For researchers
Solve your hardest computational problems, in any field
From molecules and materials to engineering models, optimisation and machine learning: give Ahura your most complex problem and let it handle the computing. No servers to set up, no specialist team to wait for, and your data stays private.
Get $10 trial credit
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What it is
A research assistant that comes with its own laboratory computer.
Ahura Agent is an AI assistant you talk to in plain language. Behind it sits a complete computing environment that it sets up, uses and tears down on its own: data preparation, simulation, graphics-card training, quantum computing, optimisation and visualisation.
You describe the project. Ahura works out the steps, runs them in a private space that only your team can reach, and shows you the results as they arrive.
Who it is for
Any research that is limited by computing, not ideas.
Ahura is not tied to one discipline. If your work needs heavy computation, long waits or specialist hardware, it applies.
Molecular and life sciences
Drug discovery, protein and chemistry modelling, and genomics, with 3D structures you can rotate and share.
Materials science
Explore batteries, catalysts, alloys and new compounds without owning a computing cluster.
Engineering and simulation
Run design studies, stress and flow analyses and what-if comparisons, many variations at once.
Optimisation and operations
Scheduling, routing, allocation and portfolio problems with enormous numbers of possible answers.
Biomechanics and physical modelling
Simulate how bodies, structures and systems move and respond, then compare designs side by side.
Combinatorics and graph problems
Network design, matching, packing and search problems that grow impossibly fast on ordinary computers.
Data science and machine learning
Train and test models on powerful hardware only when you need it, then run them cheaply afterwards.
Your own method
Bring your own code and models. If it runs on a computer, Ahura can give it a safe place to run.
What gets in the way today
Research is slowed down by everything that is not research.
These are the walls most computational teams run into, whatever the field.
You need to be an infrastructure expert
Running a serious simulation, optimisation or training job today means understanding servers, graphics cards, software versions and specialist toolkits. That is a second career, and it is not the one you trained for.
You depend on an IT team
Someone has to build the environment, keep it working and fix it when a library update breaks it. Your project waits in their queue before the science even starts.
Your tools do not fit together
Data cleaning in one place, modelling in another, specialist hardware somewhere else, plots in a fourth. Every hand-off is a chance for mistakes and lost time.
Waiting is the slowest step
Queues for high-performance computers and quantum machines can take days. Meanwhile the work sits idle, or an expensive machine sits idle waiting for it.
Your data is your advantage
Proprietary data, designs and early results cannot simply be pasted into a public AI tool. Many teams end up not using AI at all because of this.
Results are hard to see and share
Numbers in a log file do not persuade a review board. You need to see the model, the curve and the comparison, and be able to hand them to a colleague.
What changes
The same project, with and without Ahura.
Today
With Ahura
TodayWeeks of environment set-up before the first result.
With AhuraDescribe the problem in plain language and start. There is nothing to install or configure.
TodayAn IT or platform team on call to build and maintain your tooling.
With AhuraThe platform is run for you. Your team spends its time on the science.
TodayPaying for powerful machines that sit idle between jobs and during queues.
With AhuraCompute starts when work starts and stops when it ends. Waiting costs nothing.
TodayExpensive trial runs on specialist hardware just to find out whether an approach is worth it.
With AhuraSimulated dry-runs and a cost estimate come first, so you commit hardware time with confidence.
TodaySensitive data kept away from AI tools, or shared with them and hoped for the best.
With AhuraYour data stays inside your own private space. The AI works on it there and only returns answers.
TodayResults scattered across files, notebooks and spreadsheets.
With AhuraModels, plots and findings appear in one workspace you can share.
How it works
From question to insight in three steps.
- 01
Bring your target
Drop in a structure, a dataset or a model, or simply describe the problem you want to solve.
- 02
Ahura does the heavy lifting
It prepares the data, tries the problem on free simulators first, and shows you an estimate of what a full run would cost before you commit.
- 03
See and share the answer
Interactive 3D views, plots and tables appear live in your workspace. Pause the project for months and pick it up exactly where you left off.
What it saves
Less waiting, fewer hand-offs, a smaller bill.
Time
From weeks of set-up to the same day
No environments to build and no queue for a platform team. You start with the question, not the plumbing.
People
Fewer specialists in the loop
Researchers can run work that used to need a computing specialist beside them, and IT stops being a bottleneck.
Money
You pay only while work is running
No always-on servers, no graphics cards idling over a weekend, and no paying for hardware while a job waits in line.
Savings depend on your workload. The trial credit lets you measure them on a real project before committing.
< 500ms
MicroVM boot
Isolated sandboxes ready before the agent notices.
0%
Training-serving skew
Pickled pipelines carry the exact preprocessing from training into serving.
$0.00
Idle compute in hibernation
Checkpointed state drops vCPU and RAM to zero while you wait on queues.
Built for lab work
Designed around how research teams actually work.
Private by design
Proprietary structures and early results stay inside your own space. The AI sends instructions in and gets answers out, not your raw data.
Projects that can pause
Freeze a project while you wait on a collaborator or a machine, and resume later at no running cost. Nothing is lost.
No cost to explore
Try an idea on simulators and see an estimate before any specialist hardware is booked.
See it in your industry
Or browse use cases and case studies, the services and pricing. Prefer to build it yourself? See the developer overview.
Start your next project without the set-up.
Register, describe your problem, whatever the field, and see what Ahura Agent does with it.
Get $10 trial credit
No credit card required.
By registering you agree to our Terms of Service and Privacy Policy.