The Signal: September 22, 2026

16 articles

How Business Applications Become Agentic

Forrester: Agentic apps mark the biggest business software shift since cloud

- CRM and ERP systems shifting from manual systems of record to autonomous agents - Legacy vendors adding AI features are still stuck in the SaaS Hoarder paradigm - Native agentic apps reduce coordination work by 60-80%

Your company needs a pricing constitution.

Elena Verna: Your pricing chaos is killing your GTM

- Most companies lack a pricing philosophy, relying on spreadsheets and Slack threads - Faster product shipping amplifies pricing chaos with every new feature - Without clear rules, pricing decisions become endless negotiations that slow GTM - A pricing constitution aligns teams and prevents monetization gridlock

IAB sets new standards for agentic buying and measurement

IAB standardizes AI media buying with OpenProposal: 22% more publishers evaluated per plan

- IAB's AAMP 3.0 adds OpenProposal for machine-readable ad packages and automated negotiation - AI agents can evaluate 22% more publisher proposals than human planners - New measurement contract standards aim to reduce manual negotiation by 40%

We asked 6,346 companies for a demo. Most never wrote back. - The GTM with Clay Blog

GTM fail: 6,346 demo requests ignored by companies

- Clay agents sent 6,346 demo requests to B2B companies - Majority of companies failed to respond - Response times varied wildly across industries

HP & OpenAI Partnership Shows What Enterprise Agentic AI Requires Beyond the Model - TechRepublic

HP & OpenAI Partnership Reveals Enterprise AI Agent Essentials

- HP and OpenAI partner to build enterprise-grade AI agent infrastructure - Focus on security, scalability, and integration beyond just model capabilities - New framework supports 10x agentic workflow efficiency gains - Enterprise adoption requires robust governance and compliance layers

Being a System of Record Helps With Retention. But Alone, It Won’t Equal Growth

System of Record drives retention, but growth requires more

- ServiceTitan cut off Podium’s integration but retained 1,000 shared accounts - Systems of Record convert into retention, not acceleration - Salesforce’s applications business grew just 7% despite being the System of Record - Data storage costs for Systems of Record are exponentially higher than cloud alternatives

How to build a marketing team with AI coworkers

2027 org charts will include AI coworkers: Optimizely launches virtual CRO managers

- Optimizely's Virtual Teammates include AI CRO managers with audit trails and permissions - Treasure AI and HubSpot deploy marketing superagents that orchestrate other AI workers - Hybrid human-AI teams require new data access and governance frameworks

#610: I've Spoken at 150 Sales Kickoffs. Here Are 9 Ideas Worth Stealing

SKO Reinvented: Nine Ways to Transform Sales Kickoffs Into Impactful Experiences

- Add 'why we didn't buy' panels to learn from lost deals and improve sales strategies. - Use unscripted buyer insights to understand buyer language and build trust. - Include team-based competitions to solve internal problems and foster collaboration. - Integrate fun activities like improv and volunteering to boost morale and team bonding.

Advanced evals: How to find (and fix) hidden AI failures in your product

AI product teams are skipping critical eval steps, Shopify saw 68% cost savings

- Shopify used evals to build an AI workflow 2.2x faster and 68% cheaper than frontier models - Most teams skip critical eval steps and automate the wrong metrics - Hamel and Shreya offer a free plugin for automated eval heavy lifting

Position changing 9-5 to 7-7... Am I being an entitled millennial, or is that a red flag?

Sales rep forced into 7am-7pm grind with no pay raise or tools

- Sales team shrunk from 5 to 2, forcing rep to cover multiple territories - Mandatory 7am-7pm schedule imposed with no base pay increase or comp change - Rep denied tools like LinkedIn Premium despite increased workload - New 1099 opportunity lined up, but health insurance risk remains

Opus 5.5 vs. GPT-6 Sol: which model won my blind taste test?

GPT-6 Sol vs Opus 5.5: AI model blind test reveals GTM implications

- GPT-6 Astra won for creative tasks but Opus 5.5 excels at B2B frontend prototyping - Opus 5.5's 40% price drop makes it viable for long-running GTM automation tasks - Model choice impacts GTM workflows from email to PRDs to video editing

Anthropic releases Claude Opus 5.5, beating Fable 5.1 on key agentic benchmarks at 60% cheaper API price - VentureBeat

Claude Opus 5.5 outperforms Fable 5.1 at 60% lower cost

- Anthropic's Claude Opus 5.5 beats Fable 5.1 on key benchmarks - API pricing comes in 60% cheaper than competitor - Agentic AI capabilities now more accessible to enterprises

Your AI Productivity Gains Are Creating More Work

Shopify CEO warns against 'AI slop grenades' in productivity

- Shopify CEO Tobi Lütke cautions against AI-generated content dumping - AI productivity gains often create more work for reviewers and editors - Marketing leaders must prevent AI slop from reaching customers

When flat marketing budgets threaten growth

Flat marketing budgets in 2027 will force 40% cuts to experimental campaigns

- 2027 flat budgets equal real cuts with rising CPMs and CACs - Loss aversion drives teams to kill experimental campaigns first - Short-term protection of core programs risks long-term growth

Beyond MDF: Partner Incentives Enter A New Era Of Strategic Investment

Partner incentives evolve beyond MDF to strategic outcomes

- Partner incentives now focus on strategic investment, not just MDF - Programs are increasingly tied to business outcomes - Ecosystem leaders are expanding beyond traditional funding models

I left Claude for months. Opus 5.5 is why I'm back

Opus 5.5 wins back GTM users with cheaper, faster AI

- Opus 5.5 cuts costs by 40% and speeds up GTM automation tasks - Excels at frontend prototyping and long-running agentic workflows - Still struggles with verbose outputs and over-alignment warnings