Account Context
Company name, size, industry, recent signals (with source and date), and why this account is relevant right now. The SDR should not need to search for context — it should be surfaced in the package.
Agentic Sales Execution Systems
AI Agent Handoff Models for SDR Teams
The value of an agentic SDR system depends on where you draw the handoff line. Too early, and the SDR is still doing research. Too late, and human judgment is removed from decisions that need it. Here is how to design handoff models that work.
What Agent Handoff Means in an SDR System
In an agentic outbound system, the agent handles the repeatable, research-intensive work: finding accounts, collecting signals, sourcing contacts, and drafting personalized outreach. The handoff is the moment when completed work is transferred to the SDR for review, approval, and send. How that handoff is structured determines whether the system multiplies SDR output or just adds a review burden.
Three Handoff Models
Model 1 — Review and Approve (Recommended for Most Teams)
The agent completes account research, lead sourcing, and email drafting. The SDR receives a complete package — account summary, contact, research rationale, and draft — and approves or edits before the email sends. The human is in the loop at the send decision, but does not do any of the preparation work.
Best for: Teams with quality standards that require human sign-off on every send. SDR capacity shifts from preparation to review — most SDRs can review 30–50 packages per day.
Handoff point: After draft is complete. Before send.
Model 2 — Auto-Send with Spot-Check Review
The agent completes the full workflow and sends emails automatically. The SDR reviews a random sample (typically 10–20%) of outgoing sends per batch to catch quality issues before they scale. New campaigns or new signal types use Model 1 until quality is proven.
Best for: Teams with a validated personalization system and consistent output quality. Requires a proven pilot baseline before enabling auto-send.
Handoff point: After send. Before first reply arrives.
Model 3 — Tiered Handoff by Account Tier
High-value accounts (enterprise, specific named accounts, warm referrals) use Model 1 with full SDR review. Mid-tier accounts use Model 2 with spot-check review. Low-tier or exploratory accounts run fully automated. Each tier has different quality requirements and different risk tolerance for an imperfect send.
Best for: Teams running outreach across multiple ICP tiers simultaneously. Keeps SDR focus on the highest-value work.
Handoff point: Varies by account tier.
What a Good Handoff Package Includes
Target Contact
Name, title, verified email, LinkedIn profile. Role match confirmation against ICP definition. Prior outreach history if this contact has been in any previous sequence.
Draft Email
Signal-based opener, product angle tied to the signal, single CTA. The draft should require minimal editing — if it needs substantial rewriting, the research-to-draft workflow needs calibration.
Related Reading
- Human-in-the-Loop Outbound Playbook — Detailed guidance on where human judgment adds the most value in agentic systems.
- Outbound Agent QA Framework — How to validate agent output before it reaches the handoff stage.
- Agentic Sales Execution — The full operating model that these handoff patterns fit within.
Frequently Asked Questions
What is an agent handoff in an SDR workflow?
An agent handoff is the point where an AI agent completes its automated work and transfers a lead or task to a human SDR for the next step. Handoff quality determines whether momentum is preserved or lost. A well-designed handoff gives the human everything they need to act immediately — context, research, draft output, and a clear next action.
Where should AI agents hand off to human SDRs?
Agents should hand off after completing the research-heavy, repeatable tasks — account research, lead sourcing, and email drafting. The human SDR reviews the draft, approves or edits, and manages the relationship from first reply onward. Handoff before research is complete wastes the SDR's time. Handoff after the first reply is sent removes human judgment from an important touchpoint.
What information should be included in an agent handoff package?
A complete handoff package includes: the account summary (firmographics, recent signals), the target contact (name, role, verified email), the research rationale (why this account is relevant now), the drafted email, and any prior outreach history. The SDR should be able to review and decide in under 60 seconds.
How does agent handoff affect SDR capacity?
When agents handle research, sourcing, and drafting, SDR capacity shifts from preparation to review and relationship management. A single SDR can review and approve 20–50 account packages per day instead of preparing 5–10 from scratch. Total send volume increases while average message quality stays high.
Can agents handle follow-up sequences automatically?
Agents can draft follow-up sequences based on non-reply status and account context. Whether to send them automatically or route them through SDR review depends on your quality threshold and account tier. High-value accounts typically warrant human review at each follow-up touch. Lower-tier accounts may be suitable for agent-managed sequences with spot-check review.
Build a Handoff Model That Multiplies Your SDR Output
Ayegent handles research, sourcing, and drafting — then hands off complete packages for SDR review. Your team stays focused on relationships, not prep work.