# Data & AI POV

Shaping the future of AI, ML, and data. Sharing what works.

## Scale AI Quality with LLM Judges

Reprocessing Requests Cut 50%+

## Argus: Self-Service Data Access

Governance Without the Bottleneck

## AI Development Governance

Govern AI before it scales

## Powering Growth With Unified Data

One Platform for Analytics and AI

## AI Governance Advantage

Governance powers production AI

## Agent Sprawl

100+ agents demand governance

## AI Observability

Visibility builds trusted AI

## Agent Identity

AI agents need identities

## Agent Governance

Governed AI scales agents

## AI Governance Framework

5 layers of AI governance

## Factored: OpenAI Select Partner

Scaling AI Solutions with OpenAI

## CTO's Guide to AI Coding

5 controls for trusted AI coding

## AI Coding Governance

AI code needs governance

## AI Engineering Governance

Govern AI-assisted development

## AI Guardrails Playbook

6 guardrails for trusted AI

## The Architect Era

95% of code may be AI by 2030

## SpaceX Joins the AI Coding Race

230K GPUs power AI coding

## Alan Turing's Legacy

Why Pride Still Matters in Technology

## AI Engineers Are SWEs

Building AI that actually ships

## The AI Coding Velocity

20–40% productivity gains QoQ

## The Data Readiness Edge

30–50% lower operating costs

## The Autonomy Advantage

AI teams ship 2–3x faster

## Production-Ready DataOps

100+ pipelines, zero incidents

## Geospatial Pipelines, Optimized

35 min vs 12 hrs at 1/20th cost

## Resume Parsing Evaluation Gap

Measure what matters across systems

## Supply Chain Attacks Are Default

Prevent compromise and control the blast

## Multilingual Data Quality

2× data consistency across 50+ langs

## Snowflake Select Partner

High-impact data and ML solutions

## LGBTQ+ Bias in Generative AI

Uncovers harmful model stereotypes

## Evaluating LLM Hallucinations

Detects 60–80% model hallucinations

## Ad Fairness with RL

Reduces ad bias by up to 30%

## RL for Game Animation

40% fewer animation artifacts

## RL for Rail Traffic Control

Cuts delays with optimized train routing

## Multi-Agent RL for Sorting

Boosts sorting efficiency by 25%

## Forward Deployed Engineering.  In Your Environment.  In Your Time Zone.

Inside your standups, architecture decisions, workflows, and production environments

We build on your stack, for your business

1,000’s of AI & Data engagements across complex production environments.