We collect, refine, and package high-quality datasets, generate prompt libraries, and train models with strict privacy and safety controls. Designed for SMEs and startup teams who need pragmatic AI—not research projects.
High-quality data with provenance notes and versioning
Industry-specific prompts with evaluation suites
Automatic privacy protection in every pipeline
LoRA & instruction-tuning with RAG options
Toxicity, bias & jailbreak screening built-in
High-quality data with provenance notes and versioning
Industry-specific prompts with evaluation suites
Automatic privacy protection in every pipeline
LoRA & instruction-tuning with RAG options
Toxicity, bias & jailbreak screening built-in
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Ethical web collection, partner feeds, and customer uploads. Scheduler + retrievers with adaptive rate limits and failover. All sources tracked for provenance and license.
Deduplication, language detection, PII scrubbing, toxicity filters, topic/intent tagging, and human-in-the-loop QA for "gold" samples.
Bilingual prompt packs per vertical (marketing, support, real estate, retail). Includes style, tone, brand-safety and response-length controls.
Single-purchase industry packs with clear licensing and update cadence. Optional RAG-ready chunking + embeddings export.
Instruction-tuning & LoRA on curated sets. Metric tracking (helpfulness, safety, grounding), eval suites, and rollback to prior versions.
RAG APIs, retrieval schemas, and guardrail middleware. We help you wire it into apps or agents, then monitor drift and quality.
Every pipeline comes with built-in privacy, safety, and compliance controls
Automatic detection/removal of emails, phones, addresses, IDs, faces. Optional hashing/tokenization. PII never included in deliverables.
Only public/partner data with documented terms. We record provenance, timestamps, license notes, and block disallowed reuse.
Toxicity, bias & jailbreak screens; category allow/deny; Spanish/MX tone controls. Red-team prompts baked into QA runs.
Encrypted at rest (cloud buckets) and in transit (TLS). Signed links or VPC peering. Access is least-privilege.
We align with common principles (GDPR/CCPA-style data minimization & purpose limits). DPA available on request.
Dataset cards list sources, filters, and known caveats. Versioned releases with changelogs for reproducibility.
Need data without a monthly plan? Purchase exactly what you need, when you need it.
Ideal for teams with their own processing pipelines who need quality source data.
Get Raw DataProduction-ready data with all guardrails applied. Perfect for LLM fine-tuning.
Get Refined DataOngoing data processing with full support. Fair-use: GB refers to pre-compression input volume processed within the month.
Includes license & provenance notes. Optional embeddings +$49.
LoRA planning + supervised runs. Metrics, evals, rollback, and model card included. (Excl. cloud compute)
RAG wiring & guardrail setup. Fixed-bid available after a short scoping call.
All currency is USD. Taxes, cloud costs, and marketplace fees billed at actuals where applicable.
REST endpoints for dataset manifests, signed downloads, and RAG retrieval. Optional embeddings export (FAISS/PGV/Cloud). Webhooks for update events.
We support instruction-tuning & LoRA on top models; RAG stacks with bilingual retrievers; and guardrail middleware for prompts & responses.
Request API Accesscurl -X GET \
"https://api.thedatafactory.dev/v1/datasets" \
-H "Authorization: Bearer $API_KEY" \
-H "Content-Type: application/json"
# Response
{
"datasets": [
{
"id": "mkt-es-2024",
"vertical": "marketing",
"language": "es-MX",
"records": 50000
}
]
}Ready to power your AI with curated data? Let's talk.