Analysis

The CPAG Blog

Clinical insights on founder physics, institutional discipline, and the path from seed to exit.

July 20, 2026

The Prompt Is Not the Record. The Resolution Is.

Prompts are not the business record that settles a contested AI-assisted decision. The resolution is, and no vendor can credibly audit its own agent's work.

July 16, 2026

Sovereign AI Is a Capacity Strategy, Not Just a Model Strategy

Enterprises evaluating sovereign AI must look beyond model ownership. A credible strategy accounts for compute, memory, devices, power, facilities, talent, and governance.

July 8, 2026

Do Not Build Around the Model. Build Around the Resolution.

Frontier model access is conditional. Build around verified resolutions so critical work can move across qualified models without losing control or margin.

June 12, 2026

Investors Thought SpaceX Was a Launch Company. The Filing Reveals a Power-and-Compute Conglomerate.

SpaceX's IPO filing reveals a vertically coordinated infrastructure system spanning connectivity, space, and AI, with Starlink anchoring the financing math for a much larger ambition.

May 31, 2026

Token Pricing Is Not Outcome Alignment

Consumption-based AI pricing protects vendors from uncertainty. Resolution as a Service (RaaS) is the model that actually aligns incentives with resolved outcomes.

May 31, 2026

Veeva Just Validated the RaaS Thesis. Now Comes the Pricing Problem.

Veeva’s Falcon platform confirms that agentic labor is entering enterprise software. The unanswered pricing question reveals exactly the gap Resolution as a Service was built to close.

May 28, 2026

Salesforce Just Proved the RaaS Thesis. It Also Proved It Has No Idea What to Do Next.

Salesforce's Headless 360 processed 4.5 million MCP calls since April. The UI is optional. The monetization model is unresolved. That gap is the Resolution as a Service argument.

May 26, 2026

ServiceNow Is Moving in the Right Direction. It Is Not Moving Far Enough.

ServiceNow's 50% non-seat ACV is the best public data point in the RaaS transition. It is also a case study in why consumption-based pricing and resolution-based pricing are not the same thing.

May 13, 2026

Microsoft Priced the Agent Workforce. They Forgot to Price What It Resolves.

Microsoft built consumption billing for AI agents. That is not outcome-based pricing. Every seat-based SaaS layer above that infrastructure is now misaligned with its own substrate.

May 12, 2026

Citrix Just Blinked. It Wasn't Enough.

Citrix launched Platform Flex today, a credit-based consumption model that looks flexible but avoids outcome accountability. Here is what it reveals about Business Model Debt.

May 6, 2026

Resolution vs. Results: Why Changing Your Pricing Model Without Changing Your Architecture Is a Trap

Results as a Service changes your invoice. Resolution as a Service (RaaS) changes your architecture. Here is why the difference determines whether you survive renewal.

April 28, 2026

The Companies That Win Transitions Are the Ones That Move First

The Seat Is Dead research brief documents what the SaaS pricing transition actually looks like in primary data. 18 pages. 8 vendors. 39 footnotes. Here is what it shows about who moves first and why timing is the only variable that matters.

April 20, 2026

Benioff Is Half Right. That's the Dangerous Half.

Salesforce's CEO has correctly identified the High-Fidelity Repository as the real moat. He has not explained why that moat justifies seat-based pricing when AI agents are replacing the seats.

April 13, 2026

From Signal to Resolution: The Architectural Opportunity DEX Opened

The DEX market proved enterprises will pay to detect problems faster. The architectural layer that turns that proof of market into a defensible moat is the High-Fidelity Repository, priced on Resolution as a Service economics.

April 10, 2026

The RaaS Transition Is Not a Repricing. Five Questions Every SaaS CEO Must Answer Before Starting.

Outcome-based pricing sounds straightforward. The operational reality is not. Five diagnostic questions every SaaS CEO must answer before starting the Resolution as a Service (RaaS) transition.

March 30, 2026

The Thoma Bravo Blind Spot: Why "Mission Critical" Won't Save Seat-Based Revenue

Mission-critical positioning protects a workflow from elimination. It does not protect seat-based pricing from the compression that follows when AI eliminates the headcount operating that workflow.

March 23, 2026

Executive Debt Startup: Why Your Scaling Has Stalled

Executive debt is the architectural failure that destroys founder equity before Series A. Here is the Resolution as a Service diagnostic for identifying it and the Delegated Authority Matrix for fixing it.

March 19, 2026

Human in the Loop Isn't Friction. It's the Four Minutes That Caught a Fabricated Fed Call.

AI agents can retrieve real data and still hallucinate a false strategic narrative. Resolution as a Service (RaaS) requires measurement trust infrastructure, and human audit loops are part of it.

March 10, 2026

The Liquidation of SaaS Logic: Why Resolution as a Service (RaaS) is the Only Path Forward

As the cost of AI logic hits zero, seat-based SaaS is dying. Learn how Resolution as a Service (RaaS) decouples revenue from headcount to save your margins.

March 5, 2026

The Death of the Seat: Transitioning to Outcome-Based SaaS Pricing

Per-seat SaaS pricing penalizes vendors for building better AI. Resolution as a Service (RaaS) is the structural alternative that aligns revenue with outcomes delivered.

March 4, 2026

The Terminal Value Reset: Surviving the "Big Squeeze"

Seat-based SaaS terminal value is collapsing as AI agents replace the headcount that justified per-seat pricing. Here is the Resolution as a Service framework for surviving it.

March 2, 2026

The Efficiency Tax: Why Scaling on Legacy Infrastructure is a Valuation Killer

High decision latency is not a software problem. It is an architectural failure that destroys founder equity before Series A. Here is the Resolution as a Service diagnostic for fixing it.

February 13, 2026

The Illusion of Human Scale

High headcount is often a mask for executive debt. Learn why Revenue Per Employee is the only metric that proves you are a tech company and not a service firm.

February 12, 2026

The Venture Graduation Gap

Most startups do not die from starvation. They die from indigestion. The graduation gap from Seed to Series A is where discipline either becomes structural or becomes fatal.

February 11, 2026

The Death of the Lean Series A

The next five years will see a flight to Functional Realism. Investors are fleeing the Seat-Based SaaS model because AI has decoupled labor from output.

February 11, 2026

The UI is No Longer the Asset. It is the Anchor.

In the Resolution as a Service era, the defensible moat is not the interface. It is the High-Fidelity Repository underneath it. Here is why that distinction determines your exit.

February 10, 2026

Welcome to Crown Point Advisory Group

Crown Point Advisory Group advises a select group of B2B founders at the Seed and Series A stages. This is what we believe and why it matters.