Language Model-based Virtual Screening

Language Model-based
Virtual Screening

AI learns from 10B compounds
to autonomously identify
the most promising hit candidates

AI learns
from 10B compounds
to autonomously identify
the most promising
hit candidates

Over 70% cost reduction in hit discovery
achieved through AI automation — start now.

Over 70% cost reduction
in hit discovery
achieved through AI automation
— start now.

10B

Compound Library

10B

Compound Library

10B

Compound Library

50

AI Learning Loops

50

AI Learning Loops

50

AI Learning Loops

$20K

Per Target Protein

$20K

Per Target Protein

$20K

Per Target Protein

200

Top Candidates

200

Top Candidates

200

Top Candidates

LM-VS™ delivers proven results
even for the toughest targets.

LM-VS™ delivers
proven results
even for
the toughest targets.

Membrane Protein

AI stabilizes dynamic membrane pockets to predict precise binding interactions.

Membrane Protein

AI stabilizes dynamic membrane pockets to predict precise binding interactions.

Membrane Protein

AI stabilizes dynamic membrane pockets to predict precise binding interactions.

Molecular Glue

AI fine-tunes inter-protein affinity and forms stable complexes.

Molecular Glue

AI fine-tunes inter-protein affinity and forms stable complexes.

Molecular Glue

AI fine-tunes inter-protein affinity and forms stable complexes.

TPD (Targeted Protein Degradation)

AI identifies E3–target interactions and discovers optimal degrader candidates.

TPD (Targeted Protein Degradation)

AI identifies E3–target interactions and discovers optimal degrader candidates.

TPD (Targeted Protein Degradation)

AI identifies E3–target interactions and discovers optimal degrader candidates.

Membrane Protein

AI stabilizes dynamic membrane pockets to predict precise binding interactions.

Molecular Glue

AI fine-tunes inter-protein affinity and forms stable complexes.

TPD (Targeted Protein Degradation)

AI identifies E3–target interactions and discovers optimal degrader candidates.

Membrane Protein

AI stabilizes dynamic membrane pockets to predict precise binding interactions.

Molecular Glue

AI fine-tunes inter-protein affinity and forms stable complexes.

TPD (Targeted Protein Degradation)

AI identifies E3–target interactions and discovers optimal degrader candidates.

With a single input,
AI designs, screens, and generates
optimized candidates for your target.

With a single input,
AI designs, screens,
and generates
optimized candidates
for your target.

Step 1

Step 1

Step 1

Step 1

Step 1

Concetrated triathlete grayscale
Concetrated triathlete grayscale

INPUT — Scaffold Derivatives

INPUT —
Scaffold Derivatives

Enter your target pocket or binding-site structure.

Our team reviews the data and designs an optimized scaffold that fits the binding environment.

After client review, the finalized scaffold becomes a precise and reliable starting point for all AI screening and learning.

Coach explaining something to an athlete
Coach explaining something to an athlete

Step 2

Step 2

Step 2

Step 2

Step 2

LM-VS™ — Automated Virtual Screening

LM-VS™ —
Automated Virtual Screening

Using the finalized scaffold, LM-VS™ screens a 10-billion-compound library through up to 50 iterations.

Each round refines predictions and optimizes binding poses to align with user-defined design goals.

This evolutionary AI screening continuously enhances its precision beyond a static search.

Athlete winning a race
Athlete winning a race

Step 3

Step 3

Step 3

Step 3

Step 3

OUTPUT — Instant Report Generation

OUTPUT —
Instant Report Generation

Once AI training is complete, LM-VS™ automatically generates a comprehensive report.

It provides a ranked list of top candidates based on AI-calculated affinities and structural data, including key metrics and 3D models for direct review.

With just a single input, users can review AI Hit Discovery results that faithfully reflect their original scientific design intent.

Concetrated triathlete grayscale
Concetrated triathlete grayscale
Concetrated triathlete grayscale
Concetrated triathlete grayscale

AI redefines the pace of discovery.
Curious how it works?

Explore LM-VS™ — from input to insight.

Speed. Reliability. Scale.

Speed. Reliability. Scale.

Our 5MW AI Bio Supercom Center runs 5,000+ GPUs in parallel,
screening 10 billion compounds and generating results instantly.

Our 5MW AI Bio Supercom Center
runs 5,000+ GPUs in parallel,
screening 10 billion compounds
and generating results instantly.

5MW AI Bio Supercom Center

5,000+ CPU/GPU clusters

Massively parallel high-performance cores

4kW power + 20Mbps dedicated bandwidth per node

Independent cluster architecture for real-time stability

Instant results with zero data loss

AI efficiency redefines discovery.
Complete hit discovery for just $20K.

AI efficiency
redefines discovery.
Complete hit discovery
for just $20K.

LM-VS™ isn’t about being cheaper — it’s about being smarter.

LM-VS™ isn’t about being cheaper —
it’s about being smarter.

$20,000

/Per Target Protein

$20,000

/Per Target Protein

Included

INPUT (Scaffold Derivatives)
Custom scaffold and pocket design optimized for your target

LM-VS™ (Automated Virtual Screening)
AI-driven screening of 10B compounds with up to 50 iterative learning loops

OUTPUT (Instant Report Generation)
Automated ranking of top candidates and report creation

Timeline

Within 3 weeks

Deliverables

Top 200 Candidates Report + Structure Dataset

Top 200 Candidates 리포트
& Structure 데이터 셋

Turn your Hit into a Lead — for free.

Submit your SMILES string, and our AI will analyze its scaffold
to identify the most promising candidates from a 10B compound library.
Receive up to 200 lead molecules in your inbox — at no cost.

FAQ

FAQ

FAQ

How is AI screening different from traditional experiments?
What are the key benefits of using LM-VS™?
Can AI-generated results be directly applied to experiments?
How long does the analysis take?
What deliverables are included?
Is LM-VS™ applicable to all protein targets?
How is data security managed?
How do I request a quote or start a project?
How is AI screening different from traditional experiments?
What are the key benefits of using LM-VS™?
Can AI-generated results be directly applied to experiments?
How long does the analysis take?
What deliverables are included?
Is LM-VS™ applicable to all protein targets?
How is data security managed?
How do I request a quote or start a project?
How is AI screening different from traditional experiments?
What are the key benefits of using LM-VS™?
Can AI-generated results be directly applied to experiments?
How long does the analysis take?
What deliverables are included?
Is LM-VS™ applicable to all protein targets?
How is data security managed?
How do I request a quote or start a project?
How is AI screening different from traditional experiments?
What are the key benefits of using LM-VS™?
Can AI-generated results be directly applied to experiments?
How long does the analysis take?
What deliverables are included?
Is LM-VS™ applicable to all protein targets?
How is data security managed?
How do I request a quote or start a project?
How is AI screening different from traditional experiments?
What are the key benefits of using LM-VS™?
Can AI-generated results be directly applied to experiments?
How long does the analysis take?
What deliverables are included?
Is LM-VS™ applicable to all protein targets?
How is data security managed?
How do I request a quote or start a project?

No waiting. Just results — LM-VS™

Achieve results beyond what’s possible.

Contact Us

Contact Us

© Syntekabio Co., Ltd. All rights reserved.

Sales/Partnerships

bd@syntekabio.com

Family Sites

Family Sites

Sales/Partnerships

bd@syntekabio.com

© Syntekabio Co., Ltd. All rights reserved.

Family Sites

Sales/Partnerships

bd@syntekabio.com

© Syntekabio Co., Ltd. All rights reserved.

No waiting. Just results — LM-VS™

Achieve results beyond what’s possible.

Contact Us

Contact Us

© Syntekabio Co., Ltd. All rights reserved.

Sales/Partnerships

bd@syntekabio.com

Family Sites

No waiting. Just results — LM-VS™

Achieve results beyond what’s possible.

Contact Us

Contact Us

© Syntekabio Co., Ltd. All rights reserved.

Sales/Partnerships

bd@syntekabio.com

Family Sites

Create a free website with Framer, the website builder loved by startups, designers and agencies.