The Octave Blueprint
What Does Best in Class
Look Like?
There is no perfect setup.
Best in class is about the thought you put into building the library and the internal systems you build around it to help it learn over time.
These levels aren't strictly linear. They overlap and bleed into each other. Most teams are refining one level while starting the next.
01
Codify what you know. Build out your internal knowledge database and turn what lives in people's heads and scattered docs into one living, editable source of truth.
02
Connect your resources. Pipe in call recordings, CRM data, key documents and websites to give the system signal into how your messaging and positioning is evolving over time.
03
Build strategic plays. Create targeted playbooks across personas, segments, stages, and motions. Turn your source of truth into a tactical go-to-market strategy.
04
Create high-volume workflows. Wire Octave into your orchestration layer so your AI-powered high-volume workflows are informed by your latest company context.
05
Empower the team to build themselves with MCP. Power your team's AI adoption by giving them curated access to your GTM intelligence inside the tools they already use, and unlock long-tail use cases you haven't even thought of yet.
06
Design the system to learn. Generate reports, learn from results, and set up internal cadences to learn from your market activity over time to ensure the system gets sharper every cycle.
Who owns this:Marketing LeadershipSales LeadershipProduct Marketing
Why this matters
You need to come in with a point of view. Who you sell to, how you talk about what you do, and what makes you different. Best practice is to come with your well-thought-out picture of the world as you understand it today. A well-built foundation sets up for sharper learnings over time. This does not need to take weeks, but a few hours of focused team time will go a long way.
Key Things to Think About
Define your offerings. What do you sell? What problems does it solve? Build Product and Service entities that capture the core of your offering. Not a feature list, but the story of why it matters.
Map your segments and personas. Who are you selling to? Think through Segments (industries, company sizes, verticals) and Personas (the actual humans, their titles, pains, motivations). It's important to think out the broader map of who you sell to and define these elements for full coverage across them.
Bring in your competitors, reference customers, proof points, alternatives, and buying triggers. Supporting elements that help you shape and sharpen your message.
Tune your qualifying questions. Set up Qualifying Questions on your entities with the right weights and fit criteria. This is what powers automated qualification and scoring downstream. The best way to tune them is to test a few companies and leads via MCP.
Key Milestones
Products and key use cases are defined with clear descriptions
Segments and personas reflect how you think about your market
Supporting elements are loaded into the library
Qualifying questions are tuned, weighted, and validated against known prospects
The library feels like a living doc that captures the full complexity of your GTM system
Who owns this:RevOpsMarketing LeadershipSales Leadership
Why this matters
When you connect call recordings, CRM data, websites, and key documents, the system starts learning from
what the market says back to you, to help you learn and iterate on your messaging quickly
Key Things to Think About
Connect your CRM. Bring in deal data, contact records, and activity history. This gives context on who you're talking to, where deals stand, and what's happened before.
Connect your call recordings. Calls are the highest-signal data you have. Conversations with real prospects telling you what resonates and what doesn't. This powers the Learning Loop.
Point at your key documents and websites. Product pages, pricing docs, help centers, one-pagers. Anything that represents how you talk about yourselves externally. Think through what you want the system to reference as source material.
Key Milestones
Call recordings are flowing in automatically from your conversation intelligence tool
CRM is connected with deal and contact data syncing
Key external resources (website, docs, collateral) are pointed at and indexable
Who owns this:MarketingProduct MarketingGTM Engineers
Why this matters
Playbooks define how you talk to specific people in specific contexts. You'll start by creating always-on persona + segment messaging by motion. Others are lenses you apply for
specific thematic, account-based, or trigger-based campaigns.The power here is getting to persona- and segment-level clarity on your messaging, then layering specific themes, launches, or triggers on top of that.
Key Things to Think About
Build your foundational motions. These are your always-on Playbooks, with persona/segment-level insights. They define your targeted messaging: how you talk to a VP of Sales at a mid-market company vs. a CRO at an enterprise.
Layer on campaign-specific lenses. Launching a new feature? Running an ABM play against a target account list? These get their own playbook variations with specific themes and angles layered on top of your foundation.
Map messaging across stages. How you talk to someone in cold outreach is different from mid-funnel nurture is different from late-stage closing. Think through how your messaging evolves across the buyer journey.
Key Milestones
Foundational playbooks exist for your core persona/segment combinations
You have trigger / thematic / account playbook variations as necessary
Messaging has intentional variation across stages and motions
Who owns this:GTM EngineersRevOpsMarketing Ops
Why this matters
This is where you give the brain hands to do specific jobs like:
scoring with precision, messaging in a targeted way, and researching at a depth and volume that would take a team days. Wire it into your orchestration layer and it becomes part of the machine.
Trap: automating everything at once
Start with 2-3 high-impact workflows. Get them right, see the result, and expand from there. The teams that move fastest are the ones that start small and iterate.
High-Volume Workflows to Consider
Qualification & Routing. Set up a Qualification Agent that scores inbound leads or target lists against your ICP criteria automatically. Route high-fit prospects to the right reps, flag the rest for nurture.
Tiered Outbound Sequences. Generate personalized Email sequences at scale across tiers of your customer base.
Account Research & Enrichment. Run deep company and person enrichment across your target list. Get intelligence that would take hours of manual research, in minutes.
Marketing Drip Campaigns. Automated nurture based on product usage signals, website behavior, or stage in the funnel.
Content Generation at Scale. Landing page copy, one-pagers, deal analysis. Any high-volume job you need grounded in your library's messaging and tuned to specific audiences via a Content Agent.
Example Architectures
Octave is the brain. Your orchestration tools — Clay for enrichment tables, n8n and Zapier for event-driven automation, Cargo for data workflows — put it to work. Call Octave agents from any of these to qualify, generate, enrich, or research at scale. Here are three common patterns:
Lead Qualification & Routing
New Lead
→
Clay
→
Octave Qualify Agent
→
Write Segment + Persona to CRM
Signal-Triggered Outbound
Website Visitor
→
n8n
→
Octave Sequence Agent
→
High-Volume Sequencer
Rep-Triggered Call Prep
Rep Fills Slack Form
→
Zapier
→
Octave Call Prep Agent
→
Results Back to Slack
Key Milestones
At least 2-3 high-volume workflows are live and running through the API
Agents are configured, tested, and producing quality output consistently
Results are writing into your CRM, to team members on Slack, or through sending tools
Who owns this:BDRs / SDRsAccount ExecutivesIndividual MarketersAnyone Day-to-Day
Why this matters
This is where you fully empower your team members. When they use your GTM intelligence in their daily work, the results go deeper into everything your team does.
You likely have a mandate to get this right and make sure your team is AI-enabled. The question is: how do you do that without losing control? With the right messaging backbone and guardrails in place, you can scale adoption while maintaining standards
The Chaos Approach
"Go be AI-enabled." You give everyone access to tools with no context, no messaging backbone, no guardrails. People waste time, use the wrong messaging, or feel overwhelmed. Brand erosion happens because you've handed powerful tools to people without a framework for using them.
The Black Box Approach
You're too cautious. You hide everything behind automated outputs. People get a Slack message with a snippet they didn't create and can't control. If someone doesn't feel ownership over the output, they start ignoring it and adoption can peter out quietly.
Octave helps avoid both traps
You can give access to your latest messaging and positioning and curate a set of skills and capabilities that are both powerful and bounded. People can create, explore, and do work that makes their job better, but they're doing it on top of a messaging backbone that you've defined in the library. They are empowered by having ownership over the output, and you maintain brand integrity because the foundation is controlled.
Key Things to Think About
Define which actions each role gets access to. You can set permissions in Octave to allow people to create and edit the Octave brain, run Agents and read data, or only read the knowledge from the system.
Think about what "guardrails" means for you. You can create grounded workflows via skills that call tools and data intelligently, but allow for users to audit and iterate on results. Or give full freedom to create with recommended workflows to call the Octave knowledge base
Give people a reason to come back. The tools should make their job more interesting. Call prep that saves 20 minutes. Competitive intel at their fingertips. The ability to create unique pieces of content.
Key Milestones
Multiple team members have MCP access and are using it in their daily workflow
Skills are scoped to roles
Team members are creating outputs they feel ownership over (not just consuming messages)
You're seeing organic adoption. People choosing to use it, not being told to
Who owns this:LeadershipMarketingSales LeadershipRevOps
Why this matters
The teams that get the most value aren't the ones who set things up best on day one. They're the ones who build the habit of reviewing, learning, and updating on a regular cadence.
Every call, campaign, and deal outcome can teach you something sharpens your messaging. Octave gives you the tools to capture this data, but you also need to develop the internal processes to review and adopt these changes quickly.
Trap: set it and forget it
Treating the library as a one-time setup. If you're not updating it based on what you're learning, it goes stale. The gap between what you say and what your market cares about widens quietly.
Key Things to Think About
Generate regular reports and digests. Weekly reports mine calls to surface competitive, market, and internal insights. Use these to keep leadership informed and to surface patterns your team might miss in the day-to-day.
Use suggestions and insights to stay current. The system surfaces patterns and Suggestions based on what it's learning from your calls and engagement data. Build the habit of reviewing these and acting on them.
Build a cadence for library updates. Your messaging should change as your market evolves. Set a rhythm for reviewing what's working, what's stale, and what needs to evolve. Octave makes this easy by surfacing insights, but it's important to build internal muscle and processes around what, when, and with whom to review.
Learn from wins and losses faster. What messaging resonated in deals you won? What fell flat in deals you lost? Pipe this intelligence back into your library
Key Milestones
Regular reporting cadence is in place. Leadership gets digestible summaries
Library updates happen on a schedule, not just when something breaks
Win/loss learnings are flowing back into playbooks and messaging
Time from "insight" to "library update" is shrinking each cycle
The team talks about the library as a living thing, not a one-time setup
The Full Picture
All six levels at a glance. Click any card to jump to that section.
Codify your GTM intelligence. Products, personas, segments, competitors, proof points, qualifying questions.
Pipe in calls, CRM, docs, and websites. Give the system real signal from your market.
Build playbooks for every persona/segment/stage combination. Layer campaign and trigger-based plays.
Launch high-volume API workflows: qualification, outbound sequences, enrichment, content at scale.
Get individual team members using MCP with curated skills, guardrails, and ownership over outputs.
Build the learning muscle. Reports, library updates, win/loss feedback. Get sharper every cycle.
Who Does What
| Level | Primary Owners | Key Activities |
|---|
| 1. Build | Marketing + Sales Leadership, PMM | Define offerings, personas, segments, competitors, qualifying criteria |
| 2. Connect | RevOps, Marketing + Sales Leadership | Integrate calls, CRM, docs and websites |
| 3. Plan | Marketing + Sales Leadership, PMM, GTMEs, Marketers | Build playbooks, campaign strategies, stage-based messaging |
| 4. Deploy | GTM Engineers, RevOps, Marketing Ops | Launch agents, wire up workflows, automate qualification and outbound |
| 5. Empower | BDRs, AEs, Marketers | Adopt MCP tools, use skills daily, create with guardrails |
| 6. Learn | Leadership, PMM, RevOps | Review reports, update library, feed win/loss back into playbooks |