Synthehol vs Gretel: On‑Premise vs Cloud‑First Synthetic Data
For enterprises in regulated industries, the deciding factor in synthetic data isn’t just model quality, it’s where the platform runs,...
Jitendra Devabhaktuni
The $4.7M Data Sharing Problem: Why 95% of AI Partnerships Fail Before Production
Artificial intelligence partnerships between enterprises and vendors Artificial intelligence partnerships between enterprises and vendors are failing at an alarming rate—95%...
Leading Synthetic Data Platforms Vs Synthehol Platform: A Guide for Enterprise AI Teams
Synthehol targets the gap that most synthetic data platforms usually ignore. The tool is built for AI and AML teams...
How We Achieved HIPAA Compliance AND Accelerated Drug Discovery by 14 Months
Healthcare innovation faces an impossible trilemma: move fast, protect patient privacy, or maintain data quality. Last quarter, a top-10 pharmaceutical company used Synthehol’s platform to generate...
The Edge Case Problem Nobody’s Talking About (And Why It’s Killing Production AI)
87% of machine learning projects never make it to production. I used to think this was about infrastructure, MLOps, or organizational...
Why I Stopped Anonymizing Data and Started Generating It?
Three years ago, I led a fraud-detection project that nearly went south. It’s not because the algorithms are weak, that...
How Synthetic Data Reduced Our AI Hallucinations by 64%
Three months ago, our customer support AI fabricated product features during a sales call. The client signed a contract based...
When Regulations Hit, Innovation Doesn’t Have to Stop
The Regulatory Reality of 2026 Penalties will move from warnings to balance-sheet events The response At the core lies a...
Why Current Fraud Detection Models Fall Short, and What Enterprises Can Do Differently
Fraud represents a microscopic fraction of enterprise transaction volume, often below 0.1%, yet it drives disproportionate financial losses, regulatory penalties,...
Regulated Industries Are Severely Lagging in AI Adoption. What Is Blocking Them and How to Solve It.
Healthcare, financial services, and government agencies sit on decades of operational data. They also have the most to gain from...