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.