Proven with quant funds, energy desks, and AI trading platforms
Proven with quant funds, energy desks, and AI trading platforms
0%
0%
lower cloud costs
0×
0×
faster time‑to‑market
0%
0%
deployment time saved
0
0
hrs setup & maintenance
The backbone of scalable compute, rewritten. Literally.
The backbone of scalable compute, rewritten. Literally.
No Kubernetes needed - a 100X smaller code base that got rid
of the unnecessary overhead while focusing on data/AI
No Kubernetes needed - a 100X smaller code base that got rid of the unnecessary overhead while focusing on data/AI
Any Cloud, On-Prem & Edge
Minimal Config Automated Infrastructure
Leading to unseen performance & cost efficiency in the industry
Leading to unseen performance & cost efficiency in the industry
Brought to you by veterans of high performance computing from the largest Financial Institutions to help you build your dreams
Brought to you by veterans of high performance computing from the largest Financial Institutions to help you build your dreams
One platform based on 4 pillars
One platform based
on 4 pillars
Datatailr unifies the building blocks of modern analytics in a secure BYOC platform
Datatailr unifies the building blocks of modern analytics in a secure BYOC platform
1. Autoscaler
1. Autoscaler
Eliminate the guesswork of capacity planning and the waste of idle resources. Our engine manages elastic compute specifically optimized for data microservices and batch jobs. Using intelligent Pre-warming, the system anticipates market spikes before they happen, ensuring you maintain tight SLAs and high-performance execution while staying strictly within your cloud budget.
Eliminate the guesswork of capacity planning and the waste of idle resources. Our engine manages elastic compute specifically optimized for data microservices and batch jobs. Using intelligent Pre-warming, the system anticipates market spikes before they happen, ensuring you maintain tight SLAs and high-performance execution while staying strictly within your cloud budget.
High-Performance FinOps
2. Data Science IDE
2. Data Science IDE
Stop letting your best models die in research environments due to infrastructure bottlenecks. With a single Python @ Decorators, you can transform research code into a live, scalable workflow on the cloud with zero code changes. It is the definitive bridge that lets you move from a Jupyter notebook to a functional application in minutes, not weeks.
Stop letting your best models die in research environments due to infrastructure bottlenecks. With a single Python @ Decorators, you can transform research code into a live, scalable workflow on the cloud with zero code changes. It is the definitive bridge that lets you move from a Jupyter notebook to a functional application in minutes, not weeks.
Notebook-to-Production in Minutes
3. Pipeline Orchestration
3. Pipeline Orchestration
Building complex data flows is a challenge, but managing them shouldn't be. Datatailr runs reliable DAGs with built-in versioning and one-click rollbacks, completely removing the need for cumbersome devops processes. If a process fails, automatic remediation ensures your research and trading pipelines remain uninterrupted and fully audit-ready.
Building complex data flows is a challenge, but managing them shouldn't be. Datatailr runs reliable DAGs with built-in versioning and one-click rollbacks, completely removing the need for cumbersome devops processes. If a process fails, automatic remediation ensures your research and trading pipelines remain uninterrupted and fully audit-ready.
Reliable Execution, Zero Complexity
40+
40+
could you show top performing traders and book?
could you show top performing traders and book?
could you show top performing traders and book?
Send
Send
Send
4. Virtual Data Lake
4. Virtual Data Lake
Stop the risky and expensive cycle of moving massive datasets just to begin your analysis. Our virtual layer unifies access to S3, Snowflake, Postgres, and over 40 other sources under a Single SQL Dialect—all without moving a single byte of data from your secure cloud. This enables faster time-to-insight and eliminates the need for costly data centralization projects.
Stop the risky and expensive cycle of moving massive datasets just to begin your analysis. Our virtual layer unifies access to S3, Snowflake, Postgres, and over 40 other sources under a Single SQL Dialect—all without moving a single byte of data from your secure cloud. This enables faster time-to-insight and eliminates the need for costly data centralization projects.
Rapid Data Access
How it works
How it works
1
Connect data
Virtual Data Lake
Virtual Data Lake
Virtual Data Lake
2
Build and schedule
IDE/SDK
Code to Infra Bridge
Dev
Dev
Pre
Pre
Prod
Prod
Data Pipeline Orchestration
with Checkpoints
3
Deploy
Data Services
Dashboards & AI Inference Endponts
Data Services
Dashboards & AI Inference Endponts
Data Services
Dashboards & AI Inference Endponts
Data Services
Dashboards & AI Inference Endponts
Hyper Efficient Compute Autoscaler
On-prem
Minor clouds
Say goodbye to double usage based costs with vendor lock-in
Say goodbye to double usage based costs with vendor lock-in
Installed in your cloud. Zero ongoing maintenance
Installed in your cloud. Zero ongoing maintenance
Predictable license pricing;
compute runs in your account
with no platform markups
Predictable license pricing;
compute runs in your account with no platform markups
Typical result: 30–40% lower platform costs vs Databricks at common
instance counts
Typical result: 30–40% lower platform costs vs Databricks at common instance counts
Use cases and outcomes
Use cases
and outcomes
Speed, control, and compliance proven in production
Speed, control, and compliance proven in production
Quant Hedge Funds
Turn Python notebooks into live trades in days. Elastic Dev, Pre, Prod scales from single backtests to thousands of orders with audit trails.
Quant Hedge Funds
Turn Python notebooks into live trades in days. Elastic Dev, Pre, Prod scales from single backtests to thousands of orders with audit trails.
Large asset managers
Large asset managers
Launch new macro, crypto, or commodities desks without legacy bottlenecks. Quants deploy independently while IT keeps unified access control, lineage, and cost governance.
Launch new macro, crypto, or commodities desks without legacy bottlenecks. Quants deploy independently while IT keeps unified access control, lineage, and cost governance.
Energy and commodities
Run real-time demand and price simulations across thousands of machines, then spin down in minutes. ~50K jobs in ~10s, burst to ~2,000 VMs when needed.
Energy and commodities
Run real-time demand and price simulations across thousands of machines, then spin down in minutes. ~50K jobs in ~10s, burst to ~2,000 VMs when needed.
EV fleet management
EV fleet management
Operate 100–200+ daily batch jobs with a proper SDLC and fast onboarding. Reproducible results and dashboards with minimal headcount.
Operate 100–200+ daily batch jobs with a proper SDLC and fast onboarding. Reproducible results and dashboards with minimal headcount.
Case studies
Case studies
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Commodities trading with Datatailr
Large-scale, real-time signals for energy desks
~50K tasks in ~10s
Elastic to ~2,000 VMs
~100K jobs in ~10 minutes
Multi-strategy fund
Time-to-market reduced from months to days
Fully separated environments with a single admin
Elastic to ~2,000 VMs
Cloud native analytics and models scaled effortlessly
Runs complex models across many parallel instances in minutes
No DevOps or IT setup required
Works natively with existing Excel and Python workflows while protecting IP
Cloud native risk and pricing models scaled effortlessly
Scaled from 10 to 100+ parallel pricers in one day
Zero DevOps or IT setup required
Excel integration with full IP protection
Integrations
and Openness
Integrations
and Openness
Connect to any data source through a Unified SQL engine. Deploy on AWS, Azure, GCP, or OpenStack. Keep data where it lives, no major code rerewites to minimize vendor lock-in
Connect to any data source through a Unified SQL engine. Deploy on AWS, Azure, GCP, or OpenStack. Keep data where it lives, no major code rerewites to minimize vendor lock-in
Security
and Compliance
Security
and Compliance
Runs inside your cloud in an isolated, single-tenant environment with enterprise-grade controls
Runs inside your cloud in an isolated, single-tenant environment with enterprise-grade controls
Encryption in transit, SSO with optional MFA
IP allowlists and outbound firewall for strict egress control
Role-based access, full logging and audit trails
Customer-managed KMS keys
Testimonials
Testimonials
Without a tool like yours, it takes too much time & effort. This is as good as the developing of Kubernetes & containers. It’s a game changer.
•
Advisor at a Leading Electric Fleet Solutions Provider
The datatailr team and our team collaborated on a POC to perform large scale decarbonisation mapping for the UK. The...their processing, analytical and visualisation capability which I could not complete without them.
•
Product Lead at a Leading Electric Fleet Solutions Provider
Datatailr, is a vendor who has been very helpful in providing me with orchestration, approval + deployment workflows, cloud development environments, and easier programmatic cloud compute w/ GPUs in my own AWS account.
•
Lead Research Platform engineer at a $10B+ systematic fund
Without a tool like yours, it takes too much time & effort. This is as good as the developing of Kubernetes & containers. It’s a game changer.
•
Advisor at a Leading Electric Fleet Solutions Provider
The datatailr team and our team collaborated on a POC to perform large scale decarbonisation mapping for the UK. The...their processing, analytical and visualisation capability which I could not complete without them.
•
Product Lead at a Leading Electric Fleet Solutions Provider
Datatailr, is a vendor who has been very helpful in providing me with orchestration, approval + deployment workflows, cloud development environments, and easier programmatic cloud compute w/ GPUs in my own AWS account.
•
Lead Research Platform engineer at a $10B+ systematic fund
Without a tool like yours, it takes too much time & effort. This is as good as the developing of Kubernetes & containers. It’s a game changer.
•
Advisor at a Leading Electric Fleet Solutions Provider
The datatailr team and our team collaborated on a POC to perform large scale decarbonisation mapping for the UK. The...their processing, analytical and visualisation capability which I could not complete without them.
•
Product Lead at a Leading Electric Fleet Solutions Provider
Datatailr, is a vendor who has been very helpful in providing me with orchestration, approval + deployment workflows, cloud development environments, and easier programmatic cloud compute w/ GPUs in my own AWS account.
•
Lead Research Platform engineer at a $10B+ systematic fund
Without a tool like yours, it takes too much time & effort. This is as good as the developing of Kubernetes & containers. It’s a game changer.
•
Advisor at a Leading Electric Fleet Solutions Provider
The datatailr team and our team collaborated on a POC to perform large scale decarbonisation mapping for the UK. The...their processing, analytical and visualisation capability which I could not complete without them.
•
Product Lead at a Leading Electric Fleet Solutions Provider
Datatailr, is a vendor who has been very helpful in providing me with orchestration, approval + deployment workflows, cloud development environments, and easier programmatic cloud compute w/ GPUs in my own AWS account.
•
Lead Research Platform engineer at a $10B+ systematic fund
The datatailr team and our team collaborated on a POC to perform large scale decarbonisation mapping for the UK. The...their processing, analytical and visualisation capability which I could not complete without them.
•
Product Lead at a Leading Electric Fleet Solutions Provider
Without a tool like yours, it takes too much time & effort. This is as good as the developing of Kubernetes & containers. It’s a game changer.
•
Advisor at a Leading Electric Fleet Solutions Provider
Datatailr, is a vendor who has been very helpful in providing me with orchestration, approval + deployment workflows, cloud development environments, and easier programmatic cloud compute w/ GPUs in my own AWS account.
•
Lead Research Platform engineer at a $10B+ systematic fund
The datatailr team and our team collaborated on a POC to perform large scale decarbonisation mapping for the UK. The...their processing, analytical and visualisation capability which I could not complete without them.
•
Product Lead at a Leading Electric Fleet Solutions Provider
Without a tool like yours, it takes too much time & effort. This is as good as the developing of Kubernetes & containers. It’s a game changer.
•
Advisor at a Leading Electric Fleet Solutions Provider
Datatailr, is a vendor who has been very helpful in providing me with orchestration, approval + deployment workflows, cloud development environments, and easier programmatic cloud compute w/ GPUs in my own AWS account.
•
Lead Research Platform engineer at a $10B+ systematic fund
The datatailr team and our team collaborated on a POC to perform large scale decarbonisation mapping for the UK. The...their processing, analytical and visualisation capability which I could not complete without them.
•
Product Lead at a Leading Electric Fleet Solutions Provider
Without a tool like yours, it takes too much time & effort. This is as good as the developing of Kubernetes & containers. It’s a game changer.
•
Advisor at a Leading Electric Fleet Solutions Provider
Datatailr, is a vendor who has been very helpful in providing me with orchestration, approval + deployment workflows, cloud development environments, and easier programmatic cloud compute w/ GPUs in my own AWS account.
•
Lead Research Platform engineer at a $10B+ systematic fund
The datatailr team and our team collaborated on a POC to perform large scale decarbonisation mapping for the UK. The...their processing, analytical and visualisation capability which I could not complete without them.
•
Product Lead at a Leading Electric Fleet Solutions Provider
Without a tool like yours, it takes too much time & effort. This is as good as the developing of Kubernetes & containers. It’s a game changer.
•
Advisor at a Leading Electric Fleet Solutions Provider
Datatailr, is a vendor who has been very helpful in providing me with orchestration, approval + deployment workflows, cloud development environments, and easier programmatic cloud compute w/ GPUs in my own AWS account.
•
Lead Research Platform engineer at a $10B+ systematic fund
FAQ
FAQ
Is it easy to get started?
Yes — we set up Datatailr for you in just a couple of hours and we schedule regular onboarding calls to help you get started.
Can you help with a Proof of Concept?
Absolutely. Our team works closely with you to understand your challenges and design a tailored plan to address them efficiently.
Is my data secure?
Yes. Your data stays within your cloud environment — there’s no migration. Datatailr simply provides the tools to connect and work with your data securely.
Who owns the data & IP?
You retain full ownership of all your data and IP. Since Datatailr is installed within your environment, we cannot access your code or data — making it ideal for banks, hedge funds, and other highly regulated organizations.
Is it easy to get started?
Yes — we set up Datatailr for you in just a couple of hours and we schedule regular onboarding calls to help you get started.
Can you help with a Proof of Concept?
Absolutely. Our team works closely with you to understand your challenges and design a tailored plan to address them efficiently.
Is my data secure?
Yes. Your data stays within your cloud environment — there’s no migration. Datatailr simply provides the tools to connect and work with your data securely.
Who owns the data & IP?
You retain full ownership of all your data and IP. Since Datatailr is installed within your environment, we cannot access your code or data — making it ideal for banks, hedge funds, and other highly regulated organizations.
Is it easy to get started?
Yes — we set up Datatailr for you in just a couple of hours and we schedule regular onboarding calls to help you get started.
Can you help with a Proof of Concept?
Absolutely. Our team works closely with you to understand your challenges and design a tailored plan to address them efficiently.
Is my data secure?
Yes. Your data stays within your cloud environment — there’s no migration. Datatailr simply provides the tools to connect and work with your data securely.
Who owns the data & IP?
You retain full ownership of all your data and IP. Since Datatailr is installed within your environment, we cannot access your code or data — making it ideal for banks, hedge funds, and other highly regulated organizations.
Is it easy to get started?
Yes — we set up Datatailr for you in just a couple of hours and we schedule regular onboarding calls to help you get started.
Can you help with a Proof of Concept?
Absolutely. Our team works closely with you to understand your challenges and design a tailored plan to address them efficiently.
Is my data secure?
Yes. Your data stays within your cloud environment — there’s no migration. Datatailr simply provides the tools to connect and work with your data securely.
Who owns the data & IP?
You retain full ownership of all your data and IP. Since Datatailr is installed within your environment, we cannot access your code or data — making it ideal for banks, hedge funds, and other highly regulated organizations.
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© 2025 Datatailr, Inc. All rights reserved. New York, NY, USA.
Useful Link
© 2025 Datatailr, Inc. All rights reserved. New York, NY, USA.