Data Processing — Maestro

Maestro

Your data team shouldn't spend a week doing what should take a morning.

Maestro takes files from any partner, in any format, and turns them into a single clean dataset — ready for your analysts in hours. No code, no developers, no waiting.

Your team is drowning
in data chaos — weekly.

Every week, files arrive. Every week, someone spends days manually cleaning what should take hours.

Every Partner, A Different Format

Files arrive from multiple partners every week — each one structured differently. CSV here, TSV there, inconsistent column names, mismatched date formats. No standardization, no predictability.

5–10×Average number of incompatible formats per data batch

Days Lost to Manual Processing

Someone has to open each file, clean the data, fix inconsistencies, combine everything, and hope they didn't miss anything. What should take hours stretches into days — sometimes a full week.

1 weekAvg. time lost per data cycle before Maestro

Manual Errors Kill Decisions

Human hands on every file means human errors in every output. Your analysts get bad data. Your business teams make decisions on incorrect figures. And nobody finds out until the damage is done.

Every timeAutomated rules run consistently — manual steps don't
A typical week without Maestro
Monday
Files arrive from 5 partners in 5 different formats
Tue–Wed
Manual cleaning, fixing headers, standardizing date fields
Thu
Combining files, discovering errors, re-doing work
Friday
Analysts finally get data — maybe with mistakes still in it

Maestro turns messy files into
clean data — in hours.

A data processing platform built for the people who actually handle the data — no developers, no code, no waiting.

Maestro — Processing Pipeline
Input Files5 partners detected
partner_abc.csv Mapped
xyz_q4.tsv Mapped
jkl_royalties.csv Processing
Transformation Rules12 rules active
Normalize date columns → ISO 8601
Map "track_id" → "asset_ref" (universal)
Strip currency symbols, cast to DECIMAL
9 more rules configured…
Clean OutputReady in S3
royalties_unified_2024_q4.parquet284,392 rows · 18 columns · 0 errors
Parquet

Three steps from chaos
to clean, analysis-ready data.

No developers needed. No deployments. No code changes. Just your team and a browser.

01

Upload Your Files

Drag and drop data files from any source — CSV, TSV, any format. Maestro ingests them all without complaint. No pre-formatting required from your partners.

  • Any file format accepted
  • Multiple partners in one batch
  • Automatic format detection
02

Configure Your Rules

Use the browser interface to set up transformation rules — how to clean, rename, validate, and combine your data. Set rules once, reuse them every cycle. No developers required.

  • Visual rule builder — no code
  • Validate, map, normalize
  • Save & reuse rule sets per partner
03

Get Clean Data, Ready to Use

Within hours, Maestro outputs a unified, clean Parquet dataset stored directly in S3 — ready for your analysts to query, your BI tools to visualize, and your business to act on.

  • Unified Parquet output in S3
  • Zero errors, zero manual review
  • Analysis-ready in hours

One royalty team. Five partners.
From one week to three hours.

Before Maestro~5 days
1
Monday: 5 files arrive. 5 different formats. One person assigned to deal with it.
2
Tue–Wed: Manual cleaning. Headers renamed by hand. Date formats fixed one by one. Currency fields stripped.
3
Thursday: Attempted to combine files. Found more inconsistencies. Redo two of them. Losing hope.
4
Friday: Data finally delivered — with undetected errors still in it. Analysts find mistakes next week.
With Maestro~3 hours
1
9:00 AM: All 5 partner files uploaded to Maestro in a single batch. Format detection is automatic.
2
9:20 AM: Saved transformation rules applied — the same rules configured once, months ago. One click to run.
3
11:45 AM: Unified clean dataset lands in S3. 284,392 rows. 0 errors. Analysts notified automatically.
4
Afternoon: Analysts are already working with clean data. The whole week just became a morning.
95%
Reduction in manual processing time
0
Lines of code to configure Maestro
3hrs
Average time from upload to clean data
10×
Faster than manual processing workflows

Built for the people who
actually deal with the data.

You don't need to be technical to use Maestro. You just need to know what good data looks like — and care that it gets there on time.

Data & Operations Teams

You're the ones opening the files, cleaning the mess, and chasing down errors every cycle. Maestro puts that entire process on autopilot — so you're back to doing the work that actually moves the needle.

  • Run on your own schedule
  • No engineering tickets
  • Rules you set, working every time

Partner & Account Managers

Every partner sends data in their own format, on their own timeline. Set the rules once for each partner — and from that point on, it just works. No more chasing IT every time a file comes in differently.

  • One setup per partner, done
  • No format surprises
  • Full visibility into what's processing
30-Minute Demo With Your Actual Data

Ready to see how much time
your team could save?

Let's schedule a 30-minute demo with your actual data files. You'll see exactly how Maestro handles your specific workflow — and how quickly you can go from chaos to clarity.