Automated Design is live

Agents In Your Workspace

Vector Works on Your Wells.

Vector reads your wells, runs RodSim, and drafts changes inside PetroBench, on the wells and sims your team already uses.

Platform / Agents / Well Assistant
Well Assistant

Hi John.

Diagnose individual wells, run sims, interpret dyno cards.

Uses your org wells and sims.

Chat on the Well You Already Use

Engineers already run sims and read dyno cards in PetroBench. Vector puts that same work in chat, with write guardrails on every change.

Ask on the open well

Vector starts on the well already in your workspace. No paste. No new tab.

Run the same sims and cards

RodSim math and dyno cards you already trust. Chat does not invent a second model.

Draft changes for review

SPM and string drafts wait for engineer signoff. Every run lands on the audit trail.

How IT Works

From Your Data to a Decision.

Connect sources once. Describe the problem. Physics runs. Engineers review the result.

Your data
Snowflake
Databricks
WellView
AWS
Azure
Any source
PetroBench Platform
Design
RodSim
RodSim
Rod lift design
Dynamics
Dynamics
Dynamic analysis
Calculators
Calculators
Eng. tools
Automated Design
Automated Design
Constraint-driven design
Platform layer
Well Management
Unified well database
User Management
Role-based access
Company Mgmt
Corporate settings
Event Hub
Multi-Tenancy
Workflows
Data Repository
SSO
Security & Audit
Your agents
Claude
OpenAI
Gemini
Cursor
MCP
REST API
CLI
Loop Continuous Loop

Draft Overrides Behind Guardrails

Drift triggers a fresh pass through the loop. Sims and reads run under your scopes. Live-well writes stay behind write guardrails, nothing writes without approval, and every run lands on the audit trail.

  1. 01
    Watch
    Live cards stream from your wells continuously.
  2. 02
    Detect
    Card-shape anomaly trips a webhook automatically.
  3. 03
    Reason
    Agent decides the right intervention to make.
  4. 04
    Draft Override
    Agent proposes SPM or string changes behind guardrails.
  5. 05
    Write Guardrails
    Live-well writes stay gated. Every run lands on the audit trail.
01, Watch 02, Detect 03, Reason 04, Draft Override 05, Write Guardrails VECTOR
Capabilities What Vector Can Do

Every Capability, Ready to Run

Simulations, design search, and reports, available over REST, MCP, and Vector from day one.

Request Demo
Simulations

Run Any Simulation

Full rod-pump dynamics for any well, on demand. Surface and downhole cards returned with diagnostics in one call.

Results in seconds Cards + diagnostics
Design

Search Rod-String Designs

Search every candidate configuration against your constraints and get a ranked set of designs back.

Constraint-aware Ranked output
Data

Pull Live Well Data

Deviation, completion, fluid PVT, and historical card data, fetched from PetroBench well records and normalized.

Always fresh Normalized
Monitoring

Inspect Card Drift

Compare results against baseline envelopes in the workspace. Flag drift for engineer review.

Event-driven Workspace well context
Analysis

Compare Scenarios

Side-by-side scenario comparison with deltas, fillage curves, and gearbox load under your weighting.

Side-by-side KPI deltas
Reports

Generate Engineering Reports

Render a PDF or Markdown report in engineering-grade format. Share with your team or export from the platform.

PDF or Markdown Share anywhere

Same engine from chat or click

Run a sim, draft a change, and keep the record on the well.

Ask Vector, or click Run in the workspace. Both hit the same RodSim engine on the well you have open.

Drafts sit behind write guardrails. Nothing hits the live well until an engineer signs off.

Inputs and outputs land on the well record. Open the run later and see what RodSim returned.

Well Assistant

Hi John.

Diagnose individual wells, run sims, interpret dyno cards.

Uses your org wells and sims.

Well Assistant

Hi John.

Diagnose individual wells, run sims, interpret dyno cards.

Uses your org wells and sims.

Well Assistant

Hi John.

Diagnose individual wells, run sims, interpret dyno cards.

Uses your org wells and sims.

Audience Who Runs IT

Built for the People Who Touch the Well

Engineers run it. Ops shares the same context. IT keeps identity and audit where they already live.

Stay on the well you already have open.

Vector sits next to RodSim and your dyno cards. No new tool to learn.

RodSim, Demo Well A Engineers
RodSim calculated results in the PetroBench workspace
FAQ Common Questions

Questions Engineers Ask First

Answers to the things every team asks before turning Vector loose on real wells.

Yes. Vector calls the RodSim engine your engineers already run. The language model picks inputs and explains the card. Same inputs produce the same numbers as clicking Run in the workspace.

No. Sims and reads run under your access rules. Live-well writes stay behind write guardrails until an engineer approves. Every run lands on the audit trail.

Vector lives inside PetroBench. Chat opens on the well they already have open, same wells, dyno cards, and RodSim. Nothing extra to install.

Yes. Point those clients at the hosted MCP server. Same engine, wells, credential, and scopes as Vector. Vector is the chat surface inside PetroBench; MCP is for agents you already run elsewhere.

The same wells the engineer can already open. Vector inherits PetroBench roles and regions. It does not get a wider view than the signed-in user.

SSO through your IdP (SAML or OIDC), role-based access per team and region, and a full audit log. Live-well writes stay behind guardrails. Well access usually mirrors what you already have in PetroBench.

Yes. Start with a scoped pilot on access you already have. Widen regions once write-guardrail review is in place and the team is reading the audit trail.

Inputs, well-state snapshot, and outputs. You can open the run later and see what was asked, what RodSim returned, and whether a write is still gated.

We cover pricing on a walkthrough once we understand your wells and how the team will use Vector with RodSim.

It stays queued. Nothing is applied on the well until an engineer signs off. The draft remains on the well record so the next reviewer opens the same proposed taper, SPM, or pump change.

Put Vector on Your Wells.

Same rod-lift engine your engineers run, now watching every well, drafting fixes, and queuing them for review. Request a demo to see the loop on your wells.

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