We make GenAI accessible for enterprises,
enabling them to easily train high-performing
customized AI models and serve them
at low cost
We make GenAI accessible for enterprises, enabling them to easily train
high-performing customized AI models and serve them at low cost
We make GenAI accessible
for enterprises,
enabling them to easily
train high-performing customized AI models
and serve them at low cost
No in-house AI team or AI infrastructure required:
Provides easy-to-use all-in-one platform
No in-house AI team or AI infrastructure required:
Provides easy-to-use all-in-one platform
No in-house AI team or AI infrastructure required:
Provides easy-to-use all-in-one platform
Rapid and low cost development of optimized,
customized AIs via prebuilt AIs and AutoML technologies
Rapid and low cost development of optimized,
customized AIs via prebuilt AIs and AutoML technologies
Rapid and low cost development of optimized, customized AIs
via prebuilt AIs and AutoML technologies
Low operating cost via our cost-saving technologies
Low operating cost via our cost-saving technologies
Low operating cost via our cost-saving technologies
Future-proof updates via automatic model update
Future-proof updates via automatic model update
Future-proof updates via automatic model update
Core Technology
Core Technology
Cost reduction technology from the infrastructure layer to the model layer, enabling up to 90+% cost savings when utilizing all layers
Cost reduction technology from the infrastructure layer to the model layer, enabling up to 90+% cost savings when utilizing all layers
Cost reduction technology from the infrastructure layer to the model layer, enabling up to 90+% cost savings when utilizing all layers
Dynamic Query Routing
Dynamic Query Routing
Dynamic Query Routing
Model Layer
Model Layer
Up to 90% reduction of API costs compared to commericial-API-only Scenarios(1)
Up to 90% reduction of API costs compared to commericial-API-only Scenarios(1)
Up to 90% reduction of API costs compared to commericial-API-only Scenarios(1)
Lightweight Serving
Lightweight Serving
Lightweight Serving
Serving Layer
Serving Layer
Up to 2X speedup(2) in token/sec compared to vLLM
Up to 2X speedup(2) in token/sec compared to vLLM
Up to 2X speedup(2) in token/sec
compared to vLLM
Up to 75% reduction(3) of model size compared to source model
Up to 75% reduction(3) of model size compared to source model
Up to 75% reduction(3) of model size compared to source model
Cloud Workspace
Cloud Workspace
Cloud Workspace
Infra Layer
Infra Layer
Up to 30% cheaper(4) than AWS
for H100, A100
Up to 30% cheaper(4) than AWS for H100, A100
Up to 30% cheaper(4) than AWS
for H100, A100
Up to 90% refundable(5)
when idle time
Up to 90% refundable(5)
when idle time
Up to 90% refundable(5)
when idle time
Products
Products
Generative AI Platform
Generative AI Platform
A cost efficient platform offering a fast GenAIOps pipeline
and cloud workspaces with high-end GPUs
Explore the latest
models & datasets
Find the perfect
model for you
Compress your
model optimally
Fine-tune your
model efficiently
Evaluate your
model with ease
Serve your model at low-cost
Launch your
cloud workspace
A fast and low-cost multi-modal language AI
that searches for enterprise data accurately
Route each question to the optimal model instantly
Capable of handling various input formats
Retrieve accurate data from Web, DB, etc
A cost efficient platform offering a fast GenAIOps pipeline and cloud workspaces with high-end GPUs
Visit
Explore the latest
models & datasets
Find the perfect
model for you
Compress your
model optimally
Fine-tune your
model efficiently
Evaluate your
model with ease
Serve your model
at low-cost
Launch your
cloud workspace
A cost efficient platform offering a fast GenAIOps pipeline and cloud workspaces with high-end GPUs
Visit
Explore the latest
models & datasets
Find the perfect
model for you
Compress your
model optimally
Fine-tune your
model efficiently
Evaluate your
model with ease
Serve your model
at low-cost
Launch your
cloud workspace
A cost efficient platform offering a fast GenAIOps pipeline and cloud workspaces with high-end GPUs
Visit
Explore the latest
models & datasets
Find the perfect
model for you
Compress your
model optimally
Evaluate your model
with ease
Fine-tune your
model efficiently
Serve your model
at low-cost
Launch your
cloud workspace
Learn more
A cost efficient platform offering a fast GenAIOps pipeline and cloud workspaces with high-end GPUs
Visit
Explore the latest
models & datasets
Find the perfect
model for you
Compress your
model optimally
Evaluate your model
with ease
Fine-tune your
model efficiently
Serve your model
at low-cost
Launch your
cloud workspace
Learn more
A fast and low-cost multi-modal language AI
that searches for enterprise data accurately
Visit
Route each question
to the optimal model instantly
Capable of handling various input formats
Retrieve accurate data from Web, DB, etc
A fast and low-cost multi-modal language AI
that searches for enterprise data accurately
Visit
Route each question
to the optimal model instantly
Capable of handling various input formats
Retrieve accurate data from Web, DB, etc
A fast and low-cost multi-modal language AI
that searches for enterprise data accurately
Visit
Route each question to
the optimal model instantly
Capable of handling various input formats
Retrieve accurate data
from Web, DB, etc
A fast and low-cost multi-modal language AI
that searches for enterprise data accurately
Visit
Route each question to
the optimal model instantly
Capable of handling various input formats
Retrieve accurate data
from Web, DB, etc
Use-Cases
Use-Cases
Product Examples
Product Examples
2024
2024
2023
2023
VMonster
VMonster
VMonster
Workspace & Serving
Workspace & Serving
Workspace & Serving
On-going
On-going
On-going
Problem
Problem
Problem
Lack of training and serving infrastructure
Lack of training and serving infrastructure
Lack of training and serving infrastructure
Solution
Solution
Solution
Cost-efficient workspace & model serving
Cost-efficient workspace & model serving
Cost-efficient workspace & model serving
Expected Results
Expected Results
Expected to reduce training and serving costs
Expected to reduce training and serving costs
Expected Results
Expected to reduce training and serving costs
Edu tech CO.
Edu tech CO.
Edu tech CO.
Model Compression & Serving
Model Compression & Serving
Model Compression & Serving
On-going
On-going
On-going
Problem
Problem
Problem
Too expensive to serve LLMs on AWS cloud
Too expensive to serve LLMs on AWS cloud
Too expensive to serve LLMs on AWS cloud
Solution
Solution
Solution
Optimal model compression & serving
Optimal model compression & serving
Optimal model compression & serving
Expected Results
Expected Results
Expected to reduce serving costs and improve latency
Expected to reduce serving costs and improve latency
Expected Results
Expected to reduce serving costs and improve latency
Stradvision
Stradvision
Stradvision
Model Compression
Model Compression
Model Compression
Completed
Completed
Completed
Problem
Problem
Problem
Too hard to optimize self-driving model on various hardware
Too hard to optimize self-driving model on various hardware
Too hard to optimize self-driving model on various hardware
Solution
Solution
Solution
Device and architecture-aware model compression
Device and architecture-aware model compression
Device and architecture-aware model compression
Results
Results
Reduce the expensive model optimization costs for each device
Reduce the expensive model optimization costs for each device
Results
Reduce the expensive model optimization costs for each device
Cheil
Cheil
Cheil
GenAIOps for Text-2-Image
GenAIOps for Text-2-Image
GenAIOps for Text-2-Image
Completed
Completed
Completed
Problem
Problem
Problem
Too slow to make images for advertisement
Too slow to make images for advertisement
Too slow to make images for advertisement
Solution
Solution
Solution
Image generation framework with accurate multiple concept merge
Image generation framework with accurate multiple concept merge
Image generation framework with accurate multiple concept merge
Results
Results
Reduce the time costs to create images for proof-of-concenpt
Reduce the time costs to create images for proof-of-concenpt
Results
Reduce the time costs to create images for proof-of-concenpt
2024
2023
(1) Tested on 1000 unseen queries from finance, law, math, code, biomedical, etc, measured frequency of model selection compared to GPT-4o-only scenario.
(1) Tested on 1000 unseen queries from finance, law, math, code, biomedical, etc, measured frequency of model selection compared to GPT-4o-only scenario.
(2) Tested on queries that length is longer than 8K
(2) Tested on queries that length is longer than 8K
(3) GPU VRAM memory requirement for model weight
(3) GPU VRAM memory requirement for model weight
(4) Up to 70% cheaper than AWS for H100, A100
(4) Up to 70% cheaper than AWS for H100, A100
(5) Up to 90% refundable for idle period
(5) Up to 90% refundable for idle period
Naver D2 Startup Campus, Seoul, South Korea 🇰🇷
200 Rivserside Blvd #18G, New York, USA 🇺🇸
© DeepAuto.ai All rights reserved. Privacy Policy.
Naver D2 Startup Campus, Seoul, South Korea 🇰🇷
200 Rivserside Blvd #18G, New York, USA 🇺🇸
© DeepAuto.ai All rights reserved. Privacy Policy.
Naver D2 Startup Campus, Seoul, South Korea 🇰🇷
200 Rivserside Blvd #18G, New York, USA 🇺🇸
© DeepAuto.ai All rights reserved. Privacy Policy.