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Ignite discipline for the agentic era.

The Problem

Frontier models are ready. Enterprises are not.

Most organisations are stuck in pilots. The bottleneck is not model capability — it is production installation capacity.

Authority installation is the missing layer.


The Visr Method

Designed for Claude-native deployment, in 8 weeks.

Week 0–2

  • DEFINE → Commit the Decision
  • ID 1 high-friction decision loop
  • Quantify baseline latency / risk
  • Define economic metrics
  • Establish guardrails and constraints

Week 2–4

  • MAP → Model the Decision Surface
  • Persistent operational objects
  • Inputs and signal sources
  • Current authority chain
  • Escalation pathways
  • Audit obligations

Week 4–6

  • ENCODE → Install Authority in Code
  • What the agent may decide
  • Escalation thresholds
  • Human override rules
  • Audit schema
  • "Never-do" boundaries

Week 6–8

  • INSTALL → Deploy in Production
  • Claude Agent SDK
  • Skill definition
  • Tool permissions
  • Eval harness
  • Telemetry and logging

F500 Engagement

Markel — Production Agent Installation

Event-Triggered Underwriting Flow

Submission received→ Exposure declared→ AI risk score generated→ Authority thresholds enforced→ Instant bind or referral→ Live monitoring→ Event-based expiry


Controlled Claude Deployment

  • Authority installed in code
  • Escalation encoded
  • Audit-ready decisions

Proven Leadership

Neil Sands

CEO

John Baunach

CPO

Yigit Unallar

CTO


Go on, go on, go on.

Enterprises do not need more AI pilots. They need controlled agent deployment inside real decision systems. Visr provides the installation discipline. Claude provides the intelligence.

© 2026 Visr. Production Agent Installation. Built exclusively on Claude.