AI Agents · AI SDR and Sales Operations
AI Sales Agents and AI SDRs
An AI sales agent takes on the research, data entry and follow-up work that eats into a sales team's day. It enriches leads, drafts outreach, qualifies inbound inquiries, books meetings and keeps your CRM current. Aaga builds AI SDR agents that keep your reps in charge of every message that goes out and every deal decision.
- Research every account and contact before the first touch
- Get personalized outreach drafts that a rep approves before anything is sent
- Answer and qualify inbound leads fast, then route them to the right rep
- Keep HubSpot, Salesforce or Zoho CRM accurate without manual data entry
- Clients across the US, Canada, UK, Netherlands, UAE and India
- 100+
- On outbound messages, for as long as you want it
- Rep approval
- Reply to your inquiry within one business day
- 1 day
What Can an AI Sales Agent Do?
An AI SDR handles the groundwork around selling, so reps spend their time in conversations that can close.
Lead Research and Enrichment
Pulls company details, role, recent news and fit signals from your CRM, the company website and data providers you license, then writes a short brief.
Personalized Outreach Drafts
Drafts emails and LinkedIn-style messages grounded in the research and your messaging, and queues them for a rep to approve or edit.
Inbound Qualification and Routing
Replies to form fills and chat inquiries, asks your qualifying questions and routes the lead to the right rep or territory.
Meeting Booking
Offers open slots, books on the right rep's calendar, sends confirmations and handles reschedules.
CRM Hygiene
Logs activity, fills missing fields, flags duplicates and stale deals, and keeps contact records consistent.
Call Summaries and Next Steps
Turns call recordings or transcripts into summaries, action items and CRM updates for the rep to confirm.
How Does an AI SDR Workflow Run?
Trigger
A new inbound lead, a form fill, a list from your team or a change in an account starts the workflow.
Research and Enrich
The agent gathers firmographic and contact data, checks it against your CRM and writes a short account brief.
Score Against Your ICP
It scores the lead against your ideal customer profile and qualification rules, and explains the score.
Draft for Approval
It drafts the outreach or reply and queues it for a rep. Nothing goes out without the approval rules you set.
Book, Send and Log
After approval, it sends, books meetings and logs every touch and field update in the CRM.
Learn From Outcomes
Edits, replies and meeting outcomes feed back into templates, scoring and the test set.
What the AI SDR Does vs What Your Reps Decide
The agent does the preparation and the admin. Your team owns the strategy, the message and the relationship.
| AI sales agent | Your sales team | |
|---|---|---|
| Target accounts | Researches and enriches accounts on your list | Defines the ideal customer profile and the target list |
| Outreach | Drafts personalized emails and messages | Approves, edits or rejects each draft before it is sent |
| Inbound leads | Qualifies against your criteria and routes quickly | Sets the qualification rules and owns the conversation |
| Meetings | Offers slots and books on the right calendar | Runs the meeting and decides next steps |
| CRM | Logs activity, fills fields, flags duplicates and stale deals | Owns the forecast, pricing and deal-stage calls |
| Contact rules | Checks consent, opt-outs and suppression lists before any send | Sets the contact policy with legal input |
Approval rules are set per team. Many teams keep human approval on all outbound messages.
How Do Consent and Anti-Spam Rules Apply to AI Outreach?
AI does not change the rules for sales outreach. It makes following them easier to enforce, because every send passes through code that checks them.
Anti-spam and privacy laws differ by country. Examples include CAN-SPAM in the US, GDPR and the UK's PECR in Europe, and the Digital Personal Data Protection Act in India. Common themes are a lawful basis or consent to contact, honest sender details, a working opt-out and respect for opt-outs across every channel.
Aaga builds those rules into the agent: suppression lists and opt-outs are checked before every message, sending limits protect your domain, and every send is logged with its source. Phone outreach has its own rules on consent and calling hours, covered on our AI outbound calling page. Your legal team sets the policy; the agent enforces it. This is general information, not legal advice.
What Is an AI Sales Agent?
An AI sales agent is software that uses a large language model and your sales tools to do the preparation and follow-through around selling. It researches leads, drafts outreach, qualifies inbound inquiries, books meetings and updates the CRM. An AI SDR is the same idea focused on the top of the funnel.
The goal is not to replace reps. Reps spend much of their day on research, copying data and chasing replies. An agent can do most of that, so reps spend more of their time talking to buyers. Aaga builds these agents as part of our AI agent development practice.
Where Does an AI SDR Save the Most Time?
The biggest gains come from frequent, repetitive steps where the rules for a good outcome are clear.
| Task | What the agent does | What stays with the rep |
|---|---|---|
| Account research | Writes a one-page brief before each touch | Decides whether the account is worth pursuing |
| First-touch emails | Drafts a personalized message per contact | Approves, edits or rejects it |
| Inbound follow-up | Replies quickly, asks qualifying questions, routes | Takes over qualified conversations |
| Meeting scheduling | Finds slots and books them | Runs the meeting |
| CRM updates | Logs activity, fills fields, flags duplicates | Owns deal stage and forecast |
| Call notes | Summarizes calls and suggests next steps | Confirms and sends follow-ups |
Speed matters most on inbound. A lead who fills in a form is usually still comparing options, and a fast, relevant reply keeps you in the running. If those leads want a phone call, our AI outbound calling agents can call back within minutes, with consent checks built in.
Why Keep Human Approval on Outreach?
Generic AI email at volume damages reply rates, domain reputation and your brand. We design sales agents the other way around: fewer, better messages, each one approved by a rep until the drafts have earned more trust.
Approval also gives you useful feedback. Every edit a rep makes shows what good looks like for your market. We review approval and edit rates weekly during a pilot and adjust prompts, templates and research sources accordingly.
How Does It Keep Your CRM Clean?
A CRM is only as useful as its data. The agent works with HubSpot, Salesforce and Zoho CRM through their APIs and follows your field rules, ownership and stages:
- Activity logging. Emails, meetings and call summaries are attached to the right contact and deal.
- Field completion. Missing industry, size, role or region fields are filled from verified sources, with the source recorded.
- Duplicate detection. Likely duplicates are flagged for a person to merge, not merged automatically.
- Stale deal alerts. Deals with no activity get a nudge to the owner, with a suggested next step.
The same integration work often supports other teams. Sales and support see the same customer, so teams often pair a sales agent with an AI agent for customer support.
How Do You Measure an AI Sales Agent?
Measure against a baseline from before the pilot, using numbers your team already trusts:
- Time from inbound lead to first reply.
- Meetings booked per week, and how many were qualified.
- Share of drafts approved without edits.
- Reply and positive-reply rates on approved outreach.
- CRM completeness for the fields that drive routing and reporting.
What Does an AI Sales Agent Need to Work Well?
Most weak AI SDR results trace back to inputs, not the model. Before a pilot, we work with your team on four things:
- A written ideal customer profile. Industries, company sizes, roles and disqualifiers the agent can check against.
- Messaging guidance. Your value proposition, proof points you are allowed to use, tone and phrases to avoid.
- Clean access. API access to the CRM, calendars and email, with permissions limited to what the agent needs.
- Named approvers. Who reviews drafts, how fast, and who changes the rules when results come in.
With these in place, the agent's output reads like your best rep's preparation, not a template.
Start With One Sales Motion
Pick one motion, such as inbound follow-up or account research for a target list. Aaga builds a pilot on your CRM, with approval steps, logs and a test set from day one. You work directly with the senior engineers who build it. For email deliverability and campaign infrastructure, our email services team can help alongside. For the broader thinking behind agents, read what is agentic AI.
Frequently Asked Questions
An AI SDR is an AI sales agent that does the work of a sales development representative's groundwork: researching leads, drafting outreach, qualifying inbound inquiries and booking meetings. At Aaga we build AI SDRs to support reps, with a person approving outbound messages and owning every deal decision.
Only if you choose that. By default, Aaga's sales agents queue every outbound draft for a rep to approve, edit or reject. Some teams later allow automatic sends for narrow, low-risk cases, such as confirming a meeting the prospect has already booked.
Yes. The agent reads and writes contacts, companies, deals and activities through each CRM's API, following your field rules and ownership. We can also connect other CRMs, calendars, email and chat tools that offer an API.
From your own CRM and website forms, public company information, and any enrichment or data providers you already license. The agent records where each data point came from, so reps can check it and you can honor data requests.
Outreach is governed by the same anti-spam, privacy and consent laws whether a person or an AI writes it. The agent enforces your contact policy, opt-outs and suppression lists in code, but your legal team should set that policy for each market you sell into.
Yes, for calls people expect or have agreed to receive, such as calling back an inbound lead who asked for a call. That is a voice agent, built with consent checks, calling-hour rules and easy opt-outs. See our AI outbound calling page for details.
We track response time to inbound leads, meetings booked, the share of drafts reps approve without edits, reply rates and CRM field completeness, compared with a baseline from before the pilot. The agent is also tested against a set of real past leads before each release.
Give Your Reps an AI SDR
Pick one sales motion, such as inbound follow-up or account research. We'll build a pilot on your CRM and show you the results before you expand.
Plan My AI Sales Agent