Managed AI agent teams

Your AI workforce for critical infrastructure.

Zybron supplies specialized AI agent teams — backed by subject-matter experts — that help asset-intensive organizations across asset management, logistics, and engineering: managing reliability, maintenance, and integrity; planning movement and demand across networks and fleets; and bringing technical rigor to risk and operational decisions. A managed workforce model: the people you'd staff a team with, delivered as governed AI agents.

SME-backed delivery Human-in-the-loop Reviewable outputs
Zybron Chat Canvas · live
Folio North Field Integrity Program
Active
Which assets are most at risk before the Q3 shutdown?
Tzib · Reliability & Integrity Advisor
Scoring the fleet on condition, criticality, and inspection history — here's where I'd focus the window.
◣ Asset Risk Ranking Skill Card
7
High-risk assets
94%
Coverage
18d
To shutdown
Compressor C-204
Pump P-118
Exchanger E-32
Drafted by agent · reviewed by SME Human-in-the-loop
The model

Not another chatbot. A managed AI staffing model.

Others

A tool you operate

  • You buy software and figure out the rest
  • Generic answers, no domain accountability
  • Outputs you can't fully trust or audit
  • Your team absorbs the operating burden
Zybron

A team you deploy

  • Managed agent teams, staffed to your goals
  • Subject-matter experts standing behind the work
  • Reviewable, reproducible, governed outputs
  • Zybron runs the platform; you get decisions
One system, every altitude

A CEO tool and a Technician tool — running on the same truth.

The same agent that ranks risk for the field rolls that judgment up to the boardroom. No second system, no reconciliation, no version of reality that only one level can see.

Executive

Boardroom

Portfolio risk, safety posture, and spend — synthesized, current, and traceable to the source.

"Where is our integrity risk concentrated, and what is it costing us?"
Operations

The middle

Plans, priorities, and conformance — the layer that turns strategy into scheduled, accountable work.

"Which interventions clear the most risk inside this shutdown window?"
Field

The asset

The specific call on the specific asset — grounded in inspection history and standards, reviewable on the spot.

"What do I do with Compressor C-204 before Friday?"

One answer, told at three altitudes — fully integrated, top to bottom.

Agent teams

Not task bots. Decision intelligence with a role and accountability.

Each agent owns a real domain — grounded in your data, answerable to an expert, and able to speak to the board and the field with the same underlying truth.

Reliability & Integrity Advisor

Risk · Inspection

Ranks asset risk and tracks integrity programs, inspection intervals, and risk-based maintenance priorities.

Process Safety Advisor

Safety · HSE

Surfaces safety-critical conditions, tracks barriers and actions, and keeps process-safety risk visible before it escalates.

Management System Health

Conformance · Audit

Continuously checks management systems against standards and flags conformance gaps before the audit finds them.

Asset Management Advisor

Reliability · Lifecycle

Prioritizes interventions across the asset base and flags lifecycle risk before it compounds.

Knowledge Researcher

Retrieval · Synthesis

Finds, grounds, and cites the right source across your library, standards, and field history.

Logistics & Planning Analyst

Networks · Demand

Plans movement and demand across networks and fleets, with funder-ready analytics and reporting.

The platform

One experience layer. One control layer. Every agent runs on both.

Agents are the workforce. MIND and Cortex are the operating system that makes them dependable, governed, and accountable.

Zybron MIND

The experience layer

The conversational surface where people work with agents — chat that speaks, cards that show, and a canvas that keeps the work in front of you.

Natural-language tasking & follow-up
Dual-channel: chat narrates, Skill Cards render
Conversation memory & running focus
Zybron Cortex

The control layer

The knowledge, memory, permissions, analytics, and governance underneath — so every agent action is grounded, scoped, and reviewable.

Grounded knowledge & citations
Permissions, tenancy & access control
Analytics, audit trail & human review gates

Agents  ·  MIND experience  ·  Cortex control  ·  expert oversight

Verticals

Three domains. One operating model for the work inside them.

Zybron staffs agent teams where the assets are valuable, the decisions are consequential, and the expertise is scarce.

01

Asset Management

Reliability, integrity, and lifecycle decisions across high-value physical assets — energy, industrial, and public infrastructure.

ReliabilityIntegrityMaintenanceLifecycle risk
02

Logistics

Movement, planning, and demand across networks and fleets — from operational routing to transportation-demand programs and funder reporting.

Network planningFleetTransportation demandReporting
03

Engineering

Technical analysis, standards, and design support — grounding decisions in inspection history, codes, and field knowledge.

StandardsRisk analysisDesign supportInspection
Grounded, not generic

Built on established asset-management standards and methods.

Zybron's agents reason from recognized asset-management practice — your asset strategies, maintenance and inspection methods, criticality and risk models — applied to your data. Not a general-purpose model guessing at your domain.

Asset Strategies Criticality Analysis FMEA / FMECA RCM RBI PM Optimization Condition-Based Maintenance Life Cycle Costing

Aligned with recognized asset-management standards and methods — e.g. ISO 55000 principles, RCM and risk-based inspection — independent of any single certification.

Example agent team

Zybron Asset Management System Health — conformance, board to field.

A single agent team that continuously checks your asset-management system against your own standards — turning policy, plans, and field evidence into a live conformance picture, with an expert signing off on what ships.

STEP 01

Ingest

It grounds itself in your asset policy, strategic plan, and the standards that govern them.

STEP 02

Assess

It checks the management system for conformance gaps and ranks them by risk and consequence.

STEP 03

Brief

The board sees the conformance posture; the Technician sees the specific gap to close — same truth, two altitudes.

STEP 04

Account

Every finding is grounded, reviewable, and signed off by a subject-matter expert.

Get started

Start with one high-value agent team.

Pick the decision that costs you the most today. We'll staff an agent team against it — with expert oversight — and prove the value in a pilot.