into Your World








Data Governance & Integrity: Secure By Design
For highly regulated industries, data security and governance are non-negotiable. The Junipix/Iris platform is engineered from the ground up to uphold the strictest compliance standards and maintain absolute data integrity through comprehensive controls:
Case Studies
H-10 Form Filling Automated: From Manual Delays to Instant Accuracy
Transforming Energy Operations with AI-Driven Anomaly Detection
Texian Operating Company Case Study (Volume 1)
Frequently Asked Questions
Junipix is an Agentic AI solution designed to handle everything from complex asset analysis to large-scale regulatory reporting. Iris, your Super-Agent, automates critical workflows and delivers actionable insights for strategic decision-making in high-stakes environments.