Observed Signal · Sep 11, 2026 · Technical Release · Source: onlinemarketing.de · Impact: 4/5 · Sentiment: Positive
OpenAI Launches Data Agent in ChatGPT Work, Halts Pro Subscriptions on Astra Demand
OpenAI has introduced a new Data Agent feature within ChatGPT Work, allowing users to query company data using natural language, perform root-cause analysis, and create interactive dashboards without needing SQL skills. The agent connects to various data sources including Amazon Redshift, Google BigQuery, Databricks, MongoDB, Snowflake, ClickHouse, and Datadog, as well as files from Google Drive and SharePoint. It respects existing access controls and can incorporate internal definitions and relationships from tools like dbt, Snowflake Horizon, and Databricks Genie Ontology. Additionally, OpenAI is halting new Pro subscriptions due to unprecedented demand for its GPT-6 Astra model, which was launched in early September 2026. The company cites the high computational load from Pro users as the reason. Existing Pro users are unaffected, and other tiers remain available.
OpenAI's Data Agent in ChatGPT Work represents a significant advancement in AI-driven enterprise analytics, potentially transforming how companies access and use data for decision-making. The halt on Pro subscriptions for GPT-6 Astra indicates extraordinary demand, signaling a major adoption milestone for AI agents in business environments.
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Key Takeaways & Evidence Grounding
- OpenAI launched the Data Agent in ChatGPT Work, enabling natural language querying of enterprise data.
- The Data Agent integrates with Amazon Redshift, Google BigQuery, Databricks, MongoDB, Snowflake, ClickHouse, and Datadog.
- OpenAI stopped accepting new Pro subscriptions due to unprecedented demand for GPT-6 Astra.
- GPT-6 Astra was launched in early September 2026 and is considered OpenAI's most advanced model.
- The Data Agent allows users to create interactive dashboards and works with BI tools like Power BI and Tableau.
Connected Companies & Entities
11 Entities mapped“OpenAI offers the Data Agent as a Data Plugin in ChatGPT Work....”
“The Data Agent connects to Snowflake and uses Snowflake Horizon for data definitions....”
“The Data Agent connects to Google BigQuery and Google Drive....”
“The Data Agent connects to Amazon Redshift....”
“The Data Agent connects to Databricks and uses Databricks Genie Ontology....”
“The Data Agent connects to MongoDB....”
“The Data Agent connects to ClickHouse....”
“The Data Agent connects to Datadog....”
“OpenAI integrates ThoughtSpot, allowing teams to continue analyses in existing BI services....”
“OpenAI integrates Tableau, allowing teams to continue analyses in existing BI services....”
Ontology Mapping & Concepts
Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
OpenAI Launches Data Agent for ChatGPT Work
OpenAI introduced a new Data agent within ChatGPT Work, designed to let business users analyze company data through natural language queries. The agent connects to various data sources including Amazon Redshift, Datadog, Google BigQuery, ClickHouse, Databricks, MongoDB, and Snowflake, as well as files from Google Drive and SharePoint. It leverages semantic layers and business context from platforms like Databricks Genie, dbt, GitHub, and Snowflake Horizon. Users can build and share interactive dashboards, and the agent can also interact with BI tools like Tableau, Power BI, Sigma, and ThoughtSpot. OpenAI states that the agent is built from internal tools, with most of its product team and over two-thirds of its GTM organization using it. Early adopters include NTT Data, Thermo Fisher, ServiceTitan, and others.
OpenAI halves ChatGPT Pro usage, introduces $500 tier
OpenAI has revamped its ChatGPT Pro subscription plans, effectively halving the usage allowance for the $200 tier while keeping the price unchanged. New Pro 200 subscribers now receive 10x the Plus allowance instead of 20x, reducing the value proposition for heavy users, especially those running AI agents like Codex. To compensate, OpenAI has introduced a new $500 Pro 500 tier offering 25x usage and ultrafast access to GPT-6 Astra. Existing Pro 200 subscribers retain their original quota until the end of October. OpenAI justifies the change by pointing to recent API price cuts for lower-tier models like GPT-6 Sol and Luna, but notes that usage of the flagship Astra model will actually halve. The move reflects the high compute costs of AI agents and signals a shift towards usage-based pricing, with advertising and transactions explored as alternative revenue streams.
OpenAI pauses Pro sign-ups due to Astra demand
OpenAI has temporarily paused new subscriptions to its $200-per-month ChatGPT Pro plan due to unprecedented demand for its new GPT-6 Astra model, which has strained infrastructure. Product leader Thibault Sottiaux announced the move on X, calling it the 'least intrusive measure' to maintain service quality for existing users. Existing Pro subscribers remain unaffected, while other plans (API, Go, Plus) are still open. The pause is intended to be temporary, with the company working to add computing capacity. Astra, launched on September 3, is touted as a major leap in AI reasoning, coding, and computer use, driving a surge in sign-ups. OpenAI has not specified the duration of the pause or the scale of demand.
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