Resolve Infrastructure Issues
with Confidence.

Finding vulnerabilities and infrastructure issues is easy. Deciding what to fix, who should fix it, and what could break is harder. Precize provides the context to make those decisions and act with confidence.

The Precize Platform

What does Precize do?

Precize is an AI-powered infrastructure decision intelligence platform.

It helps infrastructure, security and IT operations teams resolve vulnerabilities and operational issues by deriving missing asset ownership, identifying dependencies, understanding business impact and supporting policy-governed resolution workflows.

Precize complements the existing discovery, CMDB, ticketing and automation tools enterprises already use.

Overview

Context Decisions Resolution

Finding infrastructure issues is only the beginning. Resolving them requires knowing who is responsible, what could be affected, and which actions are appropriate.

Precize turns fragmented infrastructure data into trusted context, informed decisions, and governed resolution.

Derive Missing Context

Precize Context Agent connects information across cloud, CMDB, tickets, identities, and operational activity to derive missing ownership, dependencies, and business relationships

  • Identify accountable owners
  • Map dependencies and Impact
  • Reconcile missing or conflicting information

Make Informed Decisions

Understand what an infrastructure issue means to the business, who should act, and what constraints apply. Validate uncertain context and route decisions to the right people.

  • Understand business impact
  • Apply policies and operational constraints
  • Validate context and accountability

Resolve with Confidence

Precize Action Agent supports governed remediation workflows with approvals, change windows, and traceability, enabling teams and AI agents to act safely.

  • Route and approve actions
  • Execute supported fixes
  • Maintain audit trails

The Problem

Finding Issues Is Easy. Deciding What to Do Is Hard.

Enterprises already have tools that discover infrastructure vulnerabilities, misconfigurations, and operational issues. But resolution stalls when teams cannot determine ownership , business impact, dependencies, or the right course of action.

The challenge is no longer just knowing what is wrong. It is knowing what to do next  without disrupting the business.

Unknown Ownership
When ownership is missing or outdated, teams spend time finding who is accountable before they can resolve an issue.
Unclear Business Impact
Missing dependencies and service context make it difficult to understand what a proposed fix could affect.
Slow Resolution
Fragmented information and unclear approval responsibility delay decisions and handoffs.
Risky Execution
Changes made without validated context, policies and appropriate approvals can disrupt dependent services.

Why Precize

Missing Intelligence Between Detection and Resolution.

Security, monitoring, and infrastructure tools tell you what needs attention. Precize brings together the ownership, business context, and decision controls needed to determine what should happen next.

Context Beyond Discovery
  • Derive missing owners and dependencies.
  • Connect fragmented infrastructure information to business relationships.
  • Work with incomplete tags and CMDB records.
Faster, Accountable Decisions
  • Connect issues to accountable teams.
  • Use validated operational context.
  • Reduce manual investigation.
Safe, Governed Actions
  • Support policies and approvals.
  • Respect configured change windows.
  • Maintain auditable execution through supported workflows.
Works with Existing Tools
  • Connect cloud, CMDB and security systems.
  • Bring ITSM and identity context together.
  • Complement current enterprise tools.

Testimonials

Better Context. Faster Decisions. Real Outcomes.

Hear from enterprise leaders and practitioners working to make infrastructure operations more accountable, efficient, and secure.

Precize gives us the context to understand what happened, why it happened, and which infrastructure assets were affected. Investigations that previously took hours now take minutes, helping our teams make faster, more informed decisions while maintaining secure and reliable operations.
Anatoly Chikanov
VP Security Engineering & Architecture
@ Health Equity
Operating across multiple clouds makes it difficult to know who owns what and why infrastructure changes happen. Precize gives us the ownership clarity and change history needed to connect actions to accountable teams and understand the decisions behind them, context that cloud platforms alone do not provide.
Ali Shaikh
@ Graphiant
Across more than 2,500 Google Cloud projects and SaaS applications, Precize gave us the context to understand asset ownership, identity risks, and operational gaps. These insights helped us reduce our attack surface, address former-employee access risks, and make better decisions about issues our existing tools had missed.
Vivek Menon
CISO @ DigitalTurbine
Precize brings together information scattered across our infrastructure and operational systems, helping us uncover risks and issues that were previously difficult to identify. Instead of spending time correlating data and generating reports, our teams can focus on understanding what matters and deciding what to address.
Rohit Kohli
Deputy CISO @ Genpact
Enterprise automation is only as reliable as the context behind its decisions. Precize connects infrastructure, ownership, and operational context so teams can move from reacting to issues toward making informed, accountable decisions and taking governed actions.
Rohit Parchuri
SVP & CISO @ yext
Precize connects infrastructure assets, identities, and operational risks into a unified contextual view. It helps teams go beyond visibility to understand ownership, relationships, and potential impact, providing the intelligence needed to make more informed infrastructure decisions
Raj Yavatrkar
CTO @ Juniper
Finding infrastructure issues is no longer the hardest problem. The challenge is understanding what to fix, who is accountable, and what could break. Precize addresses that missing decision context, helping enterprises move toward faster, more accountable infrastructure operations.
Dmitri Raskes
Independent CTO/CISO Advisor
Synta Solutions LLC

Integrations

Works with your existing tools

Connect infrastructure and workflow systems you already use.

Precize MCP

Connect Precize to your AI agents via MCP
Give AI agents infrastructure context they can use before recommending or initiating supported actions.
Governed Access
Secure, controlled, and observable
access to Precize data through MCP.
Rich Context
Give AI agents access to relevant risks,
relationships, ownership, and operational context.
Action Ready
Enable AI agents to investigate risks and
trigger governed actions through Precize.

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FAQ

What is infrastructure decision intelligence?

Infrastructure decision intelligence is the use of current, validated infrastructure and business context to determine an appropriate response to an operational or security issue. It connects technical findings with accountable owners, dependencies, service impact, policies and approval constraints so a team or agent can decide what should happen next.

Does Precize detect every type of cybersecurity vulnerability?

No. Precize is focused on infrastructure-related vulnerabilities and operational issues. It works alongside existing detection and assessment tools to connect findings with the context and accountable workflows needed for resolution.

Does Precize replace ServiceNow or an existing CMDB?

No. Precize is designed to complement existing CMDB and workflow systems. It derives and validates operational information—such as ownership and relationships—that may be missing or unreliable in current records, then supports downstream workflows and enrichment.

Can Precize automatically fix infrastructure issues?

Precize supports governed resolution workflows and supported actions through its Action Agent and connected systems. Whether an action is automated, human-approved or manually executed depends on the integration, organizational policy, risk and workflow configuration.