AI agents and digital twins for process development, scale-up and quality in pharma and chemical manufacturing

Context
Workspace and runtime for AI agents that run in your own cloud, with shared files, chat, evals and per-agent identity.
What is Context?
Context is a platform for organizations that want AI agents working in production under their own controls. It brings chat, files, documents, spreadsheets, tasks and small apps into one workspace shared by people and agents. Agents are members of the organization: each acts on behalf of the person who asked, runs in a sandboxed Secure VM with the requester's permissions, and has every action recorded in an audit log. Evals score each run against criteria you set and feed the result back into the skill the agent follows next time. Admins get one roster for people and agents, groups, workspace access levels, and a Usage page that breaks spend down by workspace, person, agent and model, with a monthly limit per person. Enterprise deployments can run in your VPC, on-premises or air-gapped, with files kept in your S3 or MinIO bucket. Teams can begin on a free plan and upgrade from Settings, Billing.
Use cases
- Run AI agents inside a team workspace
- Score agent runs with custom evals
- Give each agent its own audited identity
- Track AI spend by agent and person
- Build small apps from a chat thread
- Deploy agents in a private cloud or VPC
- Teach agents procedures as shared skills
Who it's for
Why use Context
- Agents are governed like staff: roles, access levels, audit trails and spending limits apply to them.
- Running in your own cloud keeps files and agent work inside infrastructure you control.
- Evals turn each run into feedback, so agent quality can be measured rather than assumed.
- A free workspace lets a small team try real tasks before talking to sales.
Context features
- Shared workspace for people and agents: chat, files, docs, sheets, slides
- Agents with their own identity that act as the requesting user
- Secure VM sandbox for every agent task
- Evals that score runs and feed results back into skills
- Audit log of every agent action
- Usage and billing breakdown by workspace, person, agent and model
- Per-person monthly spend limits
- Groups and workspace access levels
- Deployment in your VPC, on-premises or air-gapped
Context integrations
How to get started with Context
- Create a free account at workspace.context.ai, or ask the team about an enterprise deployment.
- Create a workspace and invite people, then add agents as members.
- Mention an agent in chat or assign a task, and review its work before it is sent.
- Set evals and write skills so every agent follows the same procedure.
- Watch spend on the Usage page and adjust per-person limits or upgrade under Settings, Billing.
Context limitations
- The free plan includes one running agent and a monthly credit allowance
- Enterprise pricing depends on deployment model, usage, support and scope
- Paid plan prices are not published
Context pricing
Yes, Context has a free plan.
Context plans
Free
Free
- Monthly usage credit allowance
- One running agent
- Self-serve sign-up
Paid plans
Price on vendor site
- More credits
- More concurrent agents
- Credit top-ups
Enterprise
Custom
- Quoted by deployment model and usage
- VPC, on-premises or air-gapped
- Support and implementation scope
Plans as listed on the official pricing page on . Prices can change and may vary by country or exclude tax. Check the official pricing page.
Context alternatives
The main Context alternatives listed on Debuly are Glean, Relevance AI, Lyzr, Beam AI, OpenBot and CREAO. The table compares pricing and platforms; order is A–Z.
| Tool | Pricing | Starting price | Platforms |
|---|---|---|---|
| Context | Freemium | — | Web, Desktop, Mobile, Slack |
| Beam AI | Freemium | $50/mo | Web, API |
| CREAO | Freemium | $20/mo | Web, iOS |
| Glean | Contact sales | — | Web, API |
| Lyzr | Freemium | — | Web, Self-hosted |
| OpenBot | Open source | — | Web, Self-hosted, Docker |
| Relevance AI | Paid | $19/mo | Web, API |

Beam AI
Platform for building, testing and running production AI agents on a visual flow builder with self-learning and approvals.
FreemiumVisit Beam AI (official site)
CREAO
AI agent builder that turns a chat request into agents that run on a schedule and work inside your tools.
FreemiumVisit CREAO (official site)
Glean
Enterprise AI platform that searches company apps, answers questions with permissions respected, and runs agents on your own data.
Contact salesVisit Glean (official site)
Lyzr
Enterprise AI agent platform for building agents in plain language, running them in production and governing them with audit trails and policies.
FreemiumVisit Lyzr (official site)OpenBot
CopilotKit's open-source template for a self-hosted employee agent workspace, where each AI coworker has its own channel, browser, files and approved tools.
Open sourceVisit OpenBot (official site)
Relevance AI
Platform for building AI agents and teams of agents that run tools across your business apps, with Actions-based pricing from $19 per month.
Context FAQ
How much does Context cost?
Context does not publish prices. Enterprise deployments are quoted by deployment model, usage, support and scope; self-serve workspaces start free.
Is there a free Context plan?
Yes. Free accounts get a monthly allotment of usage credits and one running agent. Paid plans add more credits and more concurrent agents.
What plans does Context have?
A free self-serve plan, paid plans you upgrade to from Settings, Billing, and quoted enterprise deployments. Credits can also be topped up without changing plan.
Can Context run in my own cloud?
Yes. Enterprise deployments run in your VPC, on-premises or air-gapped, with files stored in your S3 or MinIO bucket.
Does Context have an API?
The product list includes an API and MCP, plus apps for web, desktop, mobile, Slack and Microsoft Teams.
What are alternatives to Context?
Glean, Relevance AI, Lyzr, Beam AI and Dust also provide business agent platforms.
Sources & verification
Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.
| Source | Type | Accessed |
|---|---|---|
| context.ai/ | official | |
| context.ai/help/pricing-and-procurement/how-is-context-priced | pricing | |
| context.ai/product/usage | official | |
| context.ai/help/getting-started/can-i-start-on-my-own-for-free | official | |
| context.ai/product/admin | official | |
| context.ai/products | official |
Image credits
- Logo: from context.ai · fetched · Vendor trademark, used only to identify the product; removed on request
- Cover: none collected yet, so a generated tile is shown.
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