FIRST AGENT
Data Analyst
Connect a warehouse, ask a business question, get an evidence-backed report.
open beta · Apache-2.0
Open-source managed agents for real business work.
Run long-horizon AI agents with your own models, tools, data, sandboxes, and governance. AstraBox connects agents to data warehouses, MCP servers, internal APIs, and enterprise workflows — without locking you into a single model provider.
Run withDeepSeekClaudeOpenAIQwenKimiGLMLlamaBYOK
01 · Multi-model
Pick the model that fits the task. Switch when it doesn't.
AstraBox is model-agnostic by design. Route low-cost, long-context analysis to DeepSeek V4. Route hard reasoning to Claude or OpenAI. Run regulated workloads against a local model. Bring your own gateway — we don't resell tokens.
DeepSeekdeepseek-v4-flash · v4-pro
Anthropicclaude-sonnet-4.5
OpenAIgpt-5.1 · gpt-5.1-mini
Qwenqwen3-max · qwen3-coder
Moonshot Kimikimi-k2
Z.AI GLMglm-4.6
Meta Llamallama-4-405b
BYOKany OpenAI- or Anthropic-compatible endpoint
02 · Core features
The runtime layer for agents that actually finish the work.
OpenAI Frontier and Claude Managed Agents show where the market is going. AstraBox is the model-agnostic, hosted alternative — with an Enterprise Edition you can run in your own VPC.
AGENT
Agent runtime
Reusable agents bundling model, system prompt, skills, tools, MCP servers, memory and permission policies.
ENVIRONMENT
Sandbox environments
Run agents in isolated containers with files, packages, network controls, and persistent workspaces.
CONTEXT
Business context
Connect data warehouses, docs, CRM, internal APIs, SOPs, metrics, and policies — durable institutional memory.
CONNECTORS
MCP-native connectors
Bring MCP connectors built for ChatGPT or Claude, or build your own with the AstraBox Connector SDK.
ARTIFACTS
Artifacts, not chat
Generate reports, spreadsheets, slides, PDFs, SQL results, evidence packs, and audit exports.
EVALS
Evals & observability
Track success rate, cost per task, model performance, tool failures, and human feedback over time.
03 · Architecture
Agent. Environment. Session. Events.
Every run is reproducible. An agent is loaded into an environment; a session captures the events, tool calls, artifacts, costs, and audit trail.
Bring your own models. Bring your own MCP. Bring your own infrastructure.
04 · Quickstart
Two minutes from sign-up to first agent.
Sign in to AstraBox Cloud, drop in a model key, point it at a Postgres database, and run the Data Analyst Agent on a real business question. Need air-gapped? Enterprise Edition self-hosts the same runtime.
- Sign in to AstraBox CloudTwo-minute setup — no infrastructure to provision.
- Bring your own model keyDeepSeek, Claude, OpenAI, Qwen, Kimi, GLM, or local.
- Connect a data sourcePostgres, ClickHouse, BigQuery, Snowflake, or any MCP server.
- Run an agent — get an artifactReports, SQL, evidence packs, audit logs. Not just chat.
05 · Workflow packs
Start with a Data Analyst Agent. Add your own.
Workflow packs ship as skills, prompts, connector mappings, evals, and artifact templates — not as monolithic apps. Compose them, fork them, write your own.
ROADMAP
RevOps
Pipeline hygiene, deal-risk scoring, weekly forecast packs from CRM + product data.
ROADMAP
Finance Ops
Variance analysis, expense classification, monthly close evidence.
ROADMAP
Research Analyst
Multi-source desk research with citation rules and evidence packs.
06 · Enterprise Edition
Hosted by default. Self-hosted when regulation demands.
AstraBox is hosted-first on AstraBox Cloud. The Enterprise Edition adds private deployment, organisational governance, and the support guarantees regulated workloads require.
VPC + air-gapped deployment
Run the same runtime in your own AWS / Azure / GCP account or on-prem. No data leaves your network.
RBAC, audit, approval workflows
SSO + SAML + SCIM, fine-grained policy on connectors and tools, full audit trail with replay.
Bring your own keys & models
Connect your own model gateway, vault, OAuth apps, and MCP relays. We don't proxy your traffic.
Build your first managed business agent today.
Spin up your first managed agent in two minutes on AstraBox Cloud. Self-hosted Enterprise Edition is available for regulated workloads.