Agent workspace

Free hostedAI agent workspace.

A Runware OpenClaw-inspired page for Quotaflow: launch a governed agent workspace, connect model routing, and pay for AI usage with subscribed savings.

Deploy workspace Compare routes

workspace.deploy()workspace: team-agenthosting: includedmodels: qf-approvedbilling: pay-as-you-gocontrols: team policy

Hosting$0

Use this page pattern for included workspace hosting and onboarding.

Setup5 min

Connect a team, model policy, and starting context quickly.

AI usagePAYG

AI inference remains usage-based with subscribed Quotaflow prices where supported.

GovernanceTeam

Keep route decisions, usage, and context attached to a workspace.

STEP BY STEP

From sign-up to governed agent workspace, in five minutes.

Sign up

Create a Quotaflow workspace for your team or pilot project.

Choose policy

Pick cost-first, quality-first, or balanced model routing.

Add context

Seed approved reusable context for the agent workflow.

Invite users

Give access to builders, operators, and finance stakeholders.

Measure ROI

Review usage, public prices, subscribed prices, and save percentages.

DEPLOY

One-click deploy with routing already attached.

Deploy workspace →qf workspace deploy --template agentteam policy · model routes · shared context · ROI reports

ALTERNATIVES

Hosted by Quotaflow vs scattered alternatives.

The original Runware page compares hosted OpenClaw to self-hosting; this version compares a governed Quotaflow workspace to unmanaged agent experiments.

Capability	Quotaflow workspace	Self-hosted scripts	Unmanaged tools
Hosting cost	Included shell	Cloud bill	Per app
Model pricing	Subscribed routes	Manual provider deals	Unknown
Context reuse	Workspace-level	Custom database	Repeated prompts
Security updates	Managed app layer	Your team	Varies
Spend reporting	Built in	Spreadsheet work	Missing

MODELS

Open source and frontier on the same screen.

OPEN SOURCE

Up to 24% savings

Use lower-cost LLM routes when quality and policy allow.

QwenLlamaMixtralDeepSeek

FRONTIER

Market-aware rates

Keep GPT, Claude, Gemini, and media models visible in the same workspace.

GPTClaudeGeminiVeo

PRICING

Hosting is included. AI is pay-as-you-go.

Workspace hosting

Use the workspace shell, reports, and shared context modules as part of the software plan.

Per token

AI inference

Model usage remains usage-based, with subscribed Quotaflow prices on supported routes.

CHANNELS

Your workspace works with the channels you already use.

Web appAPIMCPSlackGitHubDiscordInternal toolsFinance exports

OPERATIONS

Everything needed after the first deploy.

Workspace ownersAssign accountable owners for each agent workspace and budget.

Route approvalsDecide when a workflow can use lower-cost models or must stay on frontier routes.

Context libraryImport approved prompts, docs, and policies for repeat workflows.

Spend alertsFlag sudden usage jumps before they become monthly surprises.

FAQ

Use workspace budgets and reporting to review spikes by user, workflow, and model route.

RESOURCES

What every hosted workspace gets.

Provisioning logSee when a workspace, route policy, context library, and report schedule were created.

Model group mapShow approved LLM, image, and video model families in one place.

Owner handoffDocument who owns budget, policy, context, and incident escalation.

Usage pulseReview daily spend changes before they surprise finance at month end.

Route changelogKeep a record of when model routes or discounts change.

Launch checklistMove from sandbox to team rollout with the same governance workflow.

LAUNCH PATH

From private pilot to team rollout.

Pilot workspace

Start with one owner, one workflow, and one model group.

Cost baseline

Record current public model pricing before routing changes.

Policy rollout

Define which teams can use lower-cost routes and when review is needed.

Scale reporting

Expand once monthly savings, usage, and context reuse are visible.

SAFETY

Guardrails for hosted agent workspaces.

Workspace isolationSeparate pilots, production workflows, and customer-facing automations.

Budget thresholdsReview spikes before usage becomes an invoice surprise.

Route limitsLock sensitive workflows to approved model groups.

Incident handoffGive operators request IDs, owners, and route context when something needs review.

GET STARTED

Launch an agent workspace with spend visibility.

Start with one team workflow, then expand once route savings and shared context are measurable.Talk to sales →

AnthropicGoogleOpenAIByteDanceKling AIMinimaxRunwayFlux