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Specializations

Two things we're especially known for.

Independent practices we've built deep muscle in. Each one solves a very specific problem really well, with the same team and the same standards.

Specialization 01 Data movement

Data your team can actually trust.

Most data problems aren't about volume - they're about confidence. We build pipelines that move millions of records a day with full audit trails, automatic retries and back-pressure, so your dashboards and downstream systems are never quietly wrong.

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    Every record accounted for. Full provenance and lineage on every event - you can trace any number on a dashboard back to where it came from.
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    Failures handled, not hidden. Built-in retries, dead-letter queues, alerting and visual flow control. No silent drops, no 3am Slack panic.
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    Changes ship in hours, not sprints. Flow-based design means adding a new source, transformation or destination doesn't require a rewrite.
300+ connectors out of the box Real-time & batch Powered by Apache NiFi Learn more
Specialization 02 Collection & scraping

Turn the open web into your private data feed.

A lot of the information that should drive your business lives outside your stack - on the public web, in social channels, in public records, behind APIs you didn't build. We design collection systems that pull it in continuously, clean it up, and make it searchable and alertable for your team.

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    Scrape almost anything, reliably. Websites, marketplaces, public records, MLS, social channels (including Telegram, Reddit, RSS). Headless browsers, proxy rotation, anti-bot patterns handled.
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    Normalize, enrich, dedupe. Raw scraped data becomes a clean, queryable feed - entities resolved, duplicates collapsed, fields validated.
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    Search, classify, alert. Full-text search across everything you've collected, AI classification to surface what matters, real-time alerts to email, Slack or your CRM.
Web & API scraping Social & channel monitoring Compliance-aware Custom dashboards included
05 AI in practice

Less hype.
More throughput.

We don't sell “AI strategy”. We ship agents that handle the work you'd rather not - inbound triage, reconciliation, support, research - wired into the tools your team already lives in.

Live workflow · agent.ts
Result
10 Get in touch

Have something worth building?
Let's talk.

Most projects start with a 30-minute call to figure out if we're a fit. No pitch deck, no AE, no follow-up sequence - just a conversation.

Start the form Book a 30-min intro
EmailProject form → StudioMiami, FL · USA →