# LIGHT ANCHOR

> AI agents that automate data operations.
> Backed by Y Combinator (YC X26). San Francisco.

- Website: https://lightanchor.ai
- LinkedIn: https://www.linkedin.com/company/light-anchor
- Book a Demo: https://cal.com/team/light-anchor/book-a-demo
- Terms of Service: https://lightanchor.ai/terms
- LLM context: https://lightanchor.ai/llms.txt

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## AI Data Agency

AI agents that handle your data operations end-to-end.
Ingest, reconcile, validate, and deliver clean data
from any source.

Backed by Y Combinator (YC X26)

→ Book a Demo: https://cal.com/team/light-anchor/book-a-demo

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## The Problem

As companies grow, data operations become the bottleneck.
Every new source introduces new formats, new edge cases,
and more manual work.

- For every $1 spent on software, $6 is spent on data services
- 30–45% annual turnover on outsourced data teams
- Most companies still reconcile data by hand

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## Stats

| Metric   | Value | Description                  |
|----------|-------|------------------------------|
| Speed    | 10x   | Faster Than Manual Teams     |
| Accuracy | 99%+  | Validated Output             |
| Cost     | 60%+  | Savings vs Offshore Teams    |

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## Industries

- E-commerce: Product catalog management across marketplaces and platforms
- Finance: Invoice processing, revenue reconciliation, and reporting
- Supply Chain: Order data, inventory sync, and vendor feed normalization
- Healthcare: Patient records, claims processing, and compliance reporting

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## Use Cases

- Data Ingestion: Ingest data from any source format. Map fields automatically, normalize schemas, and maintain a single clean dataset as your source of truth.
- Data Cleansing & Normalization: Deduplication, formatting fixes, and field standardization across datasets. Turning messy inputs into clean, consistent records.
- Reporting & Reconciliation: Pull data from multiple sources, cross-reference records, flag discrepancies, and generate formatted reports automatically.
- Document Processing: Extract tables from invoices, receipts, contracts, and forms. Turning unstructured PDFs and scans into structured, usable data.
- Data Migration: Move data between systems with automatic field mapping, format transformation, and post-import validation.

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## Founders

### Sangha Park, Co-Founder
- Education: Brown University (CS + Applied Math)
- Previous: Sendbird, Lead Product Manager
- LinkedIn: https://www.linkedin.com/in/sanghaha/

### Chase Kim, Co-Founder
- Education: Penn State University (IST)
- Previous: Sendbird, Head of Forward Deployment
- LinkedIn: https://www.linkedin.com/in/chasingjohnn/

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## Contact

We spent years at Sendbird deploying AI for enterprise
customers and kept seeing the same thing: companies
spending more on manual data operations than on the
products themselves. Light Anchor is the AI operations
layer we wished existed.

→ Book a Demo: https://cal.com/team/light-anchor/book-a-demo

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© 2026 · San Francisco
LinkedIn: https://www.linkedin.com/company/light-anchor