Context

Context

Context is an enterprise platform to build, deploy, and continuously improve AI agents and workflows — a unified execution layer that runs on your infrastructure, connects to institutional data, and enforces enterprise permissioning and evaluation.

Context is ai office suite software teams evaluate for ai agents. Use this page to review pricing, integration signals, and the best alternatives before you commit.

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#450 in AI Agents (450 tools)
Added 1 year ago
Data reviewed Jul 15, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: AI Agents

What it does

AI Office Suite software for decision-makers comparing workflow fit and alternatives.

Best fit

AI Agents

Pricing snapshot

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Context

Context is an enterprise-grade platform for building, deploying, and improving AI agents and production workflows. It provides a unified environment (Workspace, Engine, Unify, Evals) where teams and agents work together on the same documents, files, and runbooks, with integrated evaluations and rubrics to validate outputs before they ship. The platform emphasizes enterprise controls — identity through your IdP, customer-managed keys, audit logs on every action, and deployment options including hosted, your VPC, on-prem appliance, or air-gapped — while supporting any model or agent framework and more than 800 connectors to institutional data sources.

Context is the first AI Office Suite that automates your workflow by creating documents, presentations, spreadsheets, and more using your data, tools, and style.

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Key Features

Unified Workspace

Documents, spreadsheets, decks, kanbans, and file viewers built in so teams and agents share the same environment and deliverables.

Engine & Execution Layer

An execution platform that runs agents and routes steps to the appropriate model, with step-level model routing and continuous improvement.

Unify (Context Graph)

Institutional context engine that captures knowledge, relationships, and permissions so agents can ground runs in firm data and reuse learning.

Evals, Rubrics & Golden Sets

Built-in evaluation suite where rubrics and golden sets validate every run, gate changes, and ensure regressions are caught automatically.

Model & Agent Flexibility

Support for any model or agent framework (Claude, GPT, Gemini, Kimi, open weights) and ability to bring your own models or use Context's workflows.

800+ Connectors

Permissioned connectors across data warehouses, documents, CRMs, ticketing, and internal systems (Snowflake, Box, Salesforce, Jira, Slack, etc.).

Enterprise Identity & Audit

Identity inherited from your IdP on every action, customer-managed keys, and an audit log on every action.

Flexible Deployment

Hosted, in your VPC, on-prem appliance, or air-gapped deployment options so compute and identity remain under customer control.

Accepted Outputs as Training Data

Your team's accepted outputs become training data for custom models you own and serve, improving task-specific performance over off-the-shelf agents.

Pricing

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Use Cases

Due Diligence & Financial Review

Agents read financials, tickets, and calls to draft diligence memos and flag risk signals and growth opportunities (example: Acme Q4 diligence).

Semiconductor Design & Fab Analytics

Chip design agents track RTL-to-GDSII progress, flag critical-path slips, and surface manufacturing diagnostics.

Workflow Automation & Handoffs

Automates handoffs across teams and tools (ServiceNow, Slack, Asana) to streamline ops and incident workflows.

Legal & Contract Review

Contract review, regulatory matters, and matter management using prebuilt legal agents and connectors to document stores.

Customer Support & Network Ops

Telecom use cases for network operations and customer support by integrating ticketing and telemetry systems.

Integrations

Snowflake

Connector to data warehouse sources for institutional context.

Databricks

Connector to engineering and analytics data platforms.

BigQuery

Connector to Google Cloud data warehouse.

Postgres

Connector for relational databases.

Looker

BI tool connector for dashboards and analytics context.

Box

Document and file storage connector used by prebuilt agents (due diligence).

Notion

Knowledge and docs connector.

Confluence

Enterprise docs and wiki connector.

Google Drive

Document and spreadsheet connector.

Salesforce

CRM connector for sales and customer context.

HubSpot

CRM/marketing connector.

Zendesk

Support ticketing connector.

ServiceNow

ITSM and workflow connector.

Jira

Engineering issue tracker connector.

GitHub

Code and repo context connector.

Slack

Collaboration and notification connector.

Microsoft Teams

Collaboration and messaging connector.

Benefits

Significantly faster turnaround on specialized enterprise workflows (site cites "40× Faster turnaround").
Lower cost per case through routing to cheaper models and distilling accepted work into cheaper, owned models (site cites "28× Lower cost per case").
Higher task accuracy on domain-specific workflows via custom models trained on your team's accepted outputs and evaluation gating (site cites "94% task-completion accuracy" for Context in internal benchmarks).

Limitations

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Frequently Asked Questions

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Getting Started

  1. 1 Contact Context / Book a demo ("Talk to us. Bring a workflow your team runs today and see it run in your environment.").
  2. 2 Connect your data sources once using the permissioned connectors ("Connect a source once. Agents read, work, and write back under the access rules you set.").
  3. 3 Configure identity and permissions (IdP integration), define runbooks and rubrics, and choose deployment (hosted, VPC, on-prem, air-gapped) before deploying agents.

Support

Contact / Sales

Email [email protected] and "Talk to us" / sales/demo requests via the website.

Demo

Book a demo or request to see a workflow run in your environment (site: "Talk to us. Bring a workflow your team runs today and see it run in your environment.").

Docs / Resources

Website resources, blog, FAQ, and marketplace pages linked from the site.

API

Available: No

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