// signal(daily)

The daily briefing for AI marketers, growth hackers, and operators.

// computing(∑)

LIVE

847

∑ sources

0.47%

σ signal/noise

t₀ today 2026-01-24
LIVE

What 1,150 senior tech and business leaders shared about AI and automation

Highest rated content by TLDR AI Read time: 4 minutes · Marketing
Score: +3390
79% of IT leaders plan to increase automation budgets by ~20% through 2028 (Camunda). Teams now manage an average of 50 process endpoints, a figure growing 14% year-over-year. Tactical implication: Audit current process endpoints to identify fragmentation before layering agentic workflows.

A detailed guide to building agentic systems

by TLDR AI Read time: 4 minutes · Marketing
Score: +2800
Algolia's 2026 Agentic AI framework leverages the Model Context Protocol (MCP) to transform search into actionable workflows. The approach addresses infrastructure needs across 17 global regions for autonomous retrieval. Tactical implication: Review the MCP specifications to prepare your data schema for agentic access.

December 2025 HubSpot updates: Smarter segmentation, tighter AI control, less CRM busywork

by MarTech Read time: 4 minutes · Marketing
Score: +2600
HubSpot's December 2025 update introduces "Segment Analyze" to visualize overlap and growth, plus a Claude connector for direct CRM updates. The release also sets a March 16, 2026 sunset date for legacy Standard Sandboxes. Tactical implication: Enable "working hours" for Customer Agents to limit AI responses to business hours during initial rollout testing.
t₋1 yesterday 2026-01-23

Agentic AI on the rise: Keys to unlocking value (Sponsor)

Highest rated content by TLDR AI Read time: 4 minutes · Marketing
Score: +3000
TLDR AI highlights the importance of AI agents in driving business innovation. Strategy: leverage AI agents for various tasks. Tools: explore new AI applications to enhance efficiency.

From Zero to Agentic Enterprise: A Startup’s Guide to Salesforce AI

by Salesforce Read time: 4 minutes · Marketing
Score: +2900
Salesforce outlines how growing businesses can scale using agentic AI solutions. Strategy: implement AI solutions without compromising trust. Action: evaluate AI tools to enhance customer engagement.

AI Gains Starting to Show in the Real Economy

by TLDR AI Read time: 4 minutes · Marketing
Score: +2800
TLDR AI breaks down the shift towards real-world applications of AI tools. Tools: utilize AI like Claude Cowork for operational efficiency. ROI: measure the impact of AI on productivity.
t₋2 2 days ago 2026-01-22

How AI agents shaped the record-breaking 2025 holiday season

Highest rated content by MarTech Read time: 4 minutes · Marketing
Score: +3910
Salesforce data reveals AI agents influenced 20% of the $1.29 trillion global holiday sales, with agent-driven search converting 9x higher than social traffic. Brands deploying proprietary AI agents saw 59% higher growth rates compared to non-adopters. Tactical implication: Prioritize 'owned agentic AI' in 2026 roadmaps to capture high-intent discovery traffic and automate post-purchase returns.

A practical framework for AI disclosure in marketing

by MarTech Read time: 4 minutes · Marketing
Score: +3480
Jeanne Jennings (Georgetown University) proposes a 'disclosure continuum' based on Context, Consequence, and Audience Impact rather than binary labeling. While internal segmentation requires no disclosure, high-consequence external content—like realistic human images—demands transparency to maintain trust. Tactical implication: Adopt this 3-part framework to filter 'disclosure noise' and only label AI use that materially affects consumer perception.

It’s time for AI to join your workflows

by MarTech Read time: 4 minutes · Marketing
Score: +2800
Typeface CMO Jason Ing warns that 'AI silos' are replacing data silos as the primary threat to efficiency. Integrating AI directly into campaign workflows—rather than treating it as a standalone tool—transforms it from a utility to a partner. Tactical implication: Audit current campaign creation processes to identify manual handoffs that agentic AI can automate.

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Head of Growth