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NextAI · v4 · operational EU-CY · EU-FRA · EU-AMS · US-IAD

Bots that forge the data your models learn from.

We build training-data crawlers and synthetic-dataset bots for AI labs and SaaS teams shipping their own models. Per-target tech stack — Playwright, headless Chromium, fetch‑h2, residential rotation — chosen by the agent, not by you.

Not a SaaS. We license the stack to a small number of partners.

Contact for licensing → How it works
nextai-agent · session 7f3a · eu-cy
live
_
NEXTAI://AGENT RUN_ID 7f3a-2026-05-02 NODE eu-cy-04
FIG.01 — agent run, target: shop.example.com → product training set
// 01 · capabilities

Four bot families. One stack.

Unlike a generic crawler, a NextAI deployment selects its tools per target. The agent fingerprints the site, picks the right rendering pipeline, and falls back automatically when blocked.

// 02 · architecture

The agent picks the stack, not you.

A NextAI run resolves a target into a tech-stack profile, then orchestrates fetchers, renderers, parsers, and validators end-to-end. You give us a target and a schema. We return training-ready data.

TARGET
url + schema
FINGERPRINT
signature → stack
PLAYWRIGHT
JS-heavy
CHROMIUM
render
FETCH-H2
API/JSON
RESIDENTIAL
rotated
EXTRACT
LLM + xpath
VALIDATE
dedupe · scrub · hash
EMIT
jsonl · parquet
◇ AUTO-SELECTED PER TARGET ◇ FAILS-OVER LIVE ◇ EMITS TRAINING-READY ROWS
— GENERIC CRAWLERS e.g. Firecrawl, ScraperAPI
  • One stack, applied to every target
  • You write the schema, the parser, and the cleanup
  • Output is web pages, not training rows
  • SaaS pricing per-page, no licensing
— NEXTAI licensed deployment
  • Stack chosen per target, swapped automatically
  • Schema, parsing, dedupe, scrub — handled by the agent
  • Output is JSONL ready for fine-tuning
  • Licensed — runs on your infra or ours, your data stays yours
// 03 · use cases

Who runs NextAI.

A handful of partners, anonymized. Each deployment is shaped to one workload.

// 04 · licensing

We don't sell access.
We license the stack.

NextAI runs as a small number of long-term partner deployments — not a self-serve product. Every license includes the agent runtime, the stack playbook, ongoing target-specific tuning, and SLA support.

CONTACT[email protected]
HQLimassol · Cyprus
RESPONSE< 48h on weekdays