Mpingo Systems LLC — Charlotte, NC

Precision tools
for data and decisions.

We build data infrastructure and decision intelligence software for professionals and organizations that depend on accuracy, evidence, and sound judgment.

See what we build →

Products

Data Infrastructure

SafeSQL Pro

"SQL that runs is the most dangerous SQL."

A pre-execution semantic validation layer that sits between your editor and your database. It catches the errors that syntax checkers miss — wrong JOINs that silently inflate row counts, AI-hallucinated column references, aggregates applied after fan-out — before they corrupt a dashboard, a report, or a model.

  • 36 deterministic detectors — AST-based, zero false positives, no AI in the detection layer
  • Synthetic proof — runs your query on schema-matched data, shows exact row inflation
  • Ships where you work — GitHub Action, CLI, REST API, schema connectors for PostgreSQL, BigQuery, Snowflake
  • Built for AI-generated SQL — 1-in-4 LLM queries has a semantic error; SafeSQL Pro is the guardrail
safesqlpro.dev — v0.9.1, 342 tests

Decision Intelligence

RealityDB Atelier

Business judgment develops through practice in realistic environments.

A platform for developing and measuring business judgment through realistic enterprise investigations. Learners investigate synthetic companies, analyze evidence, identify root causes, and deliver executive recommendations backed by data.

  • Six enterprise investigations
  • Real PostgreSQL environments
  • AI-assisted coaching
  • Competency-based evaluation
atelier.realitydb.dev

Developer Tool Coming Soon

RealityDB Sandbox

SQL tools for learners, teams, and hiring.

Production-scale synthetic datasets across SaaS, FinTech, Healthcare, and E-Commerce — ready to query in the browser with no account required. Built for SQL education, team assessments, and candidate evaluation pipelines.

  • 9 dataset templates — up to 50K rows, instant in-browser access
  • Hiring & assessment mode — structured SQL challenges with scoring
  • Powered by RealityDB — the same synthetic data engine behind SafeSQL Pro and Atelier
sandbox.realitydb.dev

Built for real work.

Mpingo Systems builds software at the intersection of data infrastructure, decision-making, and education. Our products help analysts, engineers, students, and organizations work with greater confidence, make better decisions, and learn from realistic environments.

Based in Charlotte, North Carolina.

eddy@mpingo.ai →