Vibration Agent
The Vibration Agent reveals developing stick-slip patterns — so your team can maintain smooth drilling and protect equipment.
Vibration Agent
Stick-slip patterns that reduce efficiency and damage equipment:
Pattern
What's Developing
What You Can Do
Pattern
Stick-Slip
What's Developing
Torque fluctuations and rotational inconsistency stressing the drill string
What You Can Do
Adjust RPM/WOB to restore smooth rotation
The agent measures stick-slip symptoms at the surface — detecting severity in real-time without downhole tools.
How It Works.
The Vibration Agent continuously monitors RPM and torque in real-time, surfacing patterns buried in the noise that precede efficiency loss and equipment damage.
It works by:
Recognizing increases in torque fluctuation as potential torsional vibration
Estimating the severity of stick-slip events based on current patterns
Triggering alerts when severity exceeds threshold
Communicating with other agents to prevent conflicting recommendations
The analysis is predictive, objective, and consistent across every well. When stick-slip symptoms are detected, the agent surfaces what's hidden in the data — with enough time for your team to adjust parameters, typically minutes before the vibration would cause damage or measurement interference.
No configuration required. No historical data needed. Works across basins without retraining. Surface data only.
Your Advantage
Metric
Value
Warning time
Detection method
Monitoring
False alarm rate
Minutes before equipment stress
Severity-based — alerts before threshold breach
24/7 — continuous visibility into vibration patterns
<1 per 24 hours of operation
Plus
Extends equipment life — reduces costs from premature wear
Preserves wellbore stability — smoother drilling, less formation damage
Protects data quality — MWD/LWD measurements stay reliable
Automatic coordination — pauses ROP optimization during high-risk periods
Works across your fleet — whether you're monitoring one well or ten, Spotter surfaces what needs attention
Smoother drilling isn't just about preventing damage — it's about maintaining optimal ROP throughout the well. Teams using the Vibration Agent report more consistent performance and fewer interruptions to drilling efficiency.
The result: best practice becomes the norm — smooth drilling maintained across every interval.
How It Works With Other Agents
The ROP Agent optimizes drilling speed. The Vibration and Stuck Pipe Agents safeguard it — so faster never means riskier.
The Vibration Agent and ROP Agent communicate in real-time.
When stick-slip severity rises above threshold:
- Vibration Agent triggers notification to user
- ROP Agent automatically pauses drilling parameter advice
- Your team adjusts parameters to resolve vibration
- Once severity drops, ROP Agent automatically resumes
Off-bottom output from the Vibration Agent provides context to the Stuck Pipe Agent, helping to identify root cause of stuck pipe risk and thereby identify the most effective mitigating action.
No manual intervention required. The agents coordinate so a fix for one problem never creates another.
Case Study
IOC, Middle East.
Context
Friction warnings during drilling confirmed on POOH, casing run to TD with no issues
Outcome
Stuck pipe risk zone flagged, confirmed, and managed across three passes
