CODE GOVERNANCE
Pandorian
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Welcome to

The Age of the
Code Governor.

Machine written code runs at immense speed and scale.
Now you have the operating system to govern it.

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How forward-thinking organizations govern their codebase >
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Pandorian’s Paradox

The more we outsource code-writing to machines, the less we trust it.

Models keep getting better, and yet we’re not an inch closer to machines committing code. That doesn’t change until leadership trusts it’s own ability to govern what merges.

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For Engineering Leadership

The Code Governance
Operating System.

Your engineering standards are about to become scalable CI guardrails for every new line of code.

Manage
your engineering standards
Create
Any imaginable coding standard in plain English, with no limits on languages, depth and complexity.
Import
Standards directly from your KB and docs, as well as from Pandorian's own catalog.
Version
Every change and ensure that updates propagate universally across the organization.
Scope
your engineering standards
Map
Standards to different languages, teams, repositories, services, paths, files, directories and org-initiatives.
Include / Exclude
Rules to precisely and granularly control where standards do and do not apply across the codebase.
Enforce
your engineering standards
On every new pull-request
All newly generated code goes through your scoped standards and is flagged when in violation.
On existing code
Run your standards on your codebase to find violations currently live in production.
Pandorian
Your Standards Managed

One OS where your engineering standards live and breath.

Create, import, version, manage and enforce every engineering standard your organization has ever agreed on.

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Your Standards Scoped

One OS to scope your standards across the entire codebase.

Strategically assign standards by repository, team, service, library, directory, or initiative.

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Your Standards Enforced

One OS to turn your standards into code
generation guardrails.

Run every new line of code through your standards at ruthless speed, accuracy and efficiency.

Worker using a tablet beside a robotic arm in a futuristic factory, illuminated by green lights.

Developers have coding and review tools to ship faster.
Leadership has Pandorian to control what lands.

See what they’re enforcing:

Create Guideline
define a new engineering standard
Category Observability
Language Python
Create Guideline
define a new engineering standard
Category Architecture
Language Java
Create Guideline
define a new engineering standard
Category System Resilience
Language Golang, Python
Create Guideline
define a new engineering standard
Category Security
Language TypeScript
Create Guideline
define a new engineering standard
Category Infrastructure & Environments
Language TypeScript

See what they’re enforcing:

Engineering Leaders
Architecture Leaders
Platform Leaders
AppSec Leaders
DevOps Leaders
Create Guideline
define a new engineering standard
Category Observability
Language Python
Create Guideline
define a new engineering standard
Category Architecture
Language Java
Create Guideline
define a new engineering standard
Category System Resilience
Language Golang, Python
Create Guideline
define a new engineering standard
Category Security
Language TypeScript
Create Guideline
define a new engineering standard
Category Infrastructure & Environments
Language TypeScript

We’ve built the code governance
infrastructure for enterprise-scale.

Pillar
With Pandorian
DIY Governance
Manage One source of truth for engineering standards, centrally imported, managed, versioned and audited with Guidelines-as-Code or via the platform UI. Standards live across docs, wikis, prompts, and tribal knowledge, often siloed in individual developer workflows. Changes become difficult to track, govern, and audit consistently.
Scope Org-level mapping and assigning of standards to the right teams, repositories, services, languages, and code paths with precision. Scope changes propagate instantly across the organization. Enforcement logic becomes hardcoded into custom workflows, creating brittle mappings that are difficult to understand, maintain, and evolve. Keeping them in sync with org changes is a constant burden.
Enforce Scans run super efficiently — fast, accurate, consistent and cost-effective. Orgs pay a fixed annual fee, no token overhead, a fraction of the speed and cost of DIY governance. LLM token overhead explodes, scans run slowly, delaying delivery, results are inaccurate and inconsistent. Your bill and performance become wild, unpredictable, and impossible to budget around.
SOC 2 Type II
GDPR   CCPA
Not trained on your Data
Fine Grained RBAC
Complete tenant isolation

Standards
Command Center

SSoT for engineering standards

Unparalleled central command to create a single, managed source of truth for org-wide engineering standards

Standards
Import

Turn org docs into enforcement

Your standards already exist in your KB, docs and senior engineers’ heads. Pandorian turns them into CI Guardrails

Standards
as Code

Version your standards like Code

Manage standards as Markdown, evolve them through your normal development workflow

Scoped
Governance

Scope your rules to the right code

Not every standard belongs everywhere. Scope guidelines by repo, language, tag, file path, service, or ownership context

Continuous
Enforcement

Govern every PR before it lands.

You have CI/CD, now add CE, and bake your standards into every line of newly committed code

Operationalized
Governance

Version your standards like Code

Push standards’ violations to alerts, open Jira tickets with agent remediation instructions and follow up with rescans

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FinTech

Pandorian lets us govern our code output and enforce standards at unprecedented speed and scale.

Avi Shauli

SVP Engineering, Riskified

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FinTech

With Pandorian we can govern our code at massive scale, enforcing our standards on every change to stay in control.

Sagi Winer

VP R&D, Papaya Global

Portrait of a bald man with glasses wearing a navy T-shirt against a gray backdrop.
SaaS

Finally, our leadership has an enforcement layer for the AI coding era, with guardrails that are followed everywhere, effortlessly.

Asaf Botovsky

CTO, Cheq

Research Paper
Pandorian Research · June 2026 · 1,105 findings analyzed · 13 production guidelines

Authoring Guidelines
for LLM Enforcement:

Observable Decision Boundaries in Code Governance.

A study across 3 large-scale software engineering organizations, spanning 1,105 analyzed findings from 13 production-deployed guidelines

Get the Paper >
Person's hands hold a dark book titled 'Authoring Guidelines for LLM Enforcement: Observable Decision Boundaries in Code Governance' in a neon-lit futuristic room.
Person wearing a glowing green name badge that reads 'Code Governor' clipped to their chest on a dark shirt.

Are you a
Code Governor?

Pandorian is built for leadership, in charge of governing engineering, platform, architecture and security at the org-level. If that is your role, we are happy to show you Pandorian.

Request a Demo >

Questions & Answers

Pandorian is the enterprise code governance platform. It transforms engineering standards into a scalable governance layer for your software organization. Manage and version policies from a single source of truth, scope them across teams and repositories, and enforce them continuously with the speed, precision, and scale modern engineering demands.
Pandorian is built for senior engineering, platform, architecture, and security leadership that sets coding and engineering standards across large, complex software organizations. These organizations operate across many teams and repositories, manage vast and interconnected codebases, face strict internal, customer, and regulatory requirements, and support large customer bases that rely on their software. Pandorian is an organizational-level governance platform, not a tool for individual developers or isolated teams, designed to enforce consistent standards at scale without slowing development.
Pandorian is installed directly on your source control platform, such as GitHub, and runs as a check in your CI pipeline. It turns your organization’s engineering standards into guardrails for every pull request, governing what can land in production.

Standards are centrally managed and versioned as a single source of truth, either through the Pandorian UI or as code. Leadership has full visibility into what is enforced, where it applies, and how the organization is performing against its requirements. Pandorian can also scan entire repositories to assess the existing codebase and identify gaps between standards and reality.
Pandorian can enforce virtually any code-level engineering, architecture, or security standard, including complex semantic rules that traditional static analysis cannot express. Guidelines can be as detailed as needed, incorporating extensive requirements, code examples, anti-patterns, exceptions, and framework-specific context. They can also evaluate code against dynamic, real-time context such as approved libraries, internal APIs, active feature flags, and configuration data, enabling precise enforcement of standards that evolve with your organization.
Pandorian is not another code review, SAST, or static analysis tool. Code review tools are built for and sold to developers. They use an opinionated AI to catch bugs and weaknesses, rather than express and enforce the standards set by organizational leadership. SAST tools are similarly opinionated, enforcing known security rules and CVEs that often create significant noise, while covering only security. Linters and static analysis tools are limited to relatively simple syntax and pattern-based rules.

Pandorian is an organizational code governance platform. It enforces the organization’s own requirements across engineering, architecture, security, reliability, performance, observability, and more. Leadership defines what matters, and Pandorian enforces that intent through deep semantic analysis across every team, repository, and pull request.
Pandorian is built for enterprise-scale software organizations with many teams, repositories, and engineering standards. Leadership manages standards as a versioned single source of truth, scopes them to the repositories where they apply, and rolls them out across the organization with a few clicks. Every new pull request is continuously governed by those standards, while organization-wide reports and analytics give leadership complete visibility into governance, compliance, and engineering posture across the entire codebase.