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Solutions — Agentic software for industry

Agentic software, deployed inside operations.

Not chatbots. Not dashboards. Specialized agentic platforms that execute real engineering, maintenance and corporate work — integrated with your systems, validated by your experts, owned by your team.

8 agentic platforms In-house validated SAP-ready outputs
Free Tool

Evaluate your operation in 12 minutes — get a senior-grade report.

The MagORAI Scorecard assesses your operation across 13 functional areas and 5 lifecycle phases (Feasibility, FEED, EPC, Commissioning, Operations). Built on the same proprietary framework VSC uses with mining and energy clients.

  • 13 disciplines · 5 phases · 12 role profiles
  • 220+ operational data points
  • AI-generated executive report
  • PDF delivered to your inbox
Start Assessment Free · 12 minutes · Confidential · ES / EN
Why this is different

The industry tried dashboards. We built agents.

For 10 years the industrial sector bought dashboards that nobody opened and chatbots that nobody trusted. The pattern is clear — and we rejected it.

Dashboards & Chatbots

What the industrial software market sells.

  • ×Dashboards — pretty visualizations that nobody opens after week 4
  • ×Generic chatbots — don't know FMECA, don't know ISO 55000, can't validate a maintenance plan
  • ×Black-box AI — recommendations without lineage, impossible to defend in front of an auditor
  • ×Generic SaaS — no industry context, no domain depth
  • ×Knowledge sits in the vendor's roadmap, not in your operation
VSC Agentic Platforms

What we deliver instead.

  • Agents that execute real engineering and maintenance work — not dashboards, not chatbots
  • Industry-aware by design — mining, energy, megaprojects, chemicals
  • Validated by senior operators before any output reaches a decision
  • SAP PM / ISO 55000 / ISO 14224 aligned — outputs auditors accept
  • Deployed inside your environment — the capability stays in your team
Sistemas Insignia

Two Enterprise Agentic Systems — born from our Operational Readiness and Asset Management practices.

MagORAI and MagEAM are Enterprise Agentic Systems built from the disciplines that defined our consulting heritage — Operational Readiness and Asset Management. Each platform converts those operational frameworks into deployable agentic capability inside the client's environment.

MagORAI Sistema Insignia 01 magorai.com MagORAI

Enterprise Agentic System for Operational Readiness

Enterprise Agentic System purpose-built for operational readiness across the 13 functional disciplines that define a ramp-up. Where our consulting practice used to deliver these engagements over the industry's traditional timelines, MagORAI compresses diagnostic, planning and execution into a single agentic platform — deployed inside the client's environment and validated by senior operators.

73% of mining and energy megaprojects in LATAM reach ramp-up with critical operational gaps.

AcceleratedInitial implementation
Visibilityoperational
Coordinationcross-functional
MagEAM Sistema Insignia 02 mageam.com MagEAM

Enterprise Agentic System for Asset Management

Enterprise Agentic System for asset and equipment management strategy in heavy industry. Where conventional approaches require substantial expert effort and long timelines to build a maintenance strategy from scratch, MagEAM materially compresses FMECA, criticality analysis and CMMS load — keeping reliability engineering rigor while accelerating the operational decision-making cycle.

67% of LATAM mining plants operate with outdated or disconnected maintenance strategies.

AcceleratedInitial assessment
Visibilityoperational & maintenance
Optimizationmaintenance
Software portfolio

Six specialized platforms for industries that cannot stop.

Each addresses one of the high-leverage processes in heavy industry. Built in-house, deployed inside our clients' environments, validated by senior operators before any output reaches a decision.

Reliability Genius
Reliability · Maintenance

Reliability Genius

RCM/FMEA acceleration — from asset register to maintenance plan in days, not months.

Combines failure-mode analysis with criticality classification and SAP PM-ready outputs. Materially compresses the expert hours the traditional method requires.

  • ISO 14224 / ISO 55000 aligned
  • SAP PM-ready exports
  • Used internally before client deployment
Request Demo
Mining Recruit
Talent · Compliance

Mining Recruit

Hiring critical roles in mining and heavy industry — faster, auditable, audit-ready.

Compliance suite that accelerates technical-role hiring with full traceability and verification workflows. Solves the engineer-shortage problem with operational rigor.

  • Compliance-first design
  • Skill verification workflows
  • Audit-trail by default
Request Demo
Nexus
Knowledge · Corporate

Nexus

Corporate Second Brain — captures operational know-how before it walks out the door.

Solves the Corporate Institutional Amnesia problem — the silent value destruction when a senior expert retires. Queryable knowledge across teams and shifts.

  • Captures field-validated knowledge
  • Cross-team queryability
  • Onboarding acceleration
Request Demo
MineChain
Procurement · Contracting

MineChain

Bidding and contracting automation for industrial procurement — visibility, speed, traceability end-to-end.

Eliminates the manual back-and-forth in industrial bidding processes. Vendor scoring, contract drafting and exception flagging accelerated with operator-validated workflows.

  • End-to-end traceability
  • Vendor scoring automation
  • Exception-driven workflows
Request Demo
PMO Corporate
Portfolio · PMO

PMO Corporate

Executive oversight for project portfolios — real status, not retroactive reporting.

Replaces the steering-committee-deck-from-PowerPoint pattern. Real-time portfolio health, early-warning signals and decision-support for executives running heavy capital programs.

  • Real status — not retroactive
  • Early-warning signals
  • Executive-grade decision support
Request Demo
Permit Mastery
Regulatory · ESG

Permit Mastery

Predictive AI for environmental and regulatory permitting — anticipate roadblocks before they cost the schedule.

The schedule-killer in megaprojects is not engineering — it's permits. Permit Mastery anticipates approval delays, regulatory changes and ESG-driven challenges before they hit the critical path.

  • Regulatory pattern recognition
  • Schedule-impact projections
  • ESG-aware risk modeling
Request Demo
How we deploy

Agentic software inside your operation — not on a vendor's cloud.

VSC platforms deploy within your environment, integrate with your systems, and remain owned by your team after the engagement ends. No vendor lock-in. No black boxes.

01

Scoping & pilot

Two-week pilot inside one functional area or process. Outputs validated against your senior operators — no commitment until the value is visible.

02

Integration

Connection to your systems of record (SAP, Oracle, custom). Outputs aligned with ISO 55000, ISO 14224 and your governance policies.

03

Adoption

VSC operators work side-by-side with your team during rollout. Knowledge transfer is part of the deliverable, not a separate workshop.

04

Handover

Platform ownership transfers to your team. We do not engineer dependency — we install the capability. Maintenance optional under SLA.

Why our software

What sets VSC platforms apart.

Three reasons our software actually gets used inside operations — not just procured.

Operators wrote the spec.

Every platform was first scoped by a senior operator who needed it to do real work. Then engineered. Then deployed inside VSC. We eat our own cooking.

Industry-aware by design.

Mining, energy, megaprojects, chemicals. No generic SaaS. The vocabulary, the standards and the workflows match how the industry actually operates.

Defensible outputs.

Every recommendation carries lineage. Every output is auditable. Every action is traceable. Built for environments where the regulator does not wait.

Want to see one of these in your operation?

30 minutes. We pick the platform that fits your problem, walk through a live demo, and discuss what a 2-week pilot inside your environment would look like.

30 minutes · Your specific case · Honest assessment.