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Description

A closed-loop universal multivariable optimizer is designed to enhance both the performance and quality of Model Predictive Control (MPC) systems. This optimizer utilizes data from Excel files sourced from Dynamic Matrix Control (DMC) by Aspen Tech, Robust Model Predictive Control Technology (RMPCT) from Honeywell, or Predict Pro from Emerson to develop and refine accurate models for various multivariable-controller variable (MV-CV) pairs. This innovative optimization technology eliminates the need for step tests typically required by Aspen Tech and Honeywell, operating entirely within the time domain while remaining user-friendly, compact, and efficient. Given that Model Predictive Controls (MPC) can encompass tens or even hundreds of dynamic models, the possibility of incorrect models is a significant concern. The presence of inaccurate dynamic models in MPCs leads to bias, which is identified as model prediction error, manifesting as discrepancies between predicted signals and actual measurements from sensors. COLUMBO serves as a powerful tool to enhance the accuracy of Model Predictive Control (MPC) models, effectively utilizing either open-loop or fully closed-loop data to ensure optimal performance. By addressing the potential for errors in dynamic models, COLUMBO aims to significantly improve overall control system effectiveness.

Description

ClosedLoop AI is an AI-driven product discovery and intelligence platform designed to convert everyday customer conversations into strategic product decisions. Instead of relying on manual tagging and scattered notes, it automatically transforms tickets, calls, chats, and surveys into structured product signals. The system extracts meaningful insights such as recurring pain points, feature gaps, workarounds, and severity levels in real time. It then groups related signals into patterns, revealing hidden trends that may not have been formally reported. With outcome-based scoring, each insight is tied directly to measurable business impact including retention, revenue growth, and customer expansion. Trend velocity tracking shows whether issues are accelerating, stabilizing, or declining over time. Teams can interact with their data through AI chat, slash commands, CLI, or API access for deeper analysis. Scheduled intelligence briefs deliver role-specific summaries directly to inboxes, keeping stakeholders aligned. ClosedLoop AI integrates seamlessly with existing tools like Salesforce, Jira, Linear, GitHub, and Slack, requiring minimal setup. By providing a unified, evidence-backed source of truth, the platform empowers organizations to proactively shape their product roadmap based on real customer voice data.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

No images available

Integrations

Airtable No 
Amplitude No 
Asana No 
Claude No 
ClickUp No 
Cursor No 
Discord No 
Fireflies.ai No 
Gong No 
Google Meet No 
Google Sheets No 
HubSpot CRM No 
Microsoft Teams No 
Notion No 
Otter.ai No 
Productboard No 
Reddit No 
Salesforce No 
Typeform No 
Zapier No 

Integrations

Airtable Yes 
Amplitude Yes 
Asana Yes 
Claude Yes 
ClickUp Yes 
Cursor Yes 
Discord Yes 
Fireflies.ai Yes 
Gong Yes 
Google Meet Yes 
Google Sheets Yes 
HubSpot CRM Yes 
Microsoft Teams Yes 
Notion Yes 
Otter.ai Yes 
Productboard Yes 
Reddit Yes 
Salesforce Yes 
Typeform Yes 
Zapier Yes 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Pricing Details

$0
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person Yes 

Vendor Details

Company Name

PiControl Solutions

Country

United States

Website

www.picontrolsolutions.com/products/columbo/

Vendor Details

Company Name

ClosedLoop AI

Founded

2025

Country

United States

Website

closedloop.sh

Product Features

Product Management

Collaboration Yes 
Feedback Collection Yes 
Idea Management Yes 
Milestone Tracking No 
Prioritization Yes 
Product Roadmapping Yes 
Release Management No 
Requirements Management No 
Resource Management No 
Workflow Management No 

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