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Wes Hamer

Redefining Production Management in E&P: How Tasq 5.0 Integrates AI, Automation, and Real-Time Intelligence

At the center of this transformation is Tasq 5.0, a purpose-built AI platform designed to redefine how engineers, operators, and decision-makers interact with data, workflows, and automation.

This is more than just another software release.

Tasq 5.0 is the culmination of years of research, client feedback, and a relentless pursuit to build a system that doesn’t just make processes more efficient but fundamentally changes how production teams work.

Why We Built Tasq 5.0: Rethinking Intelligence in Production Operations

The journey to Tasq 5.0 was not just about adding features—it was about rethinking how AI should be integrated into E&P operations from the ground up.

The Problem with Traditional Software

Over the past few years, we made key observations about the industry:

  1. Seventy percent of standard software features fail—especially those that simply replicate existing tools without true intelligence.

  2. Data silos create inefficiencies—BI platforms, data management tools, and modeling solutions exist separately, causing workflow fragmentation.

  3. Model-building is slow and complex—only a handful of data scientists within a company can build and deploy models, leading to bottlenecks.

  4. Utilization gaps reduce impact—production teams do not just need data; they need AI-powered insights embedded directly into their workflows.

How Tasq 5.0 Changes the Game

1. AI Model Building in Under 20 Seconds

Traditionally, creating a machine learning model involved weeks of data collection, feature engineering, testing, and deployment. With Tasq 5.0, this process is now instant.

How it works:

  1. Drag and drop over relevant time-series data

  2. Tasq searches thousands of wells for similar patterns

  3. Users validate results, refining the model in real time

  4. Once saved, the model is live and detects future occurrences automatically

This is not just about making model-building faster—it removes the need for specialized coding knowledge, allowing any engineer, operator, or production team member to build AI-powered models instantly.

Watch the video to see a Line Pressure Model being built in seconds.

2. Intelligent Data Analysis—No More Manual Queries

Engineers spend an excessive amount of time writing queries, searching for trends, and manually compiling reports. Tasq 5.0 removes this friction by turning plain-language questions into actionable insights.

  1. Instead of writing SQL or Python scripts, users can simply ask a question: "Show me all the wells experiencing a rise in casing pressure.

  2. Tasq automatically runs the query, pulls the data, and provides an answer within seconds.

This instant accessibility means that engineers can make data-driven decisions without being bottlenecked by outdated reporting methods.

3. AI Audio Transcription for Operational Logging

Keeping accurate records of production issues is a crucial part of operational efficiency. But manual data entry is slow, error-prone, and inefficient.

With Tasq 5.0’s audio transcription feature, engineers can simply speak updates, and Tasq will:

  1. Recognize equipment failures, downtime events, and maintenance needs

  2. Automatically log issues into the system

  3. Assign tasks to the right personnel

Now, operators in the field do not have to stop what they are doing to type out reports—Tasq captures everything in real time.

Watch the video to see how audio transcription simplifies logging.

4. AI Workflow Automation

Operational workflows in E&P are often manual and disconnected, leading to delays in resolving production issues.

Tasq 5.0 changes this by automatically suggesting and deploying workflows based on real-time data patterns.

For example:

If a compressor pressure spike is detected, Tasq automatically:

  1. Flags the issue

  2. Notifies the production team

  3. Schedules an inspection task

  4. Instead of waiting for human intervention, Tasq moves workflows forward instantly.

5. Group Functionality for Collaborative Development

Tasq 5.0 connects teams by allowing users to create and subscribe to shared AI models, workflows, and analyses.

  1. Engineers can build and refine models together

  2. Operators can use shared models to optimize production

  3. Decision-makers get real-time insights from a unified system

This eliminates workflow fragmentation and ensures that everyone is working with the same intelligence-driven insights.

Building for Instant Impact: The Thought Process Behind Tasq 5.0

Building Tasq 5.0 was not about adding incremental improvements—it was about rethinking the fundamental structure of AI-powered operations.

We realized that the biggest problem was latency—delays in decision-making due to inefficient software, disconnected workflows, and slow model deployment.
Our solution:
  1. Collapse five steps into one

  2. Turn every AI feature into a 10-second experience

  3. Build a system that delivers immediate value upon first use

We designed Tasq 5.0 to feel like a seamless extension of an engineer’s workflow—something that does not just provide data but actively helps solve real-world problems in real time.

The Future of E&P Operations is AI-First

With Tasq 5.0, we did not just build software—we built a new way of working.

  1. AI models that build themselves in seconds

  2. Automated workflows that push operations forward

  3. Voice-to-data logging that eliminates manual entry

  4. Seamless collaboration across teams and functions

The next generation of E&P companies will not be traditional energy firms with AI tools. They will be AI-first companies that make better decisions, faster.

Tasq 5.0 is built for engineers, operators, and decision-makers who want to lead this transformation.

Are you ready?

We built Tasq 5.0 with a simple but bold vision: to make AI truly transformative, not just another software tool.

If you are ready to move beyond outdated workflows, inefficient processes, and disconnected systems, it is time to see Tasq 5.0 in action.

DM us for a demo.

About Tasq

Tasq is built on the belief that the future is model-driven, and access to AI shouldn’t be limited to a handful of data scientists. Organizational bottlenecks slow productivity and keep critical insights out of the hands of the people who need them most. Tasq platform empowers entire teams to build, deploy, and iterate on AI models and workflows—without waiting in line. Data can be uploaded and live models deployed in minutes, giving teams the speed and autonomy to generate real value, fast. 

Tasq was developed by engineers who led AI initiatives in the Oil and Gas industry & are creating the future for operations.

Wes Hamer

Founder Tasq | Production Engineer

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