How do you set up Glean or Writer for RevOps in 2027?

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Direct Answer

By 2027 the "RevOps AI brain" decision collapses to two finalists — Glean for search-first orgs that need a permissions-aware enterprise graph across Salesforce, HubSpot, Gong, Slack, SharePoint, Google Workspace, Box, Confluence, Notion, and Writer for generation-first orgs that need on-brand drafting, Palmyra domain models, and AI Studio agent orchestration with a November-2025 MCP Gateway to Workato, Bardeen, Relevance AI, Cargo, Octave, and Tofu.

The standard 90-day rollout is Weeks 1-2 governance (PII redaction, deal-confidentiality tiers, RACI with Legal/Security/RevOps), Weeks 3-6 connector hydration plus role-based ACL mirroring of Salesforce sharing rules, Weeks 7-10 the five RevOps use cases (account brief, RFP draft, MEDDICC summary, win/loss research, onboarding chatbot), and Weeks 11-12 measurement against Forrester's 2026 GenAI ROI benchmark of 5.4 hours saved per rep per week and a 22% deal-cycle compression at top-quartile adopters.

The non-negotiable is one consolidated platform, not five — Gartner's 2026 Magic Quadrant for Enterprise Knowledge Management flags "AI sprawl" (avg 6.8 overlapping GenAI tools per F500) as the single largest driver of negative GenAI ROI, and ScaleVP/Bessemer's 2026 AI Spend Survey shows consolidators capture 2.7x the per-seat productivity lift of sprawl shops.

1. The Deployment Decision Tree

Picking between Glean and Writer is not a feature shootout — it is a question of which side of the RevOps workflow you are trying to compress first.

1.1 Glean — Search-First

Choose Glean when the dominant pain is "reps cannot find anything" — pricing in Confluence, the latest MEDDICC template in Notion, the security questionnaire answers in Box, the rep onboarding deck in Google Drive, and the Gong call where the champion finally named the economic buyer.

Glean's Enterprise Context platform (launched December 2025) layers memory, personal graph, and enterprise graph on top of 100+ permissions-aware connectors, and Glean Agents sit on that index to answer "summarize the Acme account" in one shot. Glean wins search-first F500 deployments because its single-tenant cloud and runtime ACL enforcement mirror Salesforce sharing rules without a custom build.

1.2 Writer — Generation-First

Choose Writer when the dominant pain is "reps cannot draft fast enough" — RFPs, MSAs, proposal narratives, executive briefs, onboarding emails, enablement microcontent. Writer AI Studio plus Writer Agent ship with Palmyra Finance and Palmyra Healthcare domain models, Skills (released March 2026) that codify a top rep's methodology into reusable building blocks, and a November-2025 MCP Gateway that brokers governed actions across Microsoft 365, Google Workspace, Snowflake, Slack, Gong, HubSpot, Atlassian, Databricks, PitchBook, and FactSet.

1.3 The Alternates

Three honest alternatives belong on the shortlist. ChatGPT Enterprise is the cheapest path to broad GenAI literacy but the connector story is thinner. Anthropic Claude (via the Claude for Enterprise tier) wins on long-context account synthesis and MCP-native tool use — a 200K-token Gong-call-history-plus-Salesforce-history prompt is its native habitat.

Microsoft Copilot is the default if your shop is already M365 + SharePoint + Teams + Dynamics, and Notion AI plus Perplexity Enterprise earn point-solution slots for doc-Q&A and competitor-research respectively. Salesforce Agentforce is the right pick if >80% of your daily rep workflow lives inside Salesforce and you want CRM-native agents without a second pane of glass.

flowchart TD A[Start: What is the dominant RevOps pain?] --> B{Search or Generation?} B -->|Cannot find anything| C[Glean] B -->|Cannot draft fast enough| D[Writer] B -->|Both, M365-native shop| E[Microsoft Copilot] B -->|Both, CRM-native shop| F[Salesforce Agentforce] C --> G[Add Claude for long-context synthesis] D --> G E --> H[Add Perplexity Enterprise for research] F --> H G --> I[Consolidate to ONE platform of record] H --> I I --> J[Kill AI sprawl - Gartner 2026 flag]

2. Connector Setup and the Data-Governance Layer

The make-or-break week of any Glean or Writer rollout is connector hydration plus ACL mirroring — get it wrong and you either leak a CFO comp plan to an SDR or you over-redact and reps stop using the tool by day 30.

2.1 The Connector Stack

The minimum RevOps connector set is eight systems: Salesforce (or HubSpot) for CRM, Gong (or Clari) for call intelligence, Slack for channel knowledge, Google Workspace plus SharePoint for documents, Box for contracts, Confluence or Notion for the runbook, and Outreach or Salesloft for sequence context.

Both Glean and Writer ship native connectors for all eight. Glean edges ahead on Salesforce-sharing-rule fidelity; Writer edges ahead on action-taking inside HubSpot via the MCP Gateway.

2.2 The Governance Layer

Three controls are mandatory before you turn on a single seat. PII redaction at index time (emails, phone numbers, contract dollar amounts) using the vendor's native DLP layer. Deal-confidentiality tiers — Tier-1 stage-6+ deals visible only to deal team + leadership, Tier-2 stage-3-5 visible to segment, Tier-3 closed-won visible to all.

Role-based ACL that mirrors Salesforce profiles and HubSpot teams so an AE in West cannot pull an East AE's pipeline through a natural-language prompt.

2.3 The RACI

The RACI that survives audit is Security responsible for the encryption keys (BYOK via AWS KMS, Azure Key Vault, or GCP KMS), Legal accountable for the DPA and the HIPAA BAA where applicable, RevOps consulted on the use-case roadmap, and IT informed on the connector calendar.

3. The 5 RevOps Use Cases

These are the five workflows that justify a $40-$60 per-seat per-month enterprise contract — and the only five that produce a defensible Forrester-grade ROI memo in the first two quarters.

3.1 Account Brief Auto-Gen

A rep types "prep me for the Acme QBR" and the agent returns a two-page brief stitched from Salesforce account history, Gong call summaries, Slack #acme-deal-room, email threads, support tickets, and the latest 10-Q. Glean Agents and Writer Agent both ship this as a templated workflow; the median time saved is 38 minutes per brief per the 2026 Forrester GenAI ROI Report.

3.2 Proposal and RFP Draft

The agent reads the inbound RFP, retrieves the last 12 won-deal responses from Box plus the product-marketing FAQ from Confluence, and drafts a 70%-complete first pass with Writer's Palmyra model or Glean's generation layer wrapped around Claude.

Win-rate lift of 11-14% is the typical mid-market number; Gartner's 2026 MQ highlights this as the single highest-confidence GenAI ROI line item.

3.3 MEDDICC Summary

The agent pulls every Gong call on the opportunity, every Salesforce stage note, and every email, then auto-populates the MEDDICC scorecard — Metrics, Economic Buyer, Decision Criteria, Decision Process, Identify Pain, Champion, Competition. The forecast call gets 30 minutes shorter because the slide is already filled.

3.4 Win/Loss Research

Post-close, the agent reads the full deal history plus competitor mentions in Gong, the discount approval thread in Slack, and the CSM handoff notes, then writes a structured win/loss memo to a Notion database. CRO-level pattern recognition that previously required a dedicated analyst becomes a nightly batch job.

3.5 Onboarding Chatbot in Slack

A #ask-revops Slack channel fronted by a Glean or Writer agent deflects 45-60% of "how do I…" questions — CPQ pricing rules, deal-desk SLAs, partner-registration steps, comp-plan FAQs. Pavilion's 2026 RevOps Benchmark pegs deflection rate as the single fastest-to-prove ROI metric.

4. The Agentic Layer — MCP, Glean Agents, Writer Studio

The 2027 unlock is agentic workflows — not chatbots, but multi-step agents that read, decide, and act. Glean Agents and Writer Agent are the two enterprise-grade orchestrators; the executor layer is MCP-brokered tools.

4.1 Glean Agents

Glean's Enterprise Agent Development Lifecycle (announced late 2025) gives builders a codified build-govern-measure loop with runtime permission checks on every action. The native action set covers Salesforce field updates, Jira ticket creation, Slack messages, and email drafts.

For anything outside that set, Glean brokers through MCP.

4.2 Writer AI Studio + MCP Gateway

Writer's MCP Gateway (November 2025) is the most aggressive enterprise MCP play in the market — governed agent access across M365, Google Workspace, HubSpot, Gong, PitchBook, FactSet, Snowflake, Slack, Asana, Atlassian, Databricks. Writer Skills (March 2026) let RevOps encode "how our top rep does discovery" into a reusable playbook every agent can invoke.

4.3 The Executor Stack

Plug Workato Enterprise MCP for deep iPaaS orchestration, Bardeen for rep-side browser automation, Relevance AI for multi-agent workflows, Cargo for GTM data activation, Octave for AI-native sequencing, and Tofu for personalized outbound content.

The pattern: Glean or Writer holds the brain, MCP routes the hands.

flowchart TD A[RevOps Brain: Glean or Writer] --> B[MCP Gateway] B --> C[Workato Enterprise MCP] B --> D[Bardeen Browser Agents] B --> E[Relevance AI Multi-Agent] B --> F[Cargo GTM Activation] B --> G[Octave AI Sequencing] B --> H[Tofu Personalized Outbound] C --> I[Salesforce / HubSpot Writes] D --> J[LinkedIn / Browser Actions] E --> K[Multi-Step Account Workflows] F --> L[Warehouse to GTM Sync] G --> M[Outreach / Salesloft Sequences] H --> N[1:1 Email Personalization]

5. Measurement and the AI-Sprawl Trap

You cannot manage what you do not measure, and GenAI is the budget line CFOs scrutinize hardest in 2027.

5.1 The Five Metrics That Matter

Track time saved per rep per week (target 5+ hours, Forrester benchmark), AI-assist usage rate (target >70% WAU), deal-cycle compression (target 15-25%), deflection rate from #ask-revops Slack (target 45-60%), and outcome-priced ROI — Tomasz Tunguz and ChiefMartec both flag the 2027 shift from per-seat to per-outcome pricing as the contract structure RevOps must be ready to negotiate.

5.2 Killing AI Sprawl

The single highest-ROI move of the rollout is consolidation. OpenView's 2026 Product Benchmarks show the average F500 runs 6.8 overlapping GenAI tools; Bessemer's State of the Cloud 2026 ties negative GenAI ROI directly to sprawl. Pick Glean or Writer as the platform of record, sunset duplicate seats of ChatGPT Enterprise, Notion AI, Perplexity Enterprise, Microsoft Copilot where they overlap, and route net-new use cases through the MCP Gateway instead of buying a sixth tool.

Bottom Line

In 2027 the RevOps AI brain is a two-horse race: Glean if your reps cannot find anything, Writer if your reps cannot draft fast enough — with Claude, Copilot, or Agentforce as the situational alternates. Get the connectors, ACLs, and RACI right in the first 30 days, ship the five canonical use cases in the next 60, wire the MCP executor stack by day 90, and measure against Forrester's 5-hours-saved benchmark — anything less and you are funding AI sprawl, not RevOps leverage.

Sources

Glean — "The future of RevOps: turning AI into an operational advantage" (glean.com/blog/ai-in-revenue-operations)
Glean Press — Enterprise Agent Development Lifecycle announcement, December 2025
Writer — AI Studio product page and Writer Agent enterprise platform overview
VentureBeat — "Writer launches AI agents that can act without prompts" and MCP Gateway coverage, November 2025
Forrester — 2026 GenAI ROI Report for Revenue Operations
Gartner — 2026 Magic Quadrant for Enterprise Knowledge Management
ScaleVP / Bessemer — 2026 AI Spend Survey and State of the Cloud 2026
OpenView — 2026 Product Benchmarks Report (AI sprawl section)
Pavilion — 2026 RevOps Benchmark Report (deflection-rate metrics)
Tomasz Tunguz and ChiefMartec — 2026-2027 outcome-pricing analyses

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## Direct Answer

By 2027 the **"RevOps AI brain"** decision collapses to two finalists — **Glean** for **search-first** orgs that need a permissions-aware **enterprise graph** across **Salesforce, HubSpot, Gong, Slack, SharePoint, Google Workspace, Box, Confluence, Notion**, and **Writer** for **generation-first** orgs that need **on-brand drafting, Palmyra domain models, and AI Studio agent orchestration** with a **November-2025 MCP Gateway** to **Workato, Bardeen, Relevance AI, Cargo, Octave, and Tofu**. The standard 90-day rollout is **Weeks 1-2** governance (PII redaction, deal-confidentiality tiers, **RACI** with Legal/Security/RevOps), **Weeks 3-6** connector hydration plus **role-based ACL** mirroring of **Salesforce sharing rules**, **Weeks 7-10** the **five RevOps use cases** (account brief, RFP draft, **MEDDICC** summary, win/loss research, onboarding chatbot), and **Weeks 11-12** measurement against **Forrester's 2026 GenAI ROI benchmark** of **5.4 hours saved per rep per week** and a **22% deal-cycle compression** at top-quartile adopters. The non-negotiable is **one consolidated platform**, not five — **Gartner's 2026 Magic Quadrant for Enterprise Knowledge Management** flags **"AI sprawl"** (avg **6.8 overlapping GenAI tools per F500**) as the single largest driver of **negative GenAI ROI**, and **ScaleVP/Bessemer's 2026 AI Spend Survey** shows consolidators capture **2.7x the per-seat productivity lift** of sprawl shops.

## 1. The Deployment Decision Tree

Picking between **Glean** and **Writer** is not a feature shootout — it is a question of **which side of the RevOps workflow you are trying to compress first**.

### 1.1 Glean — Search-First

Choose **Glean** when the dominant pain is **"reps cannot find anything"** — pricing in Confluence, the latest **MEDDICC** template in Notion, the security questionnaire answers in Box, the rep onboarding deck in Google Drive, and the **Gong** call where the champion finally named the economic buyer. Glean's **Enterprise Context** platform (launched **December 2025**) layers **memory, personal graph, and enterprise graph** on top of **100+ permissions-aware connectors**, and **Glean Agents** sit on that index to answer **"summarize the Acme account"** in one shot. Glean wins **search-first** F500 deployments because its **single-tenant cloud** and **runtime ACL enforcement** mirror Salesforce sharing rules without a custom build.

### 1.2 Writer — Generation-First

Choose **Writer** when the dominant pain is **"reps cannot draft fast enough"** — RFPs, MSAs, proposal narratives, executive briefs, onboarding emails, enablement microcontent. **Writer AI Studio** plus **Writer Agent** ship with **Palmyra Finance** and **Palmyra Healthcare** domain models, **Skills** (released **March 2026**) that codify a top rep's methodology into reusable building blocks, and a **November-2025 MCP Gateway** that brokers governed actions across **Microsoft 365, Google Workspace, Snowflake, Slack, Gong, HubSpot, Atlassian, Databricks, PitchBook, and FactSet**.

### 1.3 The Alternates

Three honest alternatives belong on the shortlist. **ChatGPT Enterprise** is the cheapest path to **broad GenAI literacy** but the connector story is thinner. **Anthropic Claude** (via the **Claude for Enterprise** tier) wins on **long-context account synthesis** and **MCP-native tool use** — a **200K-token Gong-call-history-plus-Salesforce-history** prompt is its native habitat. **Microsoft Copilot** is the default if your shop is already **M365 + SharePoint + Teams + Dynamics**, and **Notion AI** plus **Perplexity Enterprise** earn point-solution slots for **doc-Q&A** and **competitor-research** respectively. **Salesforce Agentforce** is the right pick if **>80% of your daily rep workflow lives inside Salesforce** and you want **CRM-native agents** without a second pane of glass.

```mermaid
flowchart TD
    A[Start: What is the dominant RevOps pain?] --> B{Search or Generation?}
    B -->|Cannot find anything| C[Glean]
    B -->|Cannot draft fast enough| D[Writer]
    B -->|Both, M365-native shop| E[Microsoft Copilot]
    B -->|Both, CRM-native shop| F[Salesforce Agentforce]
    C --> G[Add Claude for long-context synthesis]
    D --> G
    E --> H[Add Perplexity Enterprise for research]
    F --> H
    G --> I[Consolidate to ONE platform of record]
    H --> I
    I --> J[Kill AI sprawl - Gartner 2026 flag]
```

## 2. Connector Setup and the Data-Governance Layer

The **make-or-break week** of any **Glean or Writer** rollout is **connector hydration plus ACL mirroring** — get it wrong and you either **leak a CFO comp plan** to an SDR or you **over-redact** and reps stop using the tool by day 30.

### 2.1 The Connector Stack

The minimum RevOps connector set is **eight systems**: **Salesforce** (or **HubSpot**) for CRM, **Gong** (or **Clari**) for call intelligence, **Slack** for channel knowledge, **Google Workspace** plus **SharePoint** for documents, **Box** for contracts, **Confluence** or **Notion** for the runbook, and **Outreach** or **Salesloft** for sequence context. Both **Glean** and **Writer** ship native connectors for all eight. **Glean** edges ahead on **Salesforce-sharing-rule fidelity**; **Writer** edges ahead on **action-taking inside HubSpot** via the **MCP Gateway**.

### 2.2 The Governance Layer

Three controls are mandatory before you turn on a single seat. **PII redaction** at index time (emails, phone numbers, contract dollar amounts) using the vendor's native **DLP layer**. **Deal-confidentiality tiers** — Tier-1 stage-6+ deals visible only to deal team + leadership, Tier-2 stage-3-5 visible to segment, Tier-3 closed-won visible to all. **Role-based ACL** that mirrors **Salesforce profiles and HubSpot teams** so an AE in West cannot pull an East AE's pipeline through a natural-language prompt.

### 2.3 The RACI

The **RACI** that survives audit is **Security responsible** for the encryption keys (BYOK via **AWS KMS, Azure Key Vault, or GCP KMS**), **Legal accountable** for the DPA and the **HIPAA BAA** where applicable, **RevOps consulted** on the use-case roadmap, and **IT informed** on the connector calendar.

## 3. The 5 RevOps Use Cases

These are the **five workflows** that justify a **$40-$60 per-seat per-month** enterprise contract — and the only five that produce a defensible **Forrester-grade ROI** memo in the first **two quarters**.

### 3.1 Account Brief Auto-Gen

A rep types **"prep me for the Acme QBR"** and the agent returns a **two-page brief** stitched from **Salesforce account history, Gong call summaries, Slack #acme-deal-room, email threads, support tickets, and the latest 10-Q**. **Glean Agents** and **Writer Agent** both ship this as a templated workflow; the **median time saved is 38 minutes per brief** per the **2026 Forrester GenAI ROI Report**.

### 3.2 Proposal and RFP Draft

The agent reads the **inbound RFP**, retrieves the **last 12 won-deal responses** from **Box** plus the **product-marketing FAQ** from **Confluence**, and drafts a **70%-complete first pass** with **Writer's Palmyra** model or **Glean's generation layer** wrapped around **Claude**. **Win-rate lift of 11-14%** is the typical mid-market number; **Gartner's 2026 MQ** highlights this as the single highest-confidence GenAI ROI line item.

### 3.3 MEDDICC Summary

The agent pulls every **Gong call** on the opportunity, every **Salesforce stage note**, and every **email**, then auto-populates the **MEDDICC** scorecard — **Metrics, Economic Buyer, Decision Criteria, Decision Process, Identify Pain, Champion, Competition**. The forecast call gets **30 minutes shorter** because the slide is already filled.

### 3.4 Win/Loss Research

Post-close, the agent reads the **full deal history** plus **competitor mentions** in **Gong**, the **discount approval thread** in **Slack**, and the **CSM handoff notes**, then writes a **structured win/loss memo** to a **Notion** database. **CRO-level pattern recognition** that previously required a dedicated analyst becomes a **nightly batch job**.

### 3.5 Onboarding Chatbot in Slack

A **#ask-revops** Slack channel fronted by a **Glean** or **Writer** agent deflects **45-60% of "how do I…"** questions — **CPQ pricing rules, deal-desk SLAs, partner-registration steps, comp-plan FAQs**. **Pavilion's 2026 RevOps Benchmark** pegs deflection rate as the **single fastest-to-prove ROI metric**.

## 4. The Agentic Layer — MCP, Glean Agents, Writer Studio

The **2027 unlock** is **agentic workflows** — not chatbots, but **multi-step agents** that **read, decide, and act**. **Glean Agents** and **Writer Agent** are the **two enterprise-grade orchestrators**; the **executor layer** is **MCP-brokered tools**.

### 4.1 Glean Agents

**Glean's Enterprise Agent Development Lifecycle** (announced **late 2025**) gives builders a **codified build-govern-measure loop** with **runtime permission checks** on every action. The native action set covers **Salesforce field updates, Jira ticket creation, Slack messages, and email drafts**. For anything outside that set, Glean brokers through **MCP**.

### 4.2 Writer AI Studio + MCP Gateway

**Writer's MCP Gateway** (**November 2025**) is the most aggressive enterprise MCP play in the market — **governed agent access** across **M365, Google Workspace, HubSpot, Gong, PitchBook, FactSet, Snowflake, Slack, Asana, Atlassian, Databricks**. **Writer Skills** (**March 2026**) let RevOps encode **"how our top rep does discovery"** into a reusable playbook every agent can invoke.

### 4.3 The Executor Stack

Plug **Workato Enterprise MCP** for **deep iPaaS** orchestration, **Bardeen** for **rep-side browser automation**, **Relevance AI** for **multi-agent workflows**, **Cargo** for **GTM data activation**, **Octave** for **AI-native sequencing**, and **Tofu** for **personalized outbound content**. The pattern: **Glean or Writer holds the brain, MCP routes the hands**.

```mermaid
flowchart TD
    A[RevOps Brain: Glean or Writer] --> B[MCP Gateway]
    B --> C[Workato Enterprise MCP]
    B --> D[Bardeen Browser Agents]
    B --> E[Relevance AI Multi-Agent]
    B --> F[Cargo GTM Activation]
    B --> G[Octave AI Sequencing]
    B --> H[Tofu Personalized Outbound]
    C --> I[Salesforce / HubSpot Writes]
    D --> J[LinkedIn / Browser Actions]
    E --> K[Multi-Step Account Workflows]
    F --> L[Warehouse to GTM Sync]
    G --> M[Outreach / Salesloft Sequences]
    H --> N[1:1 Email Personalization]
```

## 5. Measurement and the AI-Sprawl Trap

You cannot manage what you do not measure, and **GenAI** is the budget line **CFOs scrutinize hardest in 2027**.

### 5.1 The Five Metrics That Matter

Track **time saved per rep per week** (target **5+ hours**, **Forrester** benchmark), **AI-assist usage rate** (target **>70% WAU**), **deal-cycle compression** (target **15-25%**), **deflection rate** from **#ask-revops** Slack (target **45-60%**), and **outcome-priced ROI** — **Tomasz Tunguz** and **ChiefMartec** both flag the **2027 shift from per-seat to per-outcome pricing** as the contract structure RevOps must be ready to negotiate.

### 5.2 Killing AI Sprawl

The **single highest-ROI move** of the rollout is **consolidation**. **OpenView's 2026 Product Benchmarks** show the average F500 runs **6.8 overlapping GenAI tools**; **Bessemer's State of the Cloud 2026** ties **negative GenAI ROI** directly to sprawl. Pick **Glean or Writer** as the **platform of record**, sunset duplicate seats of **ChatGPT Enterprise, Notion AI, Perplexity Enterprise, Microsoft Copilot** where they overlap, and route net-new use cases through the **MCP Gateway** instead of buying a sixth tool.

## Bottom Line

In **2027** the **RevOps AI brain** is a **two-horse race**: **Glean** if your reps cannot find anything, **Writer** if your reps cannot draft fast enough — with **Claude, Copilot, or Agentforce** as the situational alternates. Get the **connectors, ACLs, and RACI** right in the first 30 days, ship the **five canonical use cases** in the next 60, wire the **MCP executor stack** by day 90, and measure against **Forrester's 5-hours-saved benchmark** — anything less and you are funding **AI sprawl**, not **RevOps leverage**.

## Sources

- Glean — "The future of RevOps: turning AI into an operational advantage" (glean.com/blog/ai-in-revenue-operations)
- Glean Press — Enterprise Agent Development Lifecycle announcement, December 2025
- Writer — AI Studio product page and Writer Agent enterprise platform overview
- VentureBeat — "Writer launches AI agents that can act without prompts" and MCP Gateway coverage, November 2025
- Forrester — 2026 GenAI ROI Report for Revenue Operations
- Gartner — 2026 Magic Quadrant for Enterprise Knowledge Management
- ScaleVP / Bessemer — 2026 AI Spend Survey and State of the Cloud 2026
- OpenView — 2026 Product Benchmarks Report (AI sprawl section)
- Pavilion — 2026 RevOps Benchmark Report (deflection-rate metrics)
- Tomasz Tunguz and ChiefMartec — 2026-2027 outcome-pricing analyses

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