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Forward deployed petroleum AI

Petropt Agents

Your AI petroleum engineering team, deployed.

Hire Claude-powered role agents configured around your wells, files, standards, and reporting cadence. The system handles the calculation workflows behind the scenes while your team stays in control of decisions.

See how it works

Hire roles, not tools

Customers hire a Production Engineer agent. The system decides which calculations, checks, and report steps to call.

Configured for your field

Every deployment uses your data, your standards, your exception rules, and your reporting cadence.

Human-reviewed at every decision

Agents recommend; people decide. No autonomous spending or safety-affecting actions.

Product layer

Role agents your team hires

Production Engineer, Reservoir Engineer, Data Analyst, Operations Manager, and other role agents speak in the language of your organization.

Execution layer

Deterministic work underneath

Scheduled task agents handle calculations, file cleanup, report assembly, and repeatable checks so recommendations are grounded in structured outputs.

This is the core operating model: customer-facing role agents coordinate the work, deterministic task agents execute it, and your engineers review the result before action.

Role agents

Your petroleum engineering team

Each role agent combines a discipline-specific skill package with access to 87+ Petropt calculation tools, report generators, and deterministic task agents.

Product layer: role agents customers hire

Execution layer: deterministic task agents that run the work

Production Engineer Agent

Available

Monitors well performance; flags anomalies; updates forecasts.

  • Morning report
  • Declining-well alerts
  • Gas-lift optimization

Reservoir Engineer Agent

Available

Forecasts production; estimates reserves; runs material balance.

  • Type-curve generation
  • EUR audits
  • Pressure-history matching

Petroleum Economist Agent

Available

Runs project economics; updates assumptions; ranks investments.

  • NPV/IRR sensitivity
  • AFE review
  • Year-end reserves rollup

Petrophysicist Agent

In development

Interprets log data; computes net pay and saturations; flags log-quality issues.

  • Multi-well log QA
  • Batch petrophysics
  • Mnemonic standardization

Drilling Engineer Agent

In development

Designs well trajectories; sizes casing and BHA; reviews drilling plans.

  • Well plan generation
  • Casing setting depth
  • Torque & drag

Drilling Fluids Specialist Agent

In development

Designs and monitors mud programs; flags ECD risks.

  • Mud weight schedule
  • Lost-circulation risk
  • Hydraulics check

Completions Engineer Agent

In development

Designs frac and stimulation programs; benchmarks designs.

  • Stage planning
  • Proppant loading
  • Completion-cost estimate

Operations Manager Agent

Available

Synthesizes daily field activity; coordinates between disciplines.

  • Morning ops report
  • KPI rollups
  • Exception alerts

Field Superintendent Agent

In development

Translates engineering decisions into field action plans.

  • Rig schedule
  • Crew callouts
  • Equipment readiness

HSE Specialist Agent

Available

Reviews operations against safety standards; raises VETO on unsafe actions.

  • Safety-rule review
  • Incident classification
  • Compliance audit

Data Analyst Agent

Available

Cleans and structures customer field data; builds reusable datasets.

  • Production-data cleanup
  • Well-master reconciliation
  • Dashboard builds

How it works

01

You provide your data

Connect CSV, LAS, WITSML, exports, and field reports already used by your engineering team.

02

We configure the agents

Your field standards, thresholds, approval flow, and report formats become the operating context.

03

Agents run on schedule

You get alerts, reports, forecasts, and ranked recommendations. Your people make the decisions.

Phase 1

Production Surveillance

Production Monitor, Forecast Updater, and Morning Reports.

Phase 2

Well Planning

Offset analysis, well plan generation, casing, fluids, and cost review.

Phase 3

Drilling Operations

Daily drilling context, real-time risk review, and operations reporting.

Forward deployment

Built with your engineering team

Palantir-style forward deployment for petroleum engineering. We embed with your team, configure the agents for your operation, and stay on as engineering support. Not a self-serve product: a deployed system.

Request a deployment discussion

Walk us through your field, reporting cadence, and highest-value workflows. We will map the first deployment around your operation.

Book a call