Now in private beta · Starting with Qlik Sense®

From BI ticket
to implementation guide.

Bifix currently supports Qlik Sense apps hosted in Qlik Cloud®. It connects to your authorized Qlik Cloud environment, assembles app metadata, and turns BI change tickets into review-ready implementation guidance — with validation steps, peer-review notes and a Jira update comment.

Get early access →

See how it works

Built for the platforms your team already runs on

Qlik SenseQlik CloudPower BI plannedMicrosoft Fabric plannedTableau plannedQlik SenseQlik CloudPower BI plannedMicrosoft Fabric plannedTableau planned

The problem

Raw ChatGPT doesn't know your app. So you become the context.

Every ticket means digging through the load script, master items, the data model and a dozen chart expressions — then pasting fragments into a chatbot that still guesses. It's slow, inconsistent, and hard to review.

Slow start

Every ticket begins with gathering context before the real work starts.

Inconsistent

guidance that changes with whoever wrote the prompt that day.

Hard to trust

answers that blur what's confirmed with what's assumed.

How it works

Three steps between a ticket and a plan you can ship.

Connect securely

Confirm your authority before Bifix makes any Qlik request, then connect your Qlik Cloud environment through published APIs. Your API key is used for the request and is not intentionally written to Bifix storage or logs.

Assemble the context

Bifix extracts authorised app metadata such as the load script, master measures and dimensions, variables, sheets, expressions, data model, fields and reload metadata, then reports how complete the extraction was.

Generate the guide

Paste the ticket. Get a step-by-step, review-ready guide with exact snippets, validation checks, risks and a peer-review checklist.

What you get

Meaningfully better than a blank chat window.

Context, assembled

Load script, master items, variables, sheets, objects, data model, fields, lineage and reload metadata — collected automatically.

Confirmed vs assumed

Guides separate confirmed context, assumptions and items requiring developer confirmation.

Exact snippets

Set-analysis, script and expression changes written out — with the anti-patterns (like If() in measures) avoided by default.

Completeness score

Every extraction is scored and flagged, so you know exactly how much the guide can rely on.

Review-ready

Validation checklist, risks, edge cases, peer-review checklist and a drafted ticket comment — built in.

Controlled data flow

Bifix is designed not to request raw business rows. It applies best-effort sanitisation to extracted context before storage. Relevant sanitised metadata and the ticket content you enter may be sent to OpenAI. Redaction cannot guarantee that every personal or confidential detail is removed.

Platforms

Starting focused. Expanding carefully.

Qlik SensePrivate beta

Bifix supports authorized Qlik Sense apps hosted in Qlik Cloud, connecting through published Qlik APIs to collect app metadata such as load scripts, master items, variables, object definitions and data-model information.

Power BI / FabricPlanned

Future support for tabular models, DAX measures, relationships and Power Query metadata.

TableauPlanned

Future support for datasources, calculated fields, workbook metadata and lineage.

Security & trust

Designed to keep your BI context controlled.

Bifix uses customer-authorised access through published Qlik APIs, not file reverse-engineering. It supports ticket implementation and change documentation; it does not provide access to Qlik or replace Qlik catalogue, lineage or analysis products.

API keys are used for the request and are not intentionally written to Bifix database or object storage, included in model prompts, or logged by Bifix application code.

Structural app metadata, including scripts and object definitions — Bifix is designed not to request raw business rows.

Configured server-side expiry with a scheduled cleanup of expired copies.

Relevant sanitised metadata and the ticket content entered by the user may be sent to OpenAI to generate a guide; API requests are configured with store: false.

Redaction is best-effort and cannot guarantee removal of every personal or confidential detail.

Pricing

Indicative private-beta pricing.

BasicPopular

From €39per seat / month · excl. VAT · planned

For BI developers and small teams delivering changes to Qlik Sense apps faster.

✓Context extraction from Qlik Sense apps
✓Ticket-to-guide generation
✓Validation checklist
✓Peer-review note
✓Privacy redaction
✓Temporary, private context

Request private beta

Enterprise

Customteam & security review

For larger teams. Governance, custom retention and deployment options are planned.

✓Team access and onboarding (planned)
✓Qlik OAuth connection (planned)
✓Account SSO (planned)
✓Custom retention settings (planned)
✓Self-hosted or private deployment (planned)
✓Security documentation and procurement support (planned)
✓Priority support (planned)

FAQ

Questions, answered.

Does Bifix read my raw business data?+

How does it connect to my BI environment?+

Can I upload an existing context package?+

What happens to the context and generated guides?+

Is Bifix affiliated with Qlik?+

Which platforms are supported today?+

Ship your next ticket with a head start.

Join the private beta for Qlik Sense. Power BI, Microsoft Fabric and Tableau are planned, but not yet available.

Request private beta access →

New accounts are reviewed before they are activated.

From BI ticket to implementation guide.