How is Vantage different from ChatGPT or Claude?

ChatGPT and Claude write you a document. Vantage keeps the document, prototype, tickets and roadmap connected to the feedback and decisions behind them, and tells you when one of them changes. You can also bring your Vantage context into Claude or ChatGPT, so you don’t have to choose.

Do I have to move off Notion or Linear?

No. Keep the tools you use and connect them to Vantage. Tickets push to Linear with two-way sync, and you approve every change that comes back.

What can I do in the first ten minutes?

Paste customer feedback or describe a problem, and get a PRD with every requirement linked to its source. You can try the demo on this page without signing up. Connect your tools whenever you’re ready.

I own several projects. What does Vantage do across them?

It briefs you every morning on what needs your call, catches specs that contradict each other, and flags anything that went stale after a decision changed. It works for a single project and earns its keep at two or more.

What if the AI gets something wrong?

Nothing updates silently. Every requirement cites the quote, call or metric behind it, and every change arrives as a diff you accept or reject before it touches your docs, tickets or Linear.

Can I use Vantage from Claude or ChatGPT?

Yes. Connect Vantage’s MCP server to Claude, add the GPT Action in ChatGPT, or use an API key. Then ask about your projects, search your specs, or create tickets from wherever you work.

Start on your own for free. When teammates join, they work from the same context, with admin, editor and viewer roles and private drafts that stay invite-only until you publish.

What does fair use mean on the unlimited features?

Unlimited features are meant for real day-to-day work by one person: up to 50 questions a day on Pro and Business, and on Business up to 10 PRDs, journeys or ticket batches a day. Very few people get close. If your team regularly needs more, talk to us.

Your data is encrypted in transit, and we never train on it. The AI providers we use are contractually barred from training on it too. You can disconnect any integration or delete your account at any time. We’re pursuing SOC 2 Type II.

How much does it cost?

Vantage is free to start with 300 credits and no credit card. Projects are unlimited on every plan, and AI work like generating a PRD or a ticket batch uses credits. Pro is $19 per seat a month billed annually ($25 monthly) with 1,500 credits a month, unlimited questions and prototypes. Business adds a shared team workspace and 4,000 credits per seat a month.

How do I limit the imported issues?

Test a JQL filter in Jira first, then apply it to the integration source in Fibery.

Is Time Estimate the original estimate?

The integration guide identifies Time Estimate (minutes) as remaining time, so label reporting accordingly.

Product workflows2026-11-092 min read

Connect Jira Delivery Data to Fibery

Install the Jira integration, sync issues, and connect them to Features using an explicit identifier. Reading delivery data does not require enabling two-way writes.

Before you start: Have Fibery integration configuration access and Jira project administration for adding a custom field. Confirm integration limits and which Jira projects are in scope.

Worked example: Jira issue ONB-42 implements Fibery Feature 17. A plain-text Feature ID value of 17 gives an inspectable match; similar titles alone are too ambiguous.

Step-by-step guide

Create the integration Space

Open Templates at the bottom of the sidebar, choose Jira and click Sync. Complete authentication for the intended Jira source.

Add the link key in Jira

Create a Short Text, plain-text custom field named Feature ID on the relevant issue type. Set the selected issue to the Feature’s ID.

Refresh the imported record

Open the Jira Space settings in Fibery and use Sync Now. Confirm ONB-42 contains the expected identifier.

Create the Feature relation

On Feature add a Relation to the synced Issue database. In the relation settings turn on Automatically link, compare the Issue-side Feature ID text field with Feature’s Public ID text field, leave the operator as equals, and save. Use the displayed public identifier (17 in this example), not the internal UUID. Confirm the two values match exactly.

Check before expanding scope

Verify status and assignee on ONB-42 and a deliberately nonmatching issue. Keep write-back disabled until the team agrees which fields Fibery should change.

Common mistakes

Using the wrong Jira custom field type

The documented link-key workflow requires Short Text. A different field type can break matching.

Assuming all fields write back

The two-way sync supports selected built-in and custom types. Other imported fields remain read-only.

Sources and verification

Based on product documentation checked on 2026-11-04. This is a documentation-based guide, not a hands-on benchmark. Features and availability can change.