Agency Replaces an SDR Seat with an AI Employee
A 9-person agency ran an AI SDR with a job description, KPIs and weekly reviews.
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An agency lost its only SDR and could not justify a new hire at €3.2k/month while pipeline was uneven. A 9-person agency ran an AI SDR with a job description, KPIs and weekly reviews.
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What is the Agency Replaces an SDR Seat with an AI Employee use case?
An agency lost its only SDR and could not justify a new hire at €3.2k/month while pipeline was uneven.
What was the outcome?
The AI SDR handled enrichment, first-touch and follow-up. Month 3: 41 meetings booked vs the human baseline of 33, at €210/month in tools and model spend, with ~4h/week of human review.
Which tools were used?
ai-employee-stack, ai-sales-stack.
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Related concepts
The vocabulary this page depends on.
- →AI Employee
An AI employee is a persistent agent that owns a defined role — with a job description, tools, memory, KPIs and a manager — instead of running as a one-off task.
- →AI SDR (Sales Development Rep)
An autonomous system that researches, qualifies, and contacts leads.
- →Agent Architecture
Agent architecture is the structural blueprint of an AI agent: the model, the planning loop, the tools, the memory layer and the guardrails that decide how it acts.
- →Multi-Agent System
A multi-agent system splits a job across several specialised AI agents that coordinate through a shared plan, message bus or orchestrator.
Related workflows
Turn this into a repeatable process.
- →Hire an AI Employee (Role, Tools, KPIs)
Treat the agent like a hire: job description, onboarding, probation, review.
- →Automated Lead Qualification & Outreach
Score every new lead and trigger personalized outreach in minutes.
- →Analyze A Wallet With AI
Turn a raw transaction history into a readable profile: strategy, holding periods, risk behaviour and realised performance.
- →AI CRM Enrichment on Every New Lead
Every new lead gets automatically enriched with firmographics, LinkedIn and intent signal.
Related tool stacks
The tools that run it in production.
- →AI Employee Stack
Everything a role-owning agent needs: knowledge, tools, memory and reporting.
- →AI SDR & Outbound Sales Stack
Stack that runs lead enrichment, scoring, and personalized outreach end-to-end.
- →AI-Powered Agency Ops Stack
Run a 10-person agency with the operational overhead of a 3-person team.
- →Real Estate Agent AI Stack
Solo agent handling 5x the leads with automation.
Related prompts
Reusable prompts for this job.
- →AI Employee Job Description Prompt
Writes the role spec, KPIs and review cadence for an agent that owns a function.
- →Personalized Cold Outbound Email
Write a 4-sentence cold email that opens with a real hook, not a fake compliment.
- →Cold Outreach Prompt (Personalized)
Write a cold email that names one specific artifact of the target.
Related use cases
How people apply it, and what came out.
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20-person B2B company cuts outbound cost 70% and doubles pipeline.
- →Translation Agency Doubles Throughput With AI Assist
Boutique agency uses AI drafts + human editors for 2x speed at same quality.
- →Boutique Agency 10x's SEO Output Without New Hires
A 6-person agency moved from 4 articles/month to 40+ via a programmatic + AI workflow.
- →3-Person Agency Outproduces 15-Person Competitors
Boutique agency uses AI ops across delivery, sales, and reporting.