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.

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Platform / Agents / Well Assistant

Well Assistant

Hi John.

Diagnose individual wells, run sims, interpret dyno cards.

Uses your org wells and sims.

Difference Inside Petrobench

Built on Your Wells and RodSim

Vector runs inside PetroBench on the engine and workspace your team already uses.

Engine
Same RodSim math your engineers already run.
Workspace
Opens on the well already in PetroBench.
Review
Drafts wait for engineer signoff before anything is applied on the well.

Well Assistant

Hi John.

Diagnose individual wells, run sims, interpret dyno cards.

Uses your org wells and sims.

Same Wells Outside PetroBench Too.

Need Claude, Cursor, or an MCP client on the same wells? Use MCP or REST, same engine and scopes as Vector.

Scripts & services

Connect Over REST

Wire notebooks and services to the same wells, sims, and equipment your team already uses.

Versioned HTTP, same credential

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Claude, Cursor, MCP clients

Connect Over MCP

Point your MCP client at the hosted server. Agents call the rod-lift engine under your scopes.

Hosted server, same credential as REST

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Scoped Access. Write Guardrails. Full Audit Trail

Agents inherit your PetroBench roles. Every run is logged. Live-well writes stay behind guardrails.

Scoped reads

Dyno cards, production, and RodSim history, only for wells inside your scopes.

Write guardrails

Live-well changes stay gated for engineer review. Sims and reads run under your roles.

Audit trail

Every run records inputs and outputs on the log, with who ran it and when.

Same SSO

SAML or OIDC through your IdP. Roles and regions match PetroBench.

FAQ Common Questions

Questions Teams Ask First

What production and engineering managers ask before a Vector pilot.

When Vector runs a sim, does it hit the same RodSim engine as clicking Run?

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.

Can Vector change SPM or a rod string on a well without us?

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.

Do engineers stay in PetroBench, or is this another app they have to open?

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

If we already use Claude or Cursor, do those clients see the same wells?

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.

Which wells can Vector read, the engineer's wells, or the whole org?

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.

What does IT set up for SSO, roles, and logs?

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.

Can we put Vector on one region first, then widen?

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.

What lands on the audit trail after a Vector run?

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.

How do you price Vector next to the RodSim work we already run?

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

What happens to a draft that nobody has reviewed yet?

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.

Book a walkthrough for Vector on your wells, or see how MCP connects the AI tools you already use.

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