Forge Orbital Inc

AI accountability that grows into governance. Keep the record. Forge is now available in ChatGPT: NVIDIA Inception member.

[Forge Orbital Inc @forgeorbital]

Forge Orbital is now available in ChatGPT.

Compare baseline with proposed change, explore cost options, check a sample decision - verdicts recorded for each checked action.

Evaluate. Optimize. Govern. Built for accountability that grows into governance.

[Joseph Varga @joeyvarga_]

AI is starting to act inside companies. Who owns the call?

[Forge Orbital Inc @forgeorbital]

@LangChain @hwchase17 @modal @bernhardsson The discussion of short-lived sandboxes raises a useful accountability question: when the container disappears, what survives to explain the action? The input, permission and result should outlive the compute.

[Forge Orbital Inc @forgeorbital]

@elonmusk @bot The hardest task may be knowing when to ask the boss. When a teammate changes the brief in Slack, can the action record show whose authority the bot used?

[Forge Orbital Inc @forgeorbital]

What happened is only half the audit trail. Can yours explain why? Read Brittany Istenes' new Industry Pulse article: https://t.co/eOrkpPiijb

[Forge Orbital Inc @forgeorbital]

@verge The sandbox-to-sidewalk boundary matters here. What has to be checked before a simulated delivery becomes a real dispatch, and who owns the decision when the pickup changes?

[Forge Orbital Inc @forgeorbital]

Trust in an AI agent is not a vibe. It is the ability to answer, for a specific action: what was requested, what rule applied, who approved the exception, and what evidence was recorded. Which part is hardest to keep?

[Forge Orbital Inc @forgeorbital]

@ClaudeDevs Putting the full app inside the conversation makes the action boundary matter more. Which changes should Claude leave as drafts until a person approves, and what record should the app write back?

[Forge Orbital Inc @forgeorbital]

@GoogleAI Long-horizon work raises the cost of a silent wrong turn. Which step should stop for a person, and what evidence should be enough to let it continue?

[Forge Orbital Inc @forgeorbital]

AI agent work often crosses tools and teams. The record should follow the action: who approved it, what rule applied, and whether it ran. Forge Orbital keeps that chain for each checked action. Where does your chain break?

[Forge Orbital Inc @forgeorbital]

A new rule for AI agent actions is a guess until you see what it would have held. Before you turn one on, what do you test it against: past actions, a sample, or live traffic?

[Forge Orbital Inc @forgeorbital]

@IBM Less intervention works best when the edge is written down. For routine steps that run alone, who decided they could, and where is that recorded?

[Forge Orbital Inc @forgeorbital]

@levie Fan-out changes the review problem too. With many agents acting at once, nobody can watch each step. Which actions should hold for a person, and which can run on rules alone?

[Forge Orbital Inc @forgeorbital]

Rules are easy to write. Exceptions are where the risk sits. Forge Orbital checks AI agent actions you choose against your rules and records a verdict for each checked action: allow, hold or block. Who reviews your exceptions today?

[Forge Orbital Inc @forgeorbital]

A hold only helps if someone sees it. When Forge Orbital holds a checked action, the verdict is recorded for a person to review. Who should see a hold first: the requester, their manager or a risk owner?

[Forge Orbital Inc @forgeorbital]

@dair_ai Carrying forward only a short summary of state is clever. It also means what the agent drops is a decision. Is there a record of what was kept, so a person can check it later?

[Forge Orbital Inc @forgeorbital]

Who may an agent act for, and up to what limit? Forge Orbital helps you govern that with a verdict for each checked action: allow, hold or block. What is the one limit you would set before anything else?

[Forge Orbital Inc @forgeorbital]

Before an agent change goes live, Forge Orbital can check a sample decision against your agreed cases and record the verdict. Which decision would you test first: a refund, an access grant or a data export?

[Forge Orbital Inc @forgeorbital]

@Cloudflare Telling a server which agent is knocking is a useful first step. The next question is what the agent is allowed to do once it is let in, and who set that.

[Forge Orbital Inc @forgeorbital]

@awscloud Answers that come back with their sources is a good habit for agents. The same goes for actions: what was checked first, and where is that written down?

[Forge Orbital Inc @forgeorbital]

Agent limits drift. Someone loosens one for a single task and it stays loose. Forge Orbital records a verdict for each checked action, so what was checked is on file. Who approved the last exception on your agents?

[Forge Orbital Inc @forgeorbital]

Agent costs creep up one small call at a time. Forge Orbital lets you explore cost options for a proposed change alongside the check, so the trade-off is visible before it ships. What would you cap first: spend or retries?