Talk to an AI architectRequest info
AgentsWorkflowsService DeskAnalytics
AI Agent DevelopmentAI Development CompanyAI Automation AgencyConversational AIGenerative AI Consulting
AI agents for businessHow to become AI-nativeBuild vs buy AI agentsAI agents vs chatbotsAI agent development costAI agent glossaryTop AI agent companiesFounders Grit podcastBlog
IntegrationsBlogCareersRequest info
Compare: AI SDR options

11x AI vs a custom AI SDR: which outbound agent actually fits your pipeline

11x and Artisan sell a productized AI SDR you configure and run. A custom AI SDR is built around your CRM, data, and sales motion, and you own the code. Here is how to choose.

Book a free AI assessmentWhat is an AI agent?
Decision frame
11x / Artisan (productized AI SDR)

Use the standard path when the workflow and data are simple.

or
A custom AI SDR/outbound agent built and deployed for you

Build when integration, control, or ownership decides the outcome.

workflow fitdata boundaryownership
In one sentence

11x is a productized AI SDR platform that runs prospecting, enrichment, and outbound email and LinkedIn sequences out of the box, while a custom AI SDR is an outbound agent built and deployed directly into your own CRM, data, and workflows.

11x / Artisan (productized AI SDR)A custom AI SDR/outbound agent built and deployed for you
Setup timeDays to a few weeks: sign up, connect mailboxes, load ICP, launch sequencesWeeks: scoped build, CRM and data integration, evals, then deploy to production
Data and CRM fitConnects through standard integrations; logic and scoring stay inside the vendor's productWired into your CRM, warehouse, and enrichment sources; routing and scoring use your real fields
Outbound logic and ICPConfigurable templates and targeting within the platform's model of a sales motionBuilt to your exact qualification rules, sequencing, and handoff logic
OwnershipYou rent access; the vendor owns the code, prompts, and roadmapYou own the code, prompts, and infrastructure and can change anything
Model choiceVendor picks the underlying models; limited or no swappingModel-agnostic across OpenAI, Claude, Gemini, and open models, chosen per task
Safety and oversightPlatform-level guardrails and deliverability controls; limited custom approval gatesEvals, guardrails, human approval on risky sends, and a full audit trail
Cost shapePer-seat or per-rep subscription that scales with usageBuild investment up front, then you run it on your own infrastructure
Best atGetting a standard outbound motion live fast with minimal engineeringOutbound that depends on proprietary data, unusual rules, or systems you control

Choose 11x or Artisan when a turnkey AI SDR product fits

  • Your outbound motion is fairly standard: cold email and LinkedIn against a clear ICP, no exotic qualification rules
  • You want reps prospecting this quarter and have little engineering capacity to spare
  • Standard CRM integrations cover your data, and platform-level guardrails are enough oversight
  • You are fine renting the capability and letting the vendor own the code and roadmap

Choose a custom AI SDR when you need it wired into your data and owned

  • Qualification, routing, and sequencing depend on proprietary data or rules a product cannot express
  • The agent must read and write your CRM, warehouse, and internal systems as a first-class citizen
  • You need evals, approval gates on risky actions, and an audit trail for compliance or brand risk
  • You want to own the code and prompts and avoid per-seat pricing that climbs with headcount
Free AI assessment

Bring one workflow. In a free assessment we will tell you whether to buy a product, build a custom agent, or wait, no pitch.

Get an honest build-vs-buy call

What 11x and Artisan actually give you

Productized AI SDRs like 11x (Alice) and Artisan (Ava) package prospecting, enrichment, and multi-channel outreach into a product you configure rather than build. You connect mailboxes, define an ICP, and the platform runs sequences and books meetings. The strength is speed and low engineering lift; the limit is that the sales logic lives inside the vendor's model of how outbound should work.

  • Fast to launch with no engineering build required
  • Outbound logic, scoring, and prompts stay inside the vendor's product
  • Pricing is typically per-seat or per-rep and scales with usage
#support-agent

Customer Can I change this order before it ships?

Gaper agent I found the policy and order. I can update it now or bring in a human with context.

ResolveHandoffLog case

What a custom AI SDR changes

A custom outbound agent is built around your sales motion instead of a generic one. Gaper builds and deploys it into your CRM, warehouse, and enrichment sources so qualification and sequencing run on your real fields and rules. It ships with evals, guardrails, human approval on risky sends, an audit trail, and a named owner, and you own the code. That is the right call when your edge comes from data or logic a packaged product cannot reach.

  • Built into your CRM and data, not bolted on through generic connectors
  • Model-agnostic across OpenAI, Claude, Gemini, and open models
  • You own the code and can change qualification, sequencing, and handoff logic
Handover state
handoff packageCode, runbook, evals, dashboard
owned by your team
Source repoRunbookEval suiteOwner training

Access your auth

Data your environment

Ops monitor or handoff

FAQ

Common questions.

What is 11x AI?+
11x is an AI SDR platform whose digital worker, Alice, automates outbound prospecting, lead enrichment, and email and LinkedIn sequences. It is a productized tool you configure and run, so you launch a standard outbound motion quickly without building anything. The trade is that the sales logic and code stay inside 11x rather than in systems you own.
How is a custom AI SDR different from 11x or Artisan?+
11x and Artisan are products you rent and configure, while a custom AI SDR is an agent built specifically for your sales motion and deployed into your own CRM, data, and infrastructure. With a custom build you own the code and can express qualification and sequencing rules that a packaged product cannot. The cost is a longer setup and an up-front build investment instead of a per-seat subscription.
Is 11x worth it, or should I build my own AI SDR?+
11x is worth it when your outbound motion is standard and you want it live fast with minimal engineering. Build your own when qualification depends on proprietary data, you need the agent wired deep into your systems, or you need ownership, approval gates, and an audit trail. The deciding factor is usually how much your sales logic differs from a generic outbound playbook.
Can a custom AI SDR connect to my existing CRM and data?+
Yes. A custom AI SDR is built to read and write your CRM, data warehouse, and enrichment sources directly, so routing and scoring use your real fields instead of a generic data model. Gaper deploys the agent into those systems with evals, guardrails, and an audit trail so the integration is safe to run in production.
Who owns the code and the agent in a custom AI SDR build?+
You do. Unlike a productized AI SDR where the vendor owns the code, prompts, and roadmap, a custom build hands you ownership of the code and infrastructure. You can change qualification rules, swap underlying models, and extend the agent without waiting on a vendor's release cycle.
Is Gaper an AI SDR product like 11x?+
No. Gaper is an AI-native implementation partner that builds and deploys custom production AI agents, including outbound SDR agents, into a client's real systems. It is not a packaged product or a staffing firm. Agents ship model-agnostic with evals, guardrails, human approval on risky actions, an audit trail, and a named owner, and the client owns the code.
Further reading
How to Run an AI Agent Pilot That Actually Ships to ProductionThe State of AI Agents in 2026: What's Actually WorkingStartup automation stack, explained
Production AI agents, shipped with an owner

Ready to deploy your first agent?

Book a free 30-minute assessment. We'll map the highest-leverage workflow and scope the smallest thing worth shipping, live in as little as 24 hours.

Build, deploy, runYour cloudYou own the code