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Open-Source First Data Solutions

End-to-End Data Services - From Raw Data to Real Decisions

We handle everything from basic data cleanup to advanced analytics and AI pipelines — using only secure, scalable, open-source technologies.

Our Data Services

From basic data cleanup to advanced analytics — we handle every stage of your data journey.

01
Foundation Layer

Foundation Data Services

We start where most data problems begin — scattered files, inconsistent formats, and unreliable records.

Services Covered:

  • Data entry & digitization
  • Data cleaning & validation
  • Deduplication & standardization
  • CSV / Excel / PDF → Database
  • Data updates & maintenance

Open-Source Tools:

PostgreSQLMySQLPythonPandasOpenRefine

"Clean data is not optional — it's the foundation for every decision you make next."

Fix the Messy Data ( Data Normalization )

Before
John Smithjohn@email.com555-1234
John Smithjohn@email.com(555) 1234
J. SmithJOHN@EMAIL.COM555.1234
After
John Smithjohn@email.com(555) 123-4234
02
Operational Layer

Operational Data Services

Once your data is clean, we make it work together — across systems, teams, and workflows.

Services Covered:

  • Database design & normalization
  • ETL pipelines
  • Data migration
  • Reporting & dashboards
  • API-based data integration

Open-Source Tools:

Apache AirflowdbtPostgreSQLMetabaseFastAPI

"We don't just move data — we design pipelines that scale as your business grows."

Build a Data Pipeline

Source
Transform
Database
Dashboard
03
Scalability Layer

Scalable Data Engineering

When data volume, speed, or complexity increases, architecture matters.

Services Covered:

  • Data warehouses & lakes
  • High-availability databases
  • Streaming data pipelines
  • Performance optimization
  • Large-scale migrations

Open-Source Tools:

Apache KafkaSparkTrinoDelta LakeClickHouse

"We design systems that don't break when your data grows — they get stronger."

Scale the System

Data Volume
GB → TB → PB
Single Database
Distributed System
04
Insight Layer

Analytics & Intelligent Systems

Data only matters when it drives decisions. We turn data into insights, predictions, and automation.

Services Covered:

  • BI dashboards
  • Advanced analytics
  • Forecasting & modeling
  • ML pipelines
  • Embedded analytics

Open-Source Tools:

PythonScikit-learnMLflowSupersetJupyter

"From reporting to prediction — we help you move from hindsight to foresight."

Ask the Data Demo

Interactive data visualization appears here

05
Trust Layer

Governance, Security & Compliance

As data grows, so does responsibility. We ensure your data is secure, compliant, and trustworthy.

Services Covered:

  • Data governance frameworks
  • Role-based access
  • Data lineage & audits
  • Masking & anonymization
  • Compliance readiness

Open-Source Tools:

Apache RangerGreat ExpectationsOpenMetadataVault (OSS)Keycloak

"Trust in data comes from transparency, control, and governance — not assumptions."

Who Can Access What?

Data Analyst
Read Only
Data Engineer
Read/Write
Admin
Full Access
Customer Data
Masked
Sales Data
Visible
Financial Data
Restricted

Our Open-Source Stack

We choose open-source not because it's free — but because it's powerful, transparent, and proven.

🐘

PostgreSQL

Relational
🐬

MySQL

Relational
🍃

MongoDB

Document

ClickHouse

Analytics
🔴

Redis

Cache

Why Clients Choose Us

No vendor lock-in

Your data architecture remains fully portable and under your control

Fully open architecture

Complete transparency with battle-tested open-source technologies

Custom-built, not templated

Solutions designed specifically for your data challenges and workflows

Scales from MVP to enterprise

Architecture that grows with your business without major rewrites

Clear documentation & ownership

Full knowledge transfer and documentation for your team

Ready to See Your Data Work for You?

From messy spreadsheets to scalable data platforms — without locking you into expensive tools.