-70%

est. 2Y upside i

AI & MLSeries C

Encord is the leading data development platform for advanced vision and multimodal AI teams. We build tools and infrastructure to help our clients get their models into production faster with a data-centric model testing and evaluation framework, human-centric workflow and annotation tools for labeling & RLHF, and data curation and management software.

Rank

#3720

Sector

AI Infrastructure / Data Tooling

Est. Liquidity

~4Y

Data Quality

Data: Medium

Executing in real market but Scale AI outresources 25x and cloud bundling is threat. $550M fair if revenue supports.

Last updated: March 22, 2026

Bull (17%)+110%

Evaluation platform becomes standard; $80M+ ARR; $1.5-2B exit.

Base (52%)+15%

Holds annotation niche; $600-800M exit via cloud/MLOps acquisition.

Bear (31%)-60%

Scale AI/cloud providers commoditize; synthetic data reduces demand; flat round.

Est. time to liquidity~3.5 years

Preference Stack Risk

moderate

Funding Intensity

20%

$111M on $550M (20.2%).

Dilution Risk

moderate

1-2 more rounds likely.

Secondary Liquidity

none

No secondary.

Other — 3 roles

View all 3 open roles at Encord →

Last updated: March 10, 2026

Questions to Ask at the Interview

Strategic questions based on Encord's data — designed to show you've done your homework.

  • 1

    “Scale AI differentiation?”

  • 2

    “Synthetic data impact on annotation demand?”

  • 3

    “Liquidity path — cloud acquisition?”

Community

Valuation Sentiment

Our model estimates -70% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.