OperionOperion
Philosophy
Core Principles
The Rare Middle
Beyond the binary
Foundations First
Infrastructure before automation
Compound Value
Systems that multiply
Build Around
Design for your constraints
The System
Modular Architecture
Swap any piece
Pairing KPIs
Measure what matters
Extraction
Capture without adding work
Total Ownership
You own everything
Systems
Knowledge Systems
What your organization knows
Data Systems
How information flows
Decision Systems
How choices get made
Process Systems
How work gets done
Learn
Foundation & Core
Layer 0
Foundation & Security
Security, config, and infrastructure
Layer 1
Data Infrastructure
Storage, pipelines, and ETL
Layer 2
Intelligence Infrastructure
Models, RAG, and prompts
Layer 3
Understanding & Analysis
Classification and scoring
Control & Optimization
Layer 4
Orchestration & Control
Routing, state, and workflow
Layer 5
Quality & Reliability
Testing, eval, and observability
Layer 6
Human Interface
HITL, approvals, and delivery
Layer 7
Optimization & Learning
Feedback loops and fine-tuning
Services
AI Assistants
Your expertise, always available
Intelligent Workflows
Automation with judgment
Data Infrastructure
Make your data actually usable
Process
Setup Phase
Research
We learn your business first
Discovery
A conversation, not a pitch
Audit
Capture reasoning, not just requirements
Proposal
Scope and investment, clearly defined
Execution Phase
Initiation
Everything locks before work begins
Fulfillment
We execute, you receive
Handoff
True ownership, not vendor dependency
About
OperionOperion

Building the nervous systems for the next generation of enterprise giants.

Systems

  • Knowledge Systems
  • Data Systems
  • Decision Systems
  • Process Systems

Services

  • AI Assistants
  • Intelligent Workflows
  • Data Infrastructure

Company

  • Philosophy
  • Our Process
  • About Us
  • Contact
© 2026 Operion Inc. All rights reserved.
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Legal|Last Updated: 2025-12-15|Version 1.1

Disclaimer

DISCLAIMER

Last updated December 15, 2025

WEBSITE DISCLAIMER

The information provided by Operion LLC ("we," "us," or "our") on https://operion.io (the "Site") is for general informational purposes only. All information on the Site is provided in good faith, however we make no representation or warranty of any kind, express or implied, regarding the accuracy, adequacy, validity, reliability, availability, or completeness of any information on the Site.

UNDER NO CIRCUMSTANCE SHALL WE HAVE ANY LIABILITY TO YOU FOR ANY LOSS OR DAMAGE OF ANY KIND INCURRED AS A RESULT OF THE USE OF THE SITE OR RELIANCE ON ANY INFORMATION PROVIDED ON THE SITE. YOUR USE OF THE SITE AND YOUR RELIANCE ON ANY INFORMATION ON THE SITE IS SOLELY AT YOUR OWN RISK.

PROFESSIONAL DISCLAIMER

The Site provides information and services related to artificial intelligence, automation, data infrastructure, and business process optimization. The information provided is for general informational and educational purposes only and is not a substitute for professional advice tailored to your specific business circumstances.

What We Provide

Our Services include:

  • AI-powered automation solutions
  • Data infrastructure and management tools
  • Business process analysis and optimization
  • Custom software and workflow development
  • Analytics and insights

What We Do NOT Provide

We do not provide:

  • Legal advice: While we may discuss compliance and data governance, consult a licensed attorney for legal matters
  • Financial advice: Consult a certified financial advisor for financial planning and investment decisions
  • Tax advice: Consult a certified public accountant (CPA) for tax-related matters
  • Medical or healthcare advice: Our AI and automation solutions should never replace professional medical consultation

Your Responsibility

Before implementing any recommendations, strategies, or tools we provide:

  1. Evaluate your specific circumstances: What works for one business may not work for yours
  2. Consult with appropriate professionals: Especially for legal, financial, regulatory, or industry-specific matters
  3. Test thoroughly: Any automation or AI implementation should be tested in a controlled environment before full deployment
  4. Maintain oversight: Automated systems require human supervision and regular audits

THE USE OR RELIANCE OF ANY INFORMATION CONTAINED ON THE SITE OR PROVIDED THROUGH OUR SERVICES IS SOLELY AT YOUR OWN RISK.

AI AND AUTOMATION DISCLAIMER

Accuracy and Reliability

While we strive to provide accurate and reliable AI-powered tools and automations, we make no guarantees about:

  • 100% accuracy: AI models can produce errors, hallucinations, or unexpected outputs
  • Completeness: AI-generated content may not cover all relevant information
  • Suitability: Our solutions may not be appropriate for all use cases or industries
  • Regulatory compliance: You are responsible for ensuring AI/automation implementations comply with applicable laws and industry regulations

Data Processing

By using our Services, you acknowledge that:

  • We process data using AI models and automated systems as described in our Privacy Policy
  • AI systems may analyze patterns in your data to provide insights and recommendations
  • You are responsible for ensuring you have the right to submit any data to our Services
  • You should never submit sensitive personal information (health data, financial account numbers, etc.) unless explicitly required and secured

Third-Party AI Services

Some of our Services may utilize third-party AI platforms and APIs. We are not responsible for:

  • The accuracy, availability, or performance of third-party AI services
  • Changes to third-party AI models or pricing
  • Third-party data processing practices (though we select providers carefully and maintain data processing agreements)

TESTIMONIALS DISCLAIMER

The Site may contain testimonials by users of our products and/or services. These testimonials reflect the real-life experiences and opinions of such users. However, the experiences are personal to those particular users, and may not necessarily be representative of all users of our products and/or services.

We do not claim, and you should not assume, that all users will have the same experiences. YOUR INDIVIDUAL RESULTS MAY VARY.

How Testimonials Are Handled

  • Authenticity: The testimonials on the Site are submitted in various forms such as text, audio and/or video, and are reviewed by us before being posted
  • Editing: They appear on the Site verbatim as given by the users, except for the correction of grammar or typing errors. Some testimonials may have been shortened for the sake of brevity where the full testimonial contained extraneous information not relevant to the general public
  • Compensation: We are not affiliated with users who provide testimonials, and users are not paid or otherwise compensated for their testimonials

No Guarantee of Results

The views and opinions contained in the testimonials belong solely to the individual user and do not reflect our views and opinions. Results depend on many factors including:

  • Your specific business context and industry
  • The quality and completeness of your data
  • Your team's adoption and use of our tools
  • External market and competitive factors
  • Your existing infrastructure and processes

We make no guarantee that you will achieve similar results.

DATA COLLECTION AND ANALYTICS DISCLAIMER

By using our Site, you acknowledge that:

  • We collect analytics data including browser fingerprints, IP addresses, and behavioral data as described in our Privacy Policy and Cookie Policy
  • This data is used to improve our Services, prevent fraud, and understand user behavior
  • We share data with third-party analytics providers (PostHog, Google Analytics) as disclosed in our policies
  • You can opt out of tracking by following the instructions in our Cookie Policy

ERRORS AND OMISSIONS DISCLAIMER

While we have made every attempt to ensure that the information contained on the Site is correct, we are not responsible for any errors or omissions, or for the results obtained from the use of this information.

All information on the Site is provided "as is," with no guarantee of completeness, accuracy, timeliness, or of the results obtained from the use of this information, and without warranty of any kind, express or implied, including, but not limited to warranties of performance, merchantability, and fitness for a particular purpose.

EXTERNAL LINKS DISCLAIMER

The Site may contain (or you may be sent through the Site) links to other websites or content belonging to or originating from third parties or links to websites and features in banners or other advertising.

We do not investigate, monitor, or check such external links for accuracy, adequacy, validity, reliability, availability, or completeness.

WE DO NOT WARRANT, ENDORSE, GUARANTEE, OR ASSUME RESPONSIBILITY FOR THE ACCURACY OR RELIABILITY OF ANY INFORMATION OFFERED BY THIRD-PARTY WEBSITES LINKED THROUGH THE SITE OR ANY WEBSITE OR FEATURE LINKED IN ANY BANNER OR OTHER ADVERTISING.

We will not be a party to or in any way be responsible for monitoring any transaction between you and third-party providers of products or services.

CHANGES AND AMENDMENTS

We reserve the right to modify this Disclaimer or its terms related to the Site and Services at any time at our discretion. When we do, we will revise the updated date at the top of this page.

We may also provide notice to you in other ways at our discretion, such as through the contact information you have provided.

An updated version of this Disclaimer will be effective immediately upon the posting of the revised Disclaimer unless otherwise specified. Your continued use of the Site and Services after the effective date of the revised Disclaimer (or such other act specified at that time) will constitute your consent to those changes.

ACCEPTANCE OF THIS DISCLAIMER

By using the Site and our Services, you hereby represent that:

  • You have read and understood this Disclaimer
  • You agree to be bound by it
  • You understand that your results may vary
  • You will consult appropriate professionals before making business decisions based on our recommendations

If you do not agree with this Disclaimer, you should not use the Site or our Services.

CONTACT US

If you have any questions about this Disclaimer, please contact us:

Operion LLC
5473 Blair Rd Ste 100
Dallas, TX 75231
United States

Email: support@operion.io Website: Contact Us

Questions about this disclaimer? Contact us at support@operion.io

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