Automate Asset workflows with confidence  

Precize Agent automates actions from discovery to resolution with built-in governance, approvals, and safe execution for enterprise assets

Discovery Context Action
Overview


Discovery is not the challenge. Enterprises already know what assets, vulnerabilities and issues exist. The real gap is understanding what those assets mean, their  ownership, lineage, dependencies, and the change impact. Without this context, automation is risky, workflows stall, and trust erodes.

Precize transforms discovery into contextual intelligence, combining AI correlation,  policy attestation, and continuous governance so teams can act with confidence and accountability.  

Context derivation

Precize Context Agent ingests structured, unstructured, and activity data across tools,  It applies NLP,  similarity models and named entity extraction to infer ownership, relationships, and missing context. This creates a unified, contextual asset graph that goes beyond tags and static metadata.

✅ Extracts entities and meaning
✅ Correlates ownership, lineage, and behavior
✅  Probabilistically derive hard to fill context gaps

Attestation/ Governance

Context changes as teams evolve, apps move, and assets shift. Precize continuously validates and updates context using workflows, policies, and attestation ensuring explainability over time. Precize proactively identifies risks  from missing context, misaligned dependencies, or outdated ownership.

✅ Automated context attestation workflows
✅ Policy based updates on change
✅  Full lineage and Audit trails

Action with Confidence

With trusted context in place, Precize Action Agent orchestrates governed workflows and executes fixes under approvals and policy guardrails - reducing risk while accelerating resolution.

✅ Policy-aware actions teams and tools
✅ Human-in-the-loop or fully autonomous actions
✅ Complete traceability for change actions

You can't Act without Context
The Problem


Modern infrastructure tools flood teams with signals,  alerts, findings, and tickets but offer no clarity on change impact, who owns what, why it matters, or how to fix it safely. Without context, automation is blind, actions are risky, and accountability is missing.

The result? Delays, rework, and loss of trust in automated operations.
"Signals are not the problem. Misinterpretation is. Contextual governance turns noise into trusted, safe, and accountable action."

Fixing secrets takes 94 days
50% of edge vulnerabilities never get fixed.

Without understanding ownership, lineage, or change impact, signals mislead and automation breaks trust
Cloud visibility is getting worse
80% of orgs say gaps are widening - tools without context can’t keep up.

Fragmented views without context create noise - Precize unifies signals into clarity and response.
60% of incidents stem from context
Code and config aren't the problem - context

is.Precize maps every incident to identity, intent, and impact - turning alerts into trusted actions.
AI trust breaks without context
45% of workers fear AI due to lack of trust in automation.

If actions aren’t executed and explained with clarity, trust collapses and recovery becomes harder.

Proven. Secure. Enterprise-Ready
Why Precize


The biggest problem to enterprise automation  is trust. Precize is the only platform that transforms raw discovery into governed, context-rich automation. Precize pairs what you already discover with the context and governance to act understand impact, who’s responsible, what policies apply, and how to change without risk. It is simple to start, works with your stack, and is built for enterprise trust (approvals, auditability, and SOC 2).

Built with context
  • Transforms discovery data into context-rich intelligence
  • Maps ownership, lineage, and business impact for every asset
  • Powers decisions with clarity and accountability, not guesswork
Proven Outcomes
  • 10× faster owner routing and 70% MTTR reduction
  • 90% of fixes automated under policy guardrails
  • Delivers measurable speed, safety, and trust in operations
Governed Automation
  • Runs actions with policies, approvals, and change windows
  • Executes safely via Precize Action Agent with full audit
  • Combines automation speed with enterprise-grade control
Seamless Integration
  • Connects to your existing cloud, CMDB, ticketing and identity tools
  • No rip-and-replace and extends and unifies your current stack
  • Syncs data in real time for consistent governance everywhere


From Visibility to Governed Action
Key use cases


Precize maintains live organizational context across assets and identities so enterprises can safely run workflows. We move beyond raw outputs, enabling real outcomes through automation, accountability, and explainability.

Vulnerability to resolution

Maps findings to accountable owners, prioritizes by business impact, and automates fixes under approvals and change windows.

Access Hygiene & Governance

Identifies orphaned or excessive access, links it to owners, and executes least-privilege cleanup through governed workflows

Drift & Compliance enforcement

Detects misconfigurations and drifts, enforces tagging and policy compliance, and auto-remediates safely with full traceability.

Ownership & Contextual Reporting

Unifies discovery data lineage, enabling accountable reports, business-impact dashboards, and context-aware insights.

Change Orchestration & Audit

Orchestrates policy-based changes, routes for approvals, and executes with rollback and complete audit evidence for compliance.

AI & Agent Governance

Securely optimize generative AI and Agent deployments enforcing human oversight, explainability


What Our Users Are Saying About Us
Testimonials

"Precize gave us visibility and control across more than 2,500 Google Cloud projects and SaaS apps. It 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 and reveals risks we didn’t even know existed"
Rohit Kohli
Deputy CISO @ Genpact
“Precize gave us visibility not just into cloud assets and identities, but also into AI model governance, lifecycle risks, and cost inefficiencies in a singlecontextual view."
Raj Yavatrkar
CTO @ Juniper
"With Precize, we gained an excellent understanding of why things happen, and what process or event caused them. Things that took hours to triage and understand, took minutes to figure out. This level of 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
“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
“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
"As a business that integrates and operates across multiple clouds, Precize gave us 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

10 minutes to onboard... realize value in less than a week!
Easily connect to our supported platforms.

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