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Common Questions
How long does a typical deployment take?
Field hardware installation takes 2–4 hours per well site. The AI enters observe mode immediately and begins autonomous optimization after a 7-day baseline calibration period.
Do we need to replace our existing plunger lift controllers?
No. Talisman integrates with your existing controllers via Modbus/RS-485, 4–20mA, or digital I/O. We support GLR, PCS Ferguson, Kimray, and other common hardware.
What happens if connectivity to the cloud is lost?
The Talisman Edge Module operates fully autonomously, stores up to 30 days of data locally, and syncs when connectivity is restored. Control never pauses.
How is the AI model trained for our specific wells?
Each well gets its own model initialized from fleet-wide priors, then fine-tuned on that well's actual production history within the first 7 days of deployment.