# Graphon Labs

> Persistent context and memory architecture for AI agents, funded with a $35M Series A in November 2026.

## Why it is interesting

On November 10, 2026, Graphon Labs announced a $35M Series A led by RRE Ventures with HP, Energy Impact Partners, Hitachi Ventures and Gaia VC. With an earlier $8.3M seed, disclosed lifetime funding is $43.3M. Its graphon-based stack intends to preserve relationships and time across enterprise agent data; performance figures are vendor benchmarks, not third-party audited universal results.

## Profile

- **Latest funding:** Seed (historical; closing date not independently stated) — $8.3M (2026)
- **Latest known valuation:** Undisclosed (2026)
- **Total disclosed equity funding:** $43M
- **Stage:** series-a
- **Status:** private
- **Industries:** N/A
- **Coverage:** full
- **Last updated:** 2026-11-11

## Key facts

- Nov 10 2026: $35M Series A led by RRE Ventures; $8.3M earlier seed, $43.3M aggregate.
- Company-reported LoCoMo 93.9%, ConvoMem 90.2% and ATM-Bench 81.7% are benchmark results under selected tests, not independent product-wide accuracy.
- 49ers executive describes looking to explore use; Hitachi Rail describes evaluation. Neither is proof of a fully deployed company-wide product.
- Graphon Enterprise offered for hosted, vendor VPC, customer VPC or on-prem; pricing and vendor-lock-in terms unpublished.

## Funding history

- Seed (historical; closing date not independently stated) · $8.3M · 2026
  Source: https://www.businesswire.com/news/home/20261110959095/en/Graphon-Labs-Raises-%2435M-Series-A-to-Accelerate-AGI-with-Persistent-Intelligence
- Series A · $35M · November 10, 2026
  Source: https://www.businesswire.com/news/home/20261110959095/en/Graphon-Labs-Raises-%2435M-Series-A-to-Accelerate-AGI-with-Persistent-Intelligence

**By:** [Venture Capital Tracker](https://venturecapitaltracker.com/editorial-policy)
**Last updated:** November 11, 2026

**Editorial note:** AI tools assisted with research, structure, or drafting. Venture Capital Tracker retains human editorial responsibility for factual accuracy, relevance, and source quality before publication.

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Source: https://venturecapitaltracker.com/startup/graphon-labs