San Francisco, California, United StatesFounded 20244+ employeesPrivate
$500K raisedSeed· last: pre seed (Sep 2024)· 1 rounds
Backed by(2 investors)
Y Combinator · Lead+1 more
Navigate any set of data - no matter how large - in minutes.
Founders
YC W25
Hiring Pitch
At Overstand, we're building the on-demand data team for modern companies — pulling together everything a business knows so it can answer questions, validate ideas, and automate actions confidently.
Tech Stack
We builds end-to-end AI systems that turn messy enterprise data into actionable reasoning and workflows. We operate at the intersection of data engineering, AI systems, and product.
What We Build
- Unified data foundation combining structured data (CRM, ERP, SQL) with unstructured data (emails, Slack, calls, PDFs)
- Large-scale AI reasoning pipelines (not single prompts): parallelized LLM execution, structured outputs, caching, and auditability
- Human-in-the-loop systems where executives can review, override, and guide AI conclusions
- Forward-deployed solutions that start as customer-specific and get generalized into platform primitives
Core Stack
- Python (primary language)
- Distributed data processing (PySpark-style workloads)
- LLM orchestration with schema-validated outputs and retries
- SQL + analytical storage for large, evolving datasets
- React + TypeScript for data-dense, executive-facing UIs
- Cloud-native infrastructure with strong observability and cost control
Engineers at Overstand own problems end-to-end — from vague customer pain to production AI systems used by decision-makers.
Open Positions at Overstand Labs (1 Jobs)
1 open
