16 years of data. Now AI-native.

We turn messy data into
AI-ready intelligence.

SanFire has been cleaning, structuring, and perfecting data since 2010. Now we do it with autonomous AI agents, dedicated servers, and the kind of precision that only comes from doing this for 16 years straight.

Start a Project See Our Services

16+

Years in Data

50M+

Records Processed

99.7%

Accuracy Rate

AI+Human

Hybrid Pipeline

What We Do

Data services that
actually ship results.

Every service we offer has been battle-tested across thousands of projects. We don't just clean data — we make it work for AI.

🧹

Data Cleaning & Preparation

Transform raw, messy datasets into clean, structured, AI-ready data. Deduplication, normalization, format standardization at scale.

Core Service
🎯

Data Labeling & Annotation

Expert human annotators label your data with surgical precision. Image classification, NER, sentiment analysis — supervised learning ready.

AI Training
🔍

Data Quality Assurance

Validate and improve existing datasets. We identify errors, inconsistencies, biases, and gaps your models can't afford.

Quality
🔄

Data Transformation & ETL

Convert between formats, migrate databases, build automated pipelines. CSV to JSON to Parquet — whatever your stack needs.

Pipeline
🤖

AI-Assisted Processing

Our autonomous AI agents handle repetitive tasks 24/7 — with human oversight for edge cases. Faster throughput, same precision.

AI-Native
🔒

Secure Data Handling

On-premise processing on dedicated servers. Your data never leaves controlled infrastructure. NDA-backed, audit-ready.

Security
Our AI Edge

16 years of human expertise.
Now augmented by AI.

We rebuilt our entire pipeline with autonomous agents, dedicated infrastructure, and the operational intelligence to run it all 24/7.

⚡

Autonomous AI Agents

Multi-agent swarms handle data cleaning, validation, and annotation in parallel — on dedicated servers around the clock.

🧠

Human-in-the-Loop QA

AI handles volume, humans handle judgment. Every edge case has experienced eyes on it.

🖥️

Dedicated Infrastructure

Your data processes on our servers — not shared cloud. Full control, full speed, full privacy.

🔧

Custom AI Workflows

Bespoke automation using Cowork, OpenClaw, and custom orchestrators — tailored to your exact data needs.

sanfire-pipeline v4.2
$ sanfire process --dataset client_raw.csv
 
▶ Initializing pipeline...
▶ Agent swarm deployed [6 agents]
▶ Deduplication: 12,847 duplicates removed
▶ Format normalization: complete
▶ Outlier detection: 234 flagged for review
▶ Human QA: 18 edge cases resolved
▶ Validation score: 99.7%
 
✓ Pipeline complete. 847,291 records processed.
✓ Output: client_clean.parquet
 
$
The Numbers

Built on real volume,
not pitch decks.

We've been doing this since before "AI training data" was a category.

0
Years of Operations
Since 2010
0
Records Processed
Across all projects
0
Accuracy Rate
Verified by clients
0
Processing Uptime
AI agents never sleep
How We Work

From raw data to
production-ready in days.

No lengthy onboarding. No complex contracts. Send us your data, we send it back clean.

01

Share Your Data

Send us a sample dataset via secure transfer. We assess complexity within 24 hours.

02

Custom Pipeline

We design an AI+Human pipeline tailored to your data type and quality needs.

03

Process & Validate

AI agents handle volume. Human experts handle quality gates. Every record verified.

04

Deliver & Iterate

Clean data in your format. Ongoing support for recurring pipelines.

Trusted by teams building with AI
Get in Touch

Ready to make your
data actually work?

Tell us about your dataset. We'll tell you how fast we can clean it.

reachus@sanfire.in

Drop us a line with your data challenge. We respond within 24 hours with a concrete plan — no generic sales pitches, just solutions.

Contact Form
📧 reachus@sanfire.in
🌍 sanfire.in
⏰ Response < 24h