Trusted data first
We clean up the definitions, models, and ownership behind the numbers so teams can stop debating the source of truth.
Data engineering consulting · Data crisis response
I'll stabilize your data systems—without charging for the rescue.
When your data is in crisis, I'll step in and get it under control. If I earn your trust, we can work together on the long-term architecture, analytics, and workflows.
No fee for the rescue. You only hire me if you want help with what comes next.
Shared
Business
Model
Business
Model
CRMcustomers
Financerevenue
Productevents
Opsworkflow
AIassistants
Dashboardsdecisions
Workflows people use
Data creates value when it shows up in the operating rhythms, tools, and decisions your team already depends on.
Action over reporting
Dashboards are useful when they lead to clear ownership, timely decisions, and work that actually changes.
Operating layer
We connect the data model to the way work actually gets done.
Modern data work is not just pipelines and dashboards. It is the architecture, definitions, interfaces, and workflows that let teams act from the same understanding.
Before
Conflicting metrics
Manual exports
Unclear ownership
Dashboard debates
Flux layer
Modern architecture
Trusted analytics
Team workflows
Operating rhythm
After
Shared numbers
Usable workflows
Clear decisions
Actions that matter
Data engineering services
Modern data architecture, analytics and workflows.
Practical consulting for teams that need trusted numbers, clearer decisions, and systems people can actually use.
Data engineering & architecture
Warehouses, pipelines, contracts, and models that make data easier to trust, change, and operate.
Analytics engineering
Shared definitions and metrics that reduce debate and help teams make decisions from the same numbers.
Data workflow design
Dashboards, internal tools, and workflow surfaces designed around the way decisions and handoffs actually happen.
AI & workflow automation
AI and workflow automation applied where the process, data model, and ownership are clear enough to support action.
Who we help
Senior data help for the gap between startup tools and an enterprise team.
Flux is built for growing companies—often Series B/C or roughly $10M–$100M in revenue—that have outgrown a basic data setup but still need a practical, hands-on partner.
Critical pipelines or dashboards keep failing
Teams disagree about metrics and source-of-truth data
Manual exports and spreadsheet handoffs are slowing operations
A growing company needs senior architecture without building an enterprise data team
Experience you can inspect
Battle-tested patterns, applied at the scale you actually need.
Flux is led by Joe Han, Founder and Principal Consultant. The practice brings data engineering experience shaped at Meta, Google, and Amazon to focused projects where architecture and implementation must move together.
No giant transformation program.
Start with the failure or decision that matters most. Stabilize it, make the underlying model explicit, and build only what the business can operate.
About FluxCommon questions
What working with Flux looks like.
Straight answers before you spend time on a sales process.
What counts as a data crisis?
A broken pipeline is one kind. Conflicting revenue numbers, a board report nobody trusts, runaway warehouse cost, or a workflow held together by manual exports can be just as urgent.
What does the initial rescue cost?
The crisis-response rescue is free. Once the immediate problem is stable, you decide whether Flux should help with the longer-term architecture, analytics, or operating workflow.
Do you replace the existing team or stack?
No. Flux works with the systems and people already in place, makes the smallest useful intervention first, and leaves the operating model clearer than it was found.
Who is the best fit?
Growing companies—often in the Series B/C or $10M–$100M revenue range—that have outgrown a basic data setup but do not need a large enterprise consulting team.
Contact
Bring the messy version.
A useful first conversation usually starts with the current spreadsheet, dashboard argument, automation idea, or workflow nobody quite owns. We help turn it into trusted data, usable workflows, and decisions your team can act on.
info@flux-data.com
Flux Data Consulting
Flux Data Consulting