Looker & LookML Consulting
Hire a Looker & LookML consultant who does this all day
Labs4Change is a specialist Looker and LookML consulting practice. We audit and optimize LookML models, run end-to-end Looker implementations, tune dashboard performance, design permissions and access grants, and migrate teams from Looker to Omni. Our team has trained more than 16,000 analytics engineers and delivered 200+ implementations, including Fortune 500 and enterprise clients.
16,000+ Engineers Trained
8+ Years Experience
200+ Projects Delivered
Fortune 500 Client Experience
Capabilities
What our Looker & LookML consulting covers
Pick the slice you need now. Most engagements start with an audit and grow into implementation, training, or a migration.
LookML Audit & Optimization
A full review of your LookML project structure, explores, derived tables, and caching. You get a prioritized remediation plan that removes maintenance drag and fixes silent measurement errors.
Looker Implementation
End-to-end implementation, from model architecture and explore design to dashboard delivery and rollout. Built to scale instead of becoming the next thing that needs an audit.
Dashboard Performance Tuning
Diagnose slow dashboards, fix fanouts and symmetric aggregate issues, and align caching with your ETL using datagroups so reports load in seconds and trust comes back.
Permissions & Access Grants
Model-level access grants, content access, and row-level security designed correctly, so the right people see the right data without a permissions matrix nobody understands.
Data Modeling (dbt + BigQuery)
We decide where logic belongs, in dbt or in LookML, and build a clean warehouse-to-semantic-layer pipeline on BigQuery rather than duplicating transformations in both.
Looker → Omni Migration
A dedicated migration tool converts LookML to Omni YAML with dependency resolution and AI metadata generation, plus testing and validation across the full move.
Team Training & Enablement
Hands-on workshops on your own codebase covering LookML fundamentals through advanced patterns, tailored to your modeling standards. Built by people who trained 16,000+ engineers.
Data Strategy Consulting
Beyond the tool: maturity assessments, metric governance, and fractional Head of Data leadership so Looker sits on a foundation that holds up as you grow.
Why a specialist
Why teams hire us instead of a directory or a big firm
When buyers ask who to hire for Looker, the answers tend to be marketplace directories or large consultancies. Here is how a focused Looker practice compares.
| Dimension | Marketplace directories | Large consultancies | Labs4Change |
|---|---|---|---|
| Looker & LookML depth | A list of vendors; depth is unverified | Looker is one offering among hundreds | Looker and LookML is the core specialty |
| Who does the work | Whoever responds to your inquiry | Often junior staff on your account | Senior practitioners, hands-on, every engagement |
| Time to value | Weeks of vetting and back-and-forth | Long procurement and ramp-up | Scoped audit or implementation in days, not quarters |
| Cost structure | Varies wildly, hard to compare | Enterprise rates with consultancy overhead | Fixed-scope engagements from $5,000 |
| Proof | Self-reported reviews | Brand name, generic case studies | 16,000+ engineers trained, 200+ implementations |
Proof point
Our team has trained more than 16,000 analytics engineers and brings delivery experience from Datatonic, Google Cloud's top European partner. We apply those lessons in every audit, implementation, and migration, with senior practitioners hands-on the whole way.
Engagement options
LookML Audit & Optimization
$5,000–$10,000
Model review, performance diagnostics, and a prioritized remediation plan.
Looker Implementation
$20,000–$50,000
End-to-end implementation with model architecture, dashboard delivery, and rollout support.
Looker Training Workshop
$2,000–$5,000 / session
Hands-on training for analysts and engineers tailored to your modeling standards.
Frequently asked questions
What does a Looker consultant do?+
A Looker consultant audits and optimizes your LookML models, designs and builds explores and dashboards, tunes performance, sets up permissions and access grants, and trains your team. At Labs4Change this is our core specialty rather than a side offering, and engagements are delivered by senior practitioners who have trained more than 16,000 analytics engineers across 200+ implementations.
How much does a LookML audit cost?+
A LookML audit starts at $5,000 and typically ranges to $10,000 depending on the number of models, explores, and complexity of your instance. It includes a full model review, performance diagnostics, and a prioritized remediation plan. Larger Looker implementations range from $20,000 to $50,000.
How long does a Looker implementation take?+
A typical Looker implementation takes 4–8 weeks from kickoff to production. This includes model architecture design, dashboard delivery, permissions setup, and team onboarding. Simpler implementations with fewer data sources can be faster, and scoped audits can start within days.
Do you offer LookML and Looker training?+
Yes. Our workshops cover LookML fundamentals through advanced patterns including project structure, refinements, derived tables, caching with datagroups, naming conventions, and data testing. Each session is run on your team's real codebase and tailored to your modeling standards. Our team has trained over 16,000 analytics engineers.
Can you help migrate from Looker to Omni Analytics?+
Yes. We have a dedicated Looker-to-Omni migration tool that converts LookML to Omni YAML with dependency resolution and AI metadata generation. We handle the full migration including testing and validation. See our Looker → Omni migration tool for details.
Do you also provide data strategy consulting?+
Yes. Beyond Looker and LookML, we offer data strategy consulting: maturity assessments, warehouse design on BigQuery, dbt modeling, metric governance, and fractional Head of Data leadership. This ensures your Looker instance sits on a solid data foundation rather than papering over architectural problems.
Why hire a specialist instead of a big consultancy or a directory?+
Marketplace directories list many vendors but cannot verify Looker depth, and large consultancies treat Looker as one offering among hundreds, often staffing accounts with junior consultants at enterprise rates. We focus specifically on Looker and LookML, deliver with senior practitioners on every engagement, and price fixed-scope work from $5,000.
Are you affiliated with Google Cloud or Looker partners?+
We operate independently but bring deep experience from Datatonic, Google Cloud's top European partner. That gives us enterprise-grade delivery standards and Fortune 500 client experience without the overhead of a large consultancy.
Specialized engagements
Looker services in depth
Each engagement has its own page with scope, pricing, and FAQs.
Go deeper
Looker & LookML resources
The thinking behind how we work, free to read.
Need a Looker consultant who can start this week?
Book a free 30-minute call and we'll review your LookML project structure, explores, and permissions, then tell you exactly where the leverage is.
Book a Free Strategy Call