- contact@insightdatagen.com
Synthetic data in real formats — CSV, docs, AVRO, Protobuf, JSON, and real-time streams. Part of the InsightLake enterprise AI suite by VerticalServe.
VerticalServe was founded by the team behind AppBrick Inc., a VC-funded data startup. Over the last decade we’ve shipped data, ML, and AI for 50+ Fortune 500 enterprises across finance, healthcare, retail, telecom, energy, and the public sector.
Insight Data Gen grew out of those engagements. Pattern by pattern, we built the capabilities our enterprise customers needed — then packaged them into a product that other organizations could deploy inside their own environment, governed by their own controls.
Today Insight Data Gen is part of the InsightLake suite — 30+ AI-native enterprise products that share a single design philosophy: deploy in your environment, govern by default, ship in weeks not quarters.
Insight Data Gen shares architecture, deployment patterns, and the governance layer with every other Insight product — so it composes cleanly into a complete platform as your AI program grows.
Every InsightLake product — including Insight Data Gen — is shaped by the same handful of principles.
Insight Data Gen deploys in your cloud accounts (AWS, GCP, Azure) or on-prem, behind your IAM. Your data does not move.
Evaluation harnesses, guardrails, observability, and audit trails are not features — they’re the floor for shipping in regulated environments.
Use Insight Data Gen standalone or compose it with other Insight products as your AI program grows. Buy what you need.
If a product can’t ship to a regulated workload, it’s not done. Demoware doesn’t survive enterprise procurement.
Insight Data Gen wins by knowing its problem space — not by abstracting it away. The unglamorous details matter.
Bring your own LLM, vector store, catalog, and observability. We’re glue and accelerators, not lock-in.
Products in the InsightLake suite
Enterprise deployments via VerticalServe
Data & AI engineering pedigree
AWS, GCP, Azure certified
See Insight Data Gen in action, read the architecture deep-dives, or scope a deployment with our team.
Architecture deep-dives, RAG patterns, governance, and lessons from the field on the VerticalServe blog.
Read the blogBrowse the full family of 30+ enterprise AI products — what composes with Insight Data Gen.
Explore the suite