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Kovara for teams
One workspace for your team’s compute.
Plan the GPUs your models need, decide together, request capacity from providers and keep track of it all, in one shared place built for AI teams.
- Private to your team
- Priced from tracked offers
- Every decision on record
Inside the workspace
Eight sections. One place.
Everything a team needs to buy GPUs together, in the same sidebar every member sees.
Compute plan
Your workloads sized into GPUs, months and money, against budget and runway.
Team chat
One channel for the whole organization, kept with the work.
Requests
Shared requirements sent to providers, with every reply side by side.
Approvals
Sign-offs before anything is committed.
Compute Desk
Sourcing support from Kovara when you want help finding capacity.
Market watch
The offers your team tracks, with how fresh each one is.
Team & controls
Who is in, what each person can do, and the full history.
How a team uses it
Plan. Decide. Request. Track.
- 01
Plan
Describe the company and add what you will train and serve. The plan sizes every workload and prices it against the tracked market.
- 02
Decide
Work through the decision board: GPU type, reserve or rent, term, region, providers. Record each choice and why.
- 03
Request
Turn the plan into a request in one click. Providers reply; the team compares the answers together.
- 04
Track
Approve, follow delivery and keep watching the market for the GPUs you depend on.
Compute plan
Know how many GPUs you need, and when.
Tell the plan about the company once: budget, runway, where data may live, how long you would commit. Then it lays your workloads out month by month and tells you, in plain words, what you need and whether it fits.
- A month-by-month roadmap of GPUs in use
- A cost range from good deals to typical prices
- Budget and runway checked every month
- Gaps listed, never filled with guesses
In plain words
You need up to 48 GPUs at the same time, in March.
About $0.9M with good deals, $1.2M at typical prices.
It fits your budget, using 78% of it.
Next: confirm capacity.
Research poolProduction modelBase model v2
Workloads
From model size to GPUs, with the maths shown.
Add a training run, a fine-tune, a model in production, a research pool or batch jobs, from a template or from scratch. Each one is sized on every GPU Kovara tracks, so you can see what the same job costs on H100, H200, B200 or MI300X.
- Training: 6 × parameters × tokens at the GPU’s published speed
- Serving: memory per copy, traffic and your measured speed
- Memory checks so a model always fits
- Change one number and the whole plan follows
Base model v2Pretraining · from March
GPU typeH200
GPUs at once32
GPU-hours29k
Finishes in38 days
Compute: 6 × 7B × 1,000B tokens = 4.2e22 FLOPs Speed: 989 TFLOPS × 40% = 396 TFLOPS per GPU GPU-h: 4.2e22 ÷ (396 TFLOPS × 3,600 s) = 29,474
B200$89k
H200$127k
H100$99k
MI300X$67k
Decision board
Every buying decision, suggested and recorded.
Which GPU, one type or several, what to reserve and what to rent, how long to commit, where to run, which providers, who signs off. Each card shows our suggestion and the evidence. The team records what it chose, and why.
- Marked Decide first, Important or Can wait
- A line on why each decision matters
- Who decided, when, and the reason, for everyone to see
- A prefilled request when capacity needs confirming
Contract mixDecide first
How much to reserve, rent by the hour, or run on spot?
Our suggestionReserve 16 H200 GPUs, run research on spot, rent the rest by the hour.
Reserve the floorReserve + spot ✓All on-demand
Record decisionSRSam decided · “Research can restart.”
Working together
Request, discuss and sign off as a team.
Shared requests
Describe the GPUs you need once. Kovara matches the request to providers, and every reply lands where the whole team can compare it.
Team chat
One channel for the organization, next to the work. Owners and Members post, Viewers read, and messages stay as they were written.
Approvals
Commitments are hard to undo, so they get a sign-off first. Everyone can see what is waiting and who approved what.
Market watch & Compute Desk
Keep an eye on the market. Ask for help when you need it.
Market watch follows the offers your team cares about and shows how fresh each one is. The Compute Desk is there when you want Kovara to help source capacity.
- H200 · Provider A · Frankfurt$2.41Fresh
- H100 · Provider B · Virginia$1.99Fresh
- B200 · Provider C · Oslo$3.95Ageing
- MI300X · Provider D · Texas—No price
Team & controls
The right access for everyone.
Add teammates by their Kovara account. Three roles, the same rules everywhere in the workspace.
- Everything a Member can
- Add and remove people
- Run the organization
- See every request, plan and note
- Create and edit requests
- Change the compute plan and record decisions
- Add or remove people
- See every request, plan and note
- Change anything
Private by design
Your plan stays your team’s.
Members only
Only active members of the organization can open its requests, plan, decisions and chat.
Nothing quietly lost
Workloads are archived, not deleted, and chat messages cannot be edited afterwards.
A full history
Every change to the plan is recorded with who made it and when.
Honest numbers
Prices come from tracked public offers. Where there is no data, the plan says so.
Questions
Good to know.
Who can see our workspace?
Only the active members of your organization. Requests, the compute plan, decisions and the team chat are shared inside the team and nowhere else.
Where do the prices in the plan come from?
From the current public offers Kovara tracks: active, published and not archived, one price per provider. Where nothing matches, the plan says so instead of estimating.
Does the plan reserve capacity?
No. Listed prices are not reserved capacity. The plan tells you what to ask for; a request to providers is how you confirm it.
Can someone join with read-only access?
Yes. Viewers see everything the team sees but cannot change requests, the plan or the members.
Is anything deleted?
Workloads are archived, not deleted, chat messages cannot be edited, and every change to the plan leaves an entry in its history.
How do we start?
Create an organization, add teammates by their Kovara account email, and open the Compute plan. Templates get you to a first plan in minutes.
Bring your team into one plan.
Create an organization, add your teammates and have a first compute plan in minutes.