Run your analytics stack on a laptop

Our Products Offerings

Products Overview

Most analytics stacks assume you need a cloud data warehouse. For teams with less then 5 TB of analytical data, that assumption costs $100k-$1M/year and buys complexity you don't need. first table replaces it with a single binary: pull CDC Parquet from a remote source, model in embedded DuckDB, and export artifacts. Everything runs locally.

Analytics without the warehouse

First Table lets small teams work directly with governed Parquet data using embedded DuckDB and local compute.

Infrastructure

Managed or Unmanaged on AWS & GCP

pg-cdc

pg-cdc turns production PostgreSQL into governed Parquet without exposing the database

Multi Tenant
No return path
No database credentials
Governed by default
Open data format
Capacity & Saturation Forecasting
Performance Degradation Detection
Replication & WAL Risk Prediction

Infrastructure

Managed or Unmanaged on AWS

pg-warehouse

Local-first curation, validation, and publishing

Multi Tenant
Local DuckDB modeling
SQL-based transformations
Contract validation
Gold-layer Iceberg publishing
Incremental refresh
Developer-friendly workflows

Infrastructure

Managed or Unmanaged on AWS & Azure

Predictive AI Intelligence for SQL Server - Coming Soon!

Predict bottlenecks, capacity limits, and degradation trends across on-prem and managed SQL Server deployments.

Single Tenant & Edge Deployment
Normal State Behavior Modeling
Failure & Incident Prediction
Blocking & Deadlock Risk Detection
CPU & Memory Saturation Forecasting
Query Regression & Plan Instability Detection
I/O & TempDB Pressure Prediction
Replication & Availability Group Risk Forecasting
Maintenance & Index Debt Intelligence
Prescriptive Operational Guidance
Enterprise-Safe Deployment

Why Choose Predictive Insight?

Our AI driven agent moves beyond monitoring by learning each database’s normal

80% false alerts vs rule-based systems

AI Baseline · Behavior Modeling · Zero Thresholds

Behavioral Baseline Learning

The agent continuously learns what normal looks like for each database — across workload shape, concurrency, IO patterns, and query behavior — creating a living behavioral baseline instead of static thresholds.

Detects issues hours to days earlier

Drift Detection · Anomaly Prediction

Early Drift Detection

Detects subtle deviations in behavior — long before traditional metrics cross critical thresholds — identifying early signs of degradation, instability, or impending failure

Predicts failures 24–72 hours in advance

Predictive Analytics · Failure Forecasting · Risk

Failure Probability Forecasting

Instead of reacting to incidents, Predictive Insight assigns a probability of failure based on learned behavior trends — enabling teams to act while systems are still healthy.

Reduces alert fatigue by >60%

Decision Intelligence · Root Cause Signals

Actionable Intelligence (Not Alerts)

Every insight explains what changed, why it matters, and what to do next — turning raw signals into operational decisions instead of noisy alerts.

Ready to Get Started?

Every hour without learned behavior is lost foresight. Start predicting failures today.

Real Time Data

95%

Cost Savings

40%

Uptime SLA

99.9%

Email Support

24/7