ATLAS
Paper · Spotlight
Paper · Spotlight

Folding,
faster.

Structure prediction at a fraction of the compute.

0.91
Median TM-score
20×
Headline metric
Research conference
Prepared for
01 / 20
The problem

Accuracy came at an enormous compute cost — our model keeps the accuracy and drops the cost 20×.

computational biology teams feel it every week: the status quo scales cost, not outcomes. There is no clean upgrade path — only rip-and-replace.

02 / 20
Market
01
0.91
Median TM-score
02
20×
Less compute
03
4
Datasets

Bottom-up, the reachable market clears a nine-figure ceiling before expansion.

03 / 20
[ FULL-BLEED · computational biology hero image ]

Shape
is function.

04 / 20
How it works
STEP 01
Connect
Map the whole computational biology surface in under an hour. No migration.
→
STEP 02
ATLAS core
Golden paths become policy, enforced at runtime.
→
STEP 03
Deliver
Teams self-serve safely with audit and rollback for free.
05 / 20
The product

One surface your whole research conference lives in.

01
Live graph
Every dependency, owner, and cost in real time.
02
Policy-as-code
Guardrails that block bad changes automatically.
03
Attribution
Every dollar tied to a team and a decision.
[ product UI screenshot ]
06 / 20
Traction

Median TM-score, last 8 quarters

20×
+258% YoY
25
50
75
100
76
91
123
149
190
227
286
350
Q3·24Q4·24Q1·25Q2·25Q3·25Q4·25Q1·26Q2·26
07 / 20
Why now

Three forces converging

01
01

Demand

computational biology budgets are shifting from headcount to platform.

02
02

Technology

The primitives finally exist to do this at the edge.

03
03

Distribution

A bottom-up motion the incumbents can’t run.

08 / 20
Adoption

Active accounts

M1M3M6M9M12M15M18
actualguide
09 / 20
Landscape
ATLAS
Legacy A
Point tool B
DIY
Breadth → ↑ Depth
10 / 20
Two
Part Two

Validation.

Held-out targets and failure analysis.

11 / 20
Detail

Unit economics

This yearLast yearYoY
Revenue350227+40%
Gross margin78%71%+7 pts
Net retention134%119%+15 pts
Payback11 mo17 mo−6 mo
12 / 20
Where it goes

Use of funds

01
Engineering & product61%
02
Go-to-market29%
03
Operations & reserve10%
13 / 20
Cohorts

Retention by cohort

M0
M3
M6
M9
M12
Jan
100
88
79
72
68
Apr
100
90
82
76
—
Jul
100
91
85
—
—
Oct
100
93
—
—
—
LOWHIGH
14 / 20
Roadmap

The next 18 months

Now → Q2
Land
Own the computational biology beachhead with a self-serve motion.
Q3 → Q4
Expand
Enterprise controls, SSO, and the partner program.
2027
Platform
Open the API and the marketplace.
15 / 20
“
In their words

“The efficiency result is genuinely surprising.”

Reviewer 1
Peer review
16 / 20
Revenue mix

Where the money comes from

0100%
61%
29%
Platform 61%
Services 29%
Marketplace 10%
17 / 20
Team

Built by operators

[ photo ]
Reviewer 1
Co-founder & CEO
[ photo ]
A. Rivera
Co-founder & CTO
[ photo ]
M. Osei
VP Product
[ photo ]
L. Chen
VP Revenue
18 / 20
In one number
20×

less compute than the leading model at equivalent accuracy.

19 / 20
ATLAS

Folding, faster.

atlas.edu/fold
[ QR ]
20 / 20