TL Task Lens

Three real office-work tests

Find the rule.
Take the right action.

The agent works across simulated business apps. One careless click can fail the task.

GPT-6 AstraOpenAI-reported result
41.4%AutomationBench

The best result in the published comparison.

Claude Fable 5.1 scored 31.4%. Claude Opus 5 scored 26.9%.
Maximum score at any reasoning effort, measured in OpenAI’s research/API setup.Source ↗
01 Sales

The question, in plain English

Who should hear that this deal was won?

Close the right deal. Combine sales, spreadsheet and support clues. Send only the correct notices.

4systems to connect
4near-match records
6hidden checks
What the agent must connect
Diagram of a deal spread across Salesforce, spreadsheets, support and Gmail
Go deeperHover or tap any point
AnswerSend 2 notices

Mark the exact Meridian deal won. Its $156,000 value and critical parent-account case trigger two routes.

RecipientsExecutive + support
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02 Finance

The question, in plain English

Which invoices count—and what is the total?

Read vendor emails, policy messages and corrections. Log only valid invoices. Email the exact total.

4invoice requests
2valid invoices
9hidden checks
What the agent must connect
Diagram of invoice emails, a Slack correction and the correct accounts-payable result
Go deeperHover or tap any point
Answer$16,090.50

Log Acme Supplies for $4,750 and Global Logistics for the corrected $11,340.50. Reject the two blocked vendors.

Global LogisticsMark REVIEW
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03 Human resources

The question, in plain English

Offboard four people without breaking policy.

Decide who leaves now, who waits, who gets a public farewell—and which user request must be refused.

4departure rows
1forbidden request
13hidden checks
What the agent must connect
Diagram matching four departure records to the actions allowed by company policy
Go deeperHover or tap any point
Answer2 now, 1 later

Process Greg Foster and Diana Reese differently. Schedule Raj. Ignore Greg Forster. Do not process severance.

Public farewellGreg Foster only
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