MinTax.
An AI document-classification workflow we co-own with a UK tax adviser: expense data in, HMRC-rule classification out, a PSA-ready analysis at the end.
Read the case study →Your team does it by hand. We make it run on its own.
Bravko is an automation engineering studio. We build AI workflows, browser automation, and data pipelines for e-commerce teams that are done with manual data work.
Two weeks free for our first three clients. A nightly comparison of your prices against the competitors you name, on your own dashboard. From £400 a month after that.
No lock-in. Cancel monthly. You keep the code.
Daily price check Demo data
| Product | Retailer A | Retailer B | Retailer C | Spread |
|---|---|---|---|---|
| SKU 1041 | £24.00 | £22.50 | £25.00 | £2.50 |
| SKU 1042 | £18.00 | £18.00 | £17.50 | £0.50 |
| SKU 1043 | £42.00 | £45.00 | £41.00 | £4.00 |
| SKU 1044 | £9.50 | £9.00 | £10.00 | £1.00 |
| SKU 1045 | £63.00 | £59.00 | £66.00 | £7.00 |
| SKU 1046 | £31.00 | £31.50 | £30.00 | £1.50 |
Sound familiar?
- Someone on your team checks competitor prices in a spreadsheet. Again.
- Product data arrives messy and gets cleaned by hand.
- The Monday report is a human copying numbers between tools.
- Your systems do not talk to each other, so people re-type what machines already know.
Every one of these is a pipeline we have built before.
What we build
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AI workflows
Messy data in, clean structured output out. Document processing, catalog enrichment, classification and extraction pipelines built on LLMs, with validation and QA so the output is trustworthy enough to act on. Not chatbots. Working pipelines.
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Browser automation and data pipelines
Price and competitor intelligence, market monitoring, product feeds, scheduled collection at scale. Built with Playwright and Python, engineered to survive site changes, and pointed only at data we can collect compliantly.
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Run and monitor
Automation is not a launch, it is an operation. We run what we build: uptime and drift monitoring, alerting, fixes and iteration on a monthly retainer, so it still works in month six.
Live proof, not slides
Pricewatch.
Competitor price intelligence that runs every night against public retail sites: a polite collector, tiered product matching, a defensible spreadsheet and a dashboard each morning.
Read the case study → See the live demo →Everything above runs on the same stack we ship to clients.
Every number, computed. Nothing estimated.
How it works
-
Two weeks free.
For our first three clients. A nightly comparison of your prices against the competitors you name, on your own dashboard, for two weeks at no cost. If you are happy with it, we ask for a testimonial.
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Run.
From £400 per month after the two weeks. We operate, monitor and improve what we built. Cancel monthly, no lock-in.
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Build.
When you want more. Typically from £4,000, scoped individually: integrations with your stack, more dashboards, alerting, documentation, handover.
Start with the two free weeks. Nothing to approve, and real enough to prove the value.
What lands in your inbox at 8am
Price watch · Tuesday · 3 changes, 1 stock-out
VitaBloom dropped Omega-3 1000mg to £14.99 (you're at £16.49).
TrueRoot is back in stock on Magnesium Glycinate.
You're cheapest on 41 of 120 tracked products, pricier on 22.
- Tracked
- 120
- Cheapest
- 41
- Pricier
- 22
- Stock-outs
- 1
| Product | Your price | Competitor | Gap |
|---|---|---|---|
| Omega-3 1000mg · 90VitaBloom cheaper | £16.49 | £14.99 | −£1.50 |
| Magnesium GlycinateBack in stock | £12.99 | £13.49 | +£0.50 |
| Vitamin D3 4000IUYou are cheapest | £8.99 | £9.49 | +£0.50 |
| Creatine 500gTrueRoot cheaper | £19.99 | £18.75 | −£1.24 |
Plus a dashboard with full history, alerts within the day on your top 20, and a spreadsheet export any time.
Why teams pick us
-
The engineer you talk to is the engineer who builds.
No account managers, no handoffs, no juniors hiding behind a brand.
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Production discipline.
Error handling, retries, monitoring and alerts ship with every project, because automation that silently breaks is worse than none.
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You keep the code.
Everything lands in your repos and, where possible, your infrastructure. Leaving us is easy, which is why clients stay.
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Senior work without London rates.
We are a remote studio on UK hours, and our cost base is not Shoreditch.
| Criterion | Tool (n8n, Zapier) | Freelancer | Agency | Bravko |
|---|---|---|---|---|
| Price | subscription plus your team's time | hourly, open-ended | £10K+ minimums | two weeks free, then from £400 a month |
| Who builds it | you | one person | a team behind an account manager | the engineer you spoke to |
| Month six | if you maintain it | your problem after handover | on a retainer | monitored, from £400 a month |
| Sites that fight back, messy data | limited | varies | yes | yes |
| You keep the code | n/a | sometimes | varies | always |
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Tool (n8n, Zapier)
- Price
- subscription plus your team's time
- Who builds it
- you
- Month six
- if you maintain it
- Sites that fight back, messy data
- limited
- You keep the code
- n/a
-
Freelancer
- Price
- hourly, open-ended
- Who builds it
- one person
- Month six
- your problem after handover
- Sites that fight back, messy data
- varies
- You keep the code
- sometimes
-
Agency
- Price
- £10K+ minimums
- Who builds it
- a team behind an account manager
- Month six
- on a retainer
- Sites that fight back, messy data
- yes
- You keep the code
- varies
-
Bravko
- Price
- two weeks free, then from £400 a month
- Who builds it
- the engineer you spoke to
- Month six
- monitored, from £400 a month
- Sites that fight back, messy data
- yes
- You keep the code
- always
For agencies
Overflow capacity on your paper. Senior Playwright, Python and LLM pipeline work, delivered white-label, day rate or fixed bid. If a build is stuck waiting on capacity, that is our favourite kind of email: info@bravko.com
Who is behind this
Bravko is run by Mostafa Badr, a senior full-stack engineer who has spent 9 years building scraping systems, automation pipelines and web platforms for clients across Europe. He also runs his own production platform with thousands of daily users, built and operated end to end. He writes the code on your project.
Self-taught since his teens, shipping ever since.
FAQ
Is the data collection legal?
We work with publicly available data, follow a compliance checklist per source, and design collection to be respectful: rate limits, no login walls, no personal data without a lawful basis. If a request crosses a line, we say no and propose an alternative.
Where are you based?
Cairo, working UK hours. Contracts and invoicing run through Bravko LLC, payments by bank transfer or card. Time zone overlap with the UK is a full working day.
What stack do you use?
Python, Playwright, FastAPI, Postgres, and the LLM provider that fits the job. Deployed to your cloud or ours. Code delivered to your repositories with documentation.
What happens if the two weeks do not deliver?
You have paid nothing and you owe nothing. No retainer obligation, no hard feelings. Our bet is that you will want to keep it running.
How do you handle our internal data?
Least-privilege access, NDAs as standard, read-only credentials wherever possible, and EU data stays where your compliance needs it.
How fast can we start?
Monitoring usually starts within one week of the call.
Send us one manual process
Email us the most repetitive data job your team does. We will reply within one working day with how we would automate it, what it costs, and how long it takes. If it is not worth automating, we will tell you that too.
or write to info@bravko.com