Qlik to Looker migration, done in weeks, not months.

Qlik to Looker migration starts with a scan of your apps, scripts and QVDs. SquareShift reviews the LookML and compares dashboards with Qlik output before cutover.

For migration planning, see Looker migration services, Looker consulting, and Tableau to Looker migration.

Get the free Qlik assessment

SquareShift’s DashPort –
AI accelerated BI migrations

5x
Faster migration
100%
Automated validation
26,000+
BI and Looker assets migrated across SquareShift delivery work
100+
BI instances we have worked on
Fortune 500
Clients

The migration risk

Why Qlik to Looker migration is hard to do by hand

01

The legacy is too messy for a manual assessment.

Logic is buried in reports, calculated fields, joins, data models, and business exceptions. A manual review will miss things.

02

Hidden work can push a migration over budget.

Hidden work appears late, hard dashboards take longer than planned, and the budget starts moving after approval.

03

Months of work for the same reports is hard to defend.

Spend months, take risk, pull people into review, and end with the same reports in a new tool. That is a hard sell.

04

You may get stuck running two systems.

The old platform cannot be switched off until the new reports are trusted. Until then, teams compare numbers for months.

05

BI consumers do not have time for a long migration.

Consumer teams do not want weeks of validation meetings, reconciliations, and signoff loops on top of their own work.

Important logic is translated into LookML with automation plus expert review.

Source objects map to governed Looker structures. Dashport generates the first pass; SquareShift engineers review every business-critical translation.

  • Logic is mapped, not guessed

  • Experts review what matters

  • Output is validated before cutover

Qlik set analysis and load scripts in Looker

Set analysis is rebuilt in LookML or warehouse logic. Load scripts are reviewed for warehouse work. QVDs are inventoried; some become warehouse tables, while stale or duplicate files may be retired.

QlikView and Qlik Sense to Looker

For a Qlik Sense to Looker move, we assess apps. For a QlikView to Looker move, we assess documents. Both reviews cover scripts, data connections, QVDs, variables, set analysis and access rules.

Looker vs QlikView: what changes

Qlik associative selection behavior is documented before rebuild. Looker does not work the same way, so SquareShift maps the business questions users must answer, then designs the right Explores and filters.

How DASHPORT moves BI estates into Looker.

  1. Assess

    Connect source BI systems, ingest dashboards and reports, read metrics, filters, and joins, and map calculations and dependencies.

    Effort and risk scored per asset

  2. Decide

    Recommend what to keep, refactor, migrate, and sunset, and surface dead inventory and duplicate reporting.

    Keep / refactor / migrate / sunset

  3. Migrate

    Generate Looker-ready models, views, and dashboards, track generated files and review flags, and keep humans on exceptions and business logic.

    Looker-ready models generated

  4. Validate

    Check the full estate, validate UI parity, data models, calculations, KPIs, and data consistency, then review exceptions before signoff.

    100% automated validation

Validation before cutover

Qlik dashboards are compared with Looker before anyone switches off the old platform.

Manual migration validation

DASHPORT automated validation

Why it matters at cutover

Eyeballed visualsSide-by-side review misses layout, format, and chart differences.
Screen-by-screen comparisonVisual differences between source and Looker are flagged automatically.
Same dashboard, same trustUsers do not have to relearn their reports.
Sampled filtersThousands of filter and drill combinations. Teams test a handful.
Every combination runSource and Looker results compared for each filter set.
No edge-case surprisesNumbers are proven before users find the gaps.
Totals onlyRow-level and calculated-field gaps hide under matching totals.
SQL-level reconciliationData, calculations, metrics, and KPIs matched at query level.
Finance-grade signoffApprovals rest on reconciled numbers.
Slow regressionEvery LookML fix means another manual retest.
Automatic re-runsEach change is re-validated, with a diff of what moved.
Faster releasesFixes do not reopen signed-off work.
Untested accessRow-level security is rarely checked user by user.
Role-based checksAccess verified by role against source behaviour.
Safe on day oneNo one sees data they should not.
Scattered evidenceResults live in spreadsheets and email threads.
One report per assetPass, fail, and exceptions in one place.
Auditable cutoverThe switch-off decision has a paper trail.
People-bound scaleChecks grow with headcount and pull in BI consumers.
100% automated coveragePeople review only the exceptions.
Time for judgmentStakeholder time goes where it is needed.

Get a free 48-hour Qlik migration assessment before you rebuild anything.

DASHPORT scans the estate, exposes migration risk, and gives you the roadmap before the program starts.

Get the free Qlik assessment

What you leave withAssessment pack, migration roadmap, and proof plan.

What the assessment includes

  • Source-system inventory
  • Warehouse dependency map
  • Data-model complexity score
  • Report and dashboard complexity score
  • Business-logic risk flags
  • Keep, refactor, migrate, and sunset list
  • Migration waves and quick wins
  • Blockers and manual-review items
  • Cutover-risk view
  • DASHPORT versus manual estimate
  • Validation coverage plan
  • 2-week POC plan for 10 key assets

2-week POC plan for 10 key assets

Week 1Pick 10 key assets, assess them, and generate the Looker-ready models, views, and dashboards.
Week 2Validate UI, data models, calculations, metrics, and KPIs, then review exceptions with the owners.

Four engagements

Solutions we’ve crafted for our clients.

All case studies
01 / Technology Dashboards Refresh in Ten Seconds, Not Hours, for a Recruiting Platform Read → 02 / Technology Learning Progress in Real Time for a Global EdTech Platform Read → 03 / Education Daily Reporting Unified for a Learning Platform's 1.5 Million Learners Read → 04 / Education Analytics 40% Cheaper and Hours Faster for an EdTech Platform Read →

Credentials and proof

Google Cloud and Looker credentials, plus proof of delivery.

Google Cloud Premier Partner badge
Google Cloud Data Analytics specialization badge
Google Cloud Machine Learning specialization badge
Looker Consulting Partner badge

BI credentials

100+

BI instances we have worked on.

26,000+

BI and Looker assets migrated across SquareShift delivery work.

Fortune 500

Delivery work across Fortune 500 accounts.

Migration performance

12 weeks

Average migration timeline, down from 12 months.

98%+

Migration consistency during validation.

Migrate any BI platform to Looker.

Whatever your reporting estate runs on today, DASHPORT reads it, translates it, and validates it into one governed Looker model.

Shared
destination
01

Tableau to Looker

A refined path from Tableau to Looker, backed by structured migration accelerators and built for enterprises moving toward a unified data model.

Explore
02

Power BI to Looker

Automated dashboard analysis, semantic model translation, and expert validation for Power BI estates moving into Looker.

Explore
03

Cognos to Looker

A confident shift from Cognos to Looker, using a proven framework to support a governed analytics experience across the business.

Explore
04

WebFOCUS to Looker

A clear upgrade path from WebFOCUS to Looker with validated workflows for organizations modernizing their reporting foundation.

Explore
05

MicroStrategy to Looker

Assess first, then accelerate MicroStrategy migration with automation and expert validation for enterprise-ready reporting.

Explore
06

Qlik to Looker

A Google-aligned move from Qlik to Looker for consistent, scalable BI that adapts to evolving data needs.

Explore
07

Domo to Looker

A guided transition from Domo to Looker with enterprise-grade precision and a path into a governed, AI-ready analytics layer.

Explore
08

Custom BI to Looker

For legacy or custom-built BI platforms, analyze reporting assets and validate every dashboard and metric before production use.

Explore

Questions teams ask before leaving Qlik.

How do I move Qlik apps to Looker?
DASHPORT scans the Qlik estate and scores every app. It generates the first pass in LookML, SquareShift engineers review every business-critical translation, and the output is validated before cutover.
Can we run Qlik and Looker side by side during the move?
Yes. The old platform stays on until the new reports are trusted. Qlik dashboards are compared with Looker output, object by object, before anyone switches off Qlik.
Can Qlik set analysis move into Looker?
Yes, but not as a literal script-for-script translation. Set-analysis logic is reviewed for business intent, then rebuilt as LookML measures, filtered measures, dimensions, or warehouse logic. Business-critical totals are checked against Qlik output before cutover.
What happens to QVDs?
QVDs are inventoried for lineage, freshness, consumers, and owner status. Some become warehouse tables, staging tables, or governed data marts. Others can be retired when they are stale, duplicated, or tied to apps that no longer need to move.
Can QlikView and Qlik Sense both be assessed?
Yes. The assessment covers QlikView documents and Qlik Sense apps together, including sheets, load scripts, data connections, QVDs, variables, set-analysis expressions, and access rules. That lets the migration plan group assets by usage, shared logic, owner, and cutover risk.
How is associative behavior handled?
Qlik associative selection behavior is documented before rebuild. Looker does not work the same way, so SquareShift maps the business questions users must answer, designs the right Explores and filters, and validates the output path with owners before switching the source app off.
Can we reduce Qlik app sprawl?
Yes. DASHPORT flags duplicate apps, low-use sheets, ownerless logic, and overlapping QVD dependencies before migration waves are planned. The output separates what should move, merge, redesign, or retire, so Looker does not inherit the same app sprawl.
How long does a BI migration to Looker take?
It depends on the size and complexity of the estate. The 48-hour assessment scores every asset and sets the migration waves, so you get an evidence-based timeline before any rebuild work starts. DASHPORT-led migrations run 5x faster than manual rebuilds.
Do we have to migrate every report?
No. DASHPORT flags dead inventory and duplicate reporting, then recommends what to keep, refactor, migrate, or sunset. Only the reporting that earns its place moves to Looker, which cuts scope, cost, and validation effort.
How do you prove the numbers match?
Every migrated asset is validated against the source: UI parity, data models, calculations, metrics, and KPIs. Owners review a validation report and only the exceptions, so signoff rests on evidence rather than spot checks.
Who does the work, the tool or your engineers?
Both. DASHPORT automates assessment, LookML generation, and validation. SquareShift engineers review business-critical logic and exceptions, so automation handles the volume and experts handle the judgment.
What do we get from the free 48-hour assessment?
An assessment pack, a migration roadmap, and a proof plan: source inventory, complexity scores, risk flags, keep-refactor-migrate-sunset calls, migration waves, a DASHPORT versus manual estimate, and a 2-week POC plan for 10 key assets.
Do we need BigQuery to move to Looker?
No. Looker queries your existing warehouse where the data already lives. If you are also modernizing the warehouse, the assessment maps those dependencies so both moves are sequenced together.
Free 48-hour assessment

Ready to move off Qlik? Start with the evidence.

DASHPORT scans your Qlik estate and returns a scored inventory, migration roadmap, and proof plan in 48 hours, before any rebuild work begins.

Get the free Qlik assessment

You'll be talking to the senior engineer who'd do the work.

Free Qlik assessment