For data product owners
Data that stays accurate after launch.
Scraper broke again? Same company, three records? We build and run the collection, matching and refresh behind your product. Code you own.
Free 20–30 min call → written scope + fixed price for stage one in 2 business days. First stage from $5k.
181,000+ postcodes
10 ISP portals → one dataset with 1.8M+ data points, built for quarterly refreshes. For a global telecom strategy consultancy.
Read the case (opens in a new tab)515 projects · $2M+ billed
Top Rated Plus agency on Upwork · 98% Job Success (Oct 2026)
See our agency profile on Upwork (opens in a new tab)
Led by Eugene Tsaplin
Personally Upwork Expert-Vetted (top 1% of talent), Top Rated Plus, 100% Job Success.
Sound familiar?
Your customers shouldn't find the bad data first.
A source changed overnight
A site update breaks a scraper, and nobody notices until a customer does.
Stale between refreshes
Data that was right at launch drifts, and nobody can say what's current.
Same company. Three records.
Every source spells names and addresses its own way, so duplicates pile up.
A new source feels like a rebuild
Adding coverage means weeks of work on fragile code.
What you get
One team from source to product.
Checks on every source
Every source gets automated checks, so a break is caught by a check, not by a customer.
Duplicates matched into one record
Names, addresses and IDs from different sources are matched, so one company is one record.
Kept current
Each source refreshes on a schedule you agree.
The next source as a step, not a rebuild
New sources plug into the same pipeline as a planned stage with its own fixed price.
Delivered where you need it
Into your database, API or product.
Servers, accounts and code in your name
The repo and infrastructure live in your accounts from day one.
After launch
We keep it running.
Support plan from $750/month
- We flag a broken source within 24 hours.
- We fix it within 2 business days.
- Checks on every source, watched by our team.
Prefer to run it in-house? We hand it over with a runbook your team can follow.
Ask about support on your call
Published cases
Where we've done this before.
Scale · Telecom data
10 ISP portals, one dataset
For a global telecom strategy consultancy: 181,000+ postcodes · 10 ISPs · 1.8M+ data points · refreshed quarterly. Each portal had its own interface and address checks. The output is one normalized JSON/CSV matrix for GIS and BI tools.
Read the telecom case (opens in a new tab)Matching · Ad intelligence
Name variants, one cluster
In an ad-intelligence pipeline, brand name variants land in one cluster through semantic matching (PGVector and RapidFuzz), not string rules. Local pre-processing and caching cut API costs by 40%.
Many sources · Market data
200+ crawlers, one source of truth
Over 200 custom web crawlers collect data on hundreds of artists from social media, news and industry sites into one structured repository and dashboard, with continuous updates.
Read the artist data case (opens in a new tab)
“Their professionalism, technical prowess, and commitment to excellence make them invaluable partners.”
We automated their product listings. In their Clutch review, the client reported 75% fewer manual updates.
Read the review on Clutch (opens in a new tab)How we start
A fixed price before any work starts.
Free 20–30 min call
With Eugene. Tell us about your sources, what breaks and where the data goes.
Written scope + fixed price in 2 business days
For stage one. First stage from $5k.
Build, with a demo every week
Code and repo in your accounts from day one. A short demo every week, so you always know where things stand.
Every next stage, the same way
Its own written scope and fixed price before we start. You can stop after any stage.
Who you'll talk to
Two people, named up front.
Eugene Tsaplin
CEO · Senior AI Architect
You'll talk to him on the free call. Senior Architect with 20+ years of experience. Personally Upwork Expert-Vetted (top 1% of talent), Top Rated Plus, 100% Job Success.
Maria
COO
Your first point of contact. She emails you within 1 business day (US Eastern) to set up your call with Eugene.
“Eugene and Maria are phenomenal to work with and produce high quality work!”
Our engineering team works from Belgrade, Serbia. Meet the team
Questions data product owners ask
What happens when a source changes or breaks?
Every source we build gets automated checks. On a support plan (from $750/month), we flag a broken source within 24 hours and fix it within 2 business days. If you'd rather run it yourselves, we hand it over with a runbook your team can follow.
What if a source blocks access or changes its terms?
Before we build, we check each source's access, permitted use and terms, and we design collection to respect its rate limits. On a support plan, a blocked source is flagged within 24 hours like any other break. If a source can't be used within those limits, we propose a replacement as its own fixed-price step.
Who owns the code and the data?
You do. The repository, servers and accounts are in your name from day one, so if we part ways, everything is already with you.
How is it priced?
First stages start from $5k. After a free 20–30 min call, you get a written scope and a fixed price for stage one within 2 business days. Every next stage gets its own written scope and fixed price before we start, and you can stop after any stage. Support after launch starts from $750/month.
Can you work on our existing pipeline?
Yes. We can start with one part of it, for example the sources that break most often, after reviewing the code and how it runs today.
Where is the team, and how do we stay in sync?
Our engineering team works from Belgrade, Serbia. Maria replies within 1 business day (US Eastern), and you get a short demo every week.
Get a fixed price for stage one
Free 20–30 min call with Eugene Tsaplin, our CEO. Within 2 business days after the call, you get a written scope and a fixed price for stage one. First stages start from $5k.
What happens next
- Within 1 business day (US Eastern): Maria from our team emails you to set up the call.
- The call, 20–30 min, free: your product, your sources, and what accurate has to mean for your customers.
- Within 2 business days after the call: a written scope and a fixed price for stage one.
- If we go ahead: code and repositories in your accounts from day one, and a short demo every week. After launch, support from $750/month — issues flagged within 24 hours, fixed within 2 business days.
Who you'll hear from
Replies within 1 business day (US Eastern) and sets up your call.
Runs the call and signs off on your scope.
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