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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When ownership is missing or outdated, teams spend time finding who is accountable before they can resolve an issue.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

What Our Users Are Saying About Us

Customer perspectives on infrastructure visibility, ownership accountability and operational investigation.

Precize gave us contextual visibility and control across more than 2,500 Google Cloud projects and SaaS apps. The insights helped reduce our attack surface, clean up ex-user risks, and uncover inefficiencies that no other tool caught.
Vivek Menon
CISO @ DigitalTurbine
With Precize, metrics and reporting are effortless. The data fabric connects everything, helps fix issues quickly while revealing actionable insights and risks we did not even know existed.
Rohit Kohli
Deputy CISO @ Genpact
Precize gave us deep contextual visibility not just into cloud assets and identities, but also insights into AI model governance, lifecycle risks, and cost inefficiencies in a single asset view.
Raj Yavatrkar
CTO @ Juniper
With Precize, we gained an excellent understanding of why things happen, and what process or event caused them for our assets. Things that took hours to triage and understand, took minutes to figure out. This level of enterprise context and full visibility provides an invaluable support to help maintain operations on our multiple platforms and secure our member data.
Anatoly Chikanov
VP Security Engineering & Architecture
@ Health Equity
Precize is the missing governance layer that connects cloud, AI, and people. It enables workflows to be proactive rather than just reactive.
Rohit Parchuri
Sr. VP & CISO @ yext
Precize is the missing governance layer for modern enterprises. It brings together cloud, AI, and people into one contextual view, giving leaders confidence to move fast without sacrificing trust or compliance.
Dmitri Raskes
Independent CTO/CISO Advisor, Fortune 500 Security Leader @ Synta Solutions LLC
As a business that integrates and operates across multiple clouds, Precize provided us with deep ownership clarity across assets and identities. We can now trace every change back to who, why, and how something that the cloud infrastructure itself does not provide.
Ali Shaikh
@ Graphiant

Integrations

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

Frequently Asked Questions

Understand how Precize works with your infrastructure, tools and teams.

Talk to our team ↗

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.