Bifix connects to your authorized BI environment, assembles the exact app context, and turns any ticket into a precise, review-ready implementation guide — in seconds, not hours.
Built for the platforms your team already runs on
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 impossible to review.
lost per ticket just gathering context before any real work starts.
guidance that changes with whoever wrote the prompt that day.
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
Authorize your BI environment. Bifix uses supported APIs only — your credentials are used per-request and never stored.
Assemble the context
Bifix extracts the load script, master measures & dimensions, variables, sheets, expressions, data model, fields and reload metadata — with a completeness score.
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 clearly separate what the context proves from what needs confirmation. No confident hallucinations.
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.
Private by default
Metadata only, temporary storage, and model calls with retention disabled. Nothing kept, nothing trained on.
Platforms
One workflow. Every major BI stack.
QIX Engine extraction of script, master items, variables, data model and lineage.
Metadata API for datasources, calculated fields, joins and lineage.
Tabular model, DAX measures, relationships and Power Query via XMLA.
Security & trust
Your models never leave your control.
Bifix is built around authorized APIs and metadata — not file reverse-engineering. Nothing is stored permanently and nothing is used for training.
Pricing
Simple while we're early.
For individual developers trying it on real apps.
- ✓Qlik connection & extraction
- ✓Unlimited synthetic demo runs
- ✓Guides with copy & download
- ✓Temporary, private context
For consultancies and BI teams shipping tickets daily.
- ✓Everything in Solo
- ✓Team coding standards
- ✓Priority extraction
- ✓Tableau & Power BI (early access)
- ✓Shared context snapshots
For orgs that need SSO and a self-hosted footprint.
- ✓OAuth / SSO
- ✓Self-hosted / local mode
- ✓Audit & data-residency controls
- ✓Dedicated support
FAQ
Questions, answered.
Ship your next ticket with a head start.
Join the private beta. Be first to get Tableau and Power BI support.
No spam. Metadata-only, private by default.