00 / REAL-WORLD AI DATA

Ground truth.
No matter what it takes.

We create, annotate, and validate the data frontier AI can't get anywhere else. End to end, so you never have to think about it.

Bring us your hardest dataset
01 / POSITIONING

AI is forged with data.
Akmon is the anvil.

02 / WHAT WE DO
01EGOCENTRIC
02TELEOP
03MULTIMODAL
04RLHF / EVALS
05OPERATORS
01.

We get the data.

If it exists, we'll capture it. If it doesn't, we'll create it. Egocentric video, teleoperated robotics, and real-world multimodal collection at any scale. No dataset is too hard to get.

02.

We make it right.

Expert annotators backed by large-scale human teams. RLHF, evals, and adversarial review, with every label checked and every dataset delivered to spec. Accuracy is the product.

03.

We put the top 1% in your loop.

Operators for whatever the job is: evaluators, domain experts, support, sales. You define the job. We field the people who get it done.

02.1 / DELIVERY RECORD
DATASET MANIFEST
DATASET[CLIENT]_EGOCENTRIC_V1
MODALITYEGOCENTRIC VIDEO
VOLUME[X] HRS · [X] ENVIRONMENTS
LABEL SCHEMA[CLIENT-DEFINED] V1.2
QA3-PASS · ADVERSARIAL
FORMATYOURS
DELIVERYS3://YOUR-BUCKET/
QA RECORD
PASS 1 — AUTO CHECKS100% FRAMES
PASS 2 — HUMAN REVIEW100% LABELS
PASS 3 — ADVERSARIAL AUDIT[X]% SAMPLE
FLAGS RAISED[X]
FLAGS RESOLVEDALL
STATUSSHIPPED TO SPEC
EVERY DELIVERY SHIPS WITH A MANIFEST AND A FULL QA RECORD
02.1 / DELIVERY RECORD
DATASET MANIFEST
DATASET[CLIENT]_EGOCENTRIC_V1
MODALITYEGOCENTRIC VIDEO
VOLUME2,400 HRS · 85 ENVIRONMENTS
LABEL SCHEMA[CLIENT-DEFINED] V1.2
QA3-PASS · ADVERSARIAL
FORMATYOURS
DELIVERYS3://YOUR-BUCKET/
QA RECORD
PASS 1 — AUTO CHECKS100% FRAMES
PASS 2 — HUMAN REVIEW100% LABELS
PASS 3 — ADVERSARIAL AUDIT25% SAMPLE
FLAGS RAISED412
FLAGS RESOLVEDALL
STATUSSHIPPED TO SPEC
EVERY DELIVERY SHIPS WITH A MANIFEST AND A FULL QA RECORD
03 / THE PROMISE

You hand us the requirement.
We hand you the dataset.

Our stack or yours. If your team already lives in certain tools, we work in them.

T+00:00
REQUIREMENT RECEIVED
Scope, modality, volume, coverage.
T+01:00
SCOPED AND QUOTED
Priced by modality, volume, and complexity.
T+48:00
COLLECTION LIVE
Field teams briefed and capturing.
T+96:00
QA — EVERY LABEL CHECKED
Adversarial review. Nothing ships unverified.
T+240:00
DATASET DELIVERED
Your format. Your stack or ours.
04 / PROOF

Founders experienced in deploying 1,000+ people placed over the years, running human-in-the-loop work for AI and technology companies.

04.1 / TRUSTED BY COMPANIES FROM
PEAR VC
Y COMBINATOR
INSIGHT PARTNERS
STARTX
FORBES 30U30
NEO
STANFORD
Pear VCY CombinatorInsight PartnersStartXForbes 30 Under 30NeoStanford
05 / TESTIMONIALS

“We’re impressed by how seriously the team approaches accuracy. The data quality has been excellent, and any issues identified were minor and quickly addressed.”

CO-FOUNDER, US-BASED AI COMPANY

“Good, reliable people with very little mental overhead. The quality is amazing for the price.”

CEO, SOFTWARE COMPANY

“They were able to setup a team of 15 for me over the weekend. We successfully closed a project with their help”

CTO, DATA FOUNDRY
06 / CONTACT

Your model is only as good as
what it's tested against.

Book a call