An AI-Assisted Capital Desk for Petroleum Engineers
Keep full engineering editors, lock their outputs as Base Cases, and use AI to challenge the investment case without surrendering calculation authority.
Run a sample well analysis to see deterministic decline parameters and EUR in about 30 seconds.
MCPRun this workflow from Claude or Cursor. Connect Petrolytx in one secure sign-in.Connect AI →Deterministic Curve Fit
Run a sample decline curve analysis (DCA) to see fitted decline parameters and EUR in ~30 seconds.
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Built by reservoir engineers, for petroleum engineers
Spend Less Time on Routine Analysis
Hours analyzing each well manually
Auto-fit decline curves in seconds with R² statistics
Generic tools don't understand O&G
Built with Arps, Duong, and modified hyperbolic models
Insights buried in spreadsheets
Cited dossier narrative explains locked decline behavior and EUR
Hard to compare wells across portfolios
Build type curves and benchmark against analogs
Economic assumptions scattered across files
Integrated NPV, IRR, and sensitivity analysis
Manual data entry from ARIES or PHDWin
Import production data directly from industry formats
Petroleum Engineering Tools
Industry-standard analysis with modern automation
Auto-Fit Regression
Grid search optimization finds optimal decline parameters across Arps, Duong, and modified hyperbolic models.
Cited Dossier Narrative
AI writes the Capital Dossier — a cited decision memo with a counter-case — from your locked forecasts and economics. Versioned code calculates every number.
Type Curve Development
Build P10/P50/P90 type curves from analog wells using statistical percentiles. Filter by location, formation, and completion parameters.
Fast Import
Import production data from CSV, ARIES, or PHDWin formats. Map your columns and start analyzing immediately.
Economic Modeling
NPV, IRR, and payback calculations with customizable price decks and sensitivity analysis on key economic drivers.
Transparent Results
See R² fit statistics, decline parameters, and all assumptions. Export results for review in your own tools.
How AI Accelerates Your Workflow
Select Wells
Choose individual wells or entire portfolios for analysis. Import from CSV, Excel, or your existing systems.
Run the Analysis
Versioned code calculates every number. AI writes the cited memo and argues the counter-case.
Take Action
Review the cited memo and counter-case, export reports, and record the decision — in a fraction of the time.
Built for Real Engineering Workflows
Reservoir Engineering
- Decline curve analysis
- EUR estimation
- Type curve development
- Analog well selection
Production Engineering
- Performance monitoring
- Re-fit declines as new data arrives
- Forecast vs. actual comparison
- Economic limit tracking
New Drill Evaluation
- Type curve forecasts for new drills
- Scenario economics before the AFE
- P10/P50/P90 uncertainty ranges
- Analog benchmarking
A&D / Finance
- Portfolio valuation
- Due diligence
- Economic sensitivity
- Risk assessment
Frequently Asked Questions
Is this a replacement for engineering judgment?
No. It's a productivity tool. Auto-fit provides a starting point and the AI-written, cited dossier narrative explains results, but you make the final decisions on parameters and forecasts.
How does it compare to general-purpose tools?
Built specifically for unconventional well analysis with industry-standard decline models (Arps, Duong), economic calculations (NPV, IRR), and data formats (ARIES, PHDWin).
What data do I need to get started?
Monthly production data (oil/gas rates by well) at minimum. More history improves forecasts. Economic modeling requires cost and price assumptions.
Can I customize for my company's methodology?
Yes. Set preferred decline models, economic assumptions, and choose which parameters to lock or let auto-fit optimize.
How long does it take to get started?
Import wells from CSV or industry formats, run auto-fit, and see decline forecasts within minutes. The AI-written, cited narrative is generated when you build a Capital Dossier.
Simple, Transparent Pricing
Start free. Upgrade when you need more.
Pro
- 250 wells, 10 projects
- Economics & sensitivity analysis
- Contextual analog discovery
- Type curves (P10/P50/P90)
Business
- Everything in Pro
- Capital Dossiers — cited decision memos
- Unlimited wells & projects
- Priority support
Work Smarter with AI
Versioned code calculates every number. AI writes the cited memo and argues the counter-case.
Start 14-Day TrialPayment method required to start your 14-day trial.