AI Revenue Systems

Stop Hiring SDRs. Build the AI System That Runs Outbound 24/7.

We deploy an AI that sources your ideal prospects, monitors intent signals, writes personalised outreach, and books meetings directly into your calendar — with no SDR salary, no ramp time, and no excuses.

Volume increase vs. human SDR team

−68%

Average reduction in cost-per-SQL

90d

Time to first AI SDR going live

Trusted by growth teams at

Definition

What is an AI SDR system?

An AI SDR (Sales Development Representative) system is an automated sales infrastructure that replicates and replaces the function of a human sales development team. It uses AI to identify high-fit prospects based on intent signals and ICP criteria, enriches contact data from multiple sources (Clay, Apollo.io, LinkedIn, ZoomInfo), generates hyper-personalized outreach messages using large language models (GPT-4), manages multi-touch sequences across email and LinkedIn, and books qualified meetings directly into your team's calendar — without human involvement. An AI SDR system built by Aroluxa operates at 8× the volume of a human SDR team at 68% lower cost-per-SQL.

AI SDRsales development representativeAI prospectingintent signalsClayApollo.ioLinkedIn Sales NavigatorZoomInfoBomboraClearbitInstantlySmartleadHeyreachn8nOpenAI GPT-4ICP targetinglead enrichmentemail sequencingLinkedIn automationHubSpotSalesforcesignal-based outbound

The Problem

Why most companies struggle without AI

The same patterns limit every revenue team. Here's what we fix first.

01

SDR headcount costs are compounding

Each SDR costs $70K–$100K fully loaded. Add tools ($500–$2,000/month), manager time, and turnover (average 12–18 months tenure) and the true cost of a sales development function is 2–3× the salary line. AI SDR systems replace this at a fraction of the cost.

02

Rep ramp time is destroying pipeline velocity

The average SDR takes 3–6 months to reach full productivity. During that window, you are paying for zero qualified output. An AI SDR system is live and producing meetings in 6 weeks — with no ramp curve.

03

Outreach quality degrades at volume

Human reps batch-and-blast when volume targets are high. AI SDR systems generate truly personalized messages for every prospect — referencing LinkedIn activity, company news, and role-specific pain points — at scale, without shortcuts.

04

Intent signals aren't being used

Your best-fit prospects signal purchase intent daily — through G2 reviews, job postings, funding announcements, technology changes, and content engagement. Without automation, your team never sees them. AI SDR systems monitor and react to intent signals instantly.

05

LinkedIn outreach is a full-time job

Effective LinkedIn SDR work — connection requests, follow-ups, InMail sequences, profile views — takes 3–4 hours per day per rep. AI systems handle this autonomously, at scale, while staying within LinkedIn's safety limits.

06

Email deliverability is actively declining

Mass sending from one domain destroys deliverability. AI SDR infrastructure includes domain warmup, inbox rotation, bounce management, and deliverability monitoring — so your sequences land in primary inboxes, not spam.

Full System Scope

Everything we build, end to end

Every component is custom-built for your stack, ICP, and business model — not templated.

Signal-Based Prospecting

  • Intent signal monitoring (Bombora, G2, Demandbase)
  • Hiring signal detection (open SDR/AE roles)
  • Funding & growth trigger alerts
  • Technology stack change monitoring
  • Job change & promotion tracking
  • LinkedIn engagement signal capture

AI Enrichment Engine

  • Clay waterfall (4–6 data source fallback)
  • Apollo.io + LinkedIn + ZoomInfo fusion
  • Mobile number & direct email validation
  • Company firmographic enrichment
  • Technology stack enrichment (BuiltWith)
  • Contact persona scoring & prioritization

AI Outreach Generation

  • GPT-4 per-prospect personalization
  • LinkedIn context-aware messaging
  • Dynamic first-line generation
  • Tone & voice calibration to your brand
  • A/B message variant testing
  • Multi-language outreach support

Sequence & Booking

  • Multi-channel sequences (email + LinkedIn)
  • Inbox rotation & deliverability management
  • Reply detection & positive response routing
  • Calendly / Chili Piper booking automation
  • Meeting reminders & rescheduling workflows
  • Full CRM sync (HubSpot, Salesforce, Pipedrive)

Deployment Process

How we build and launch your system

01

Week 1–2

ICP & Signal Mapping

We define your ideal customer profile with 40+ firmographic, technographic, and behavioural parameters. We identify which intent signals predict purchase readiness in your specific market and configure monitoring accordingly.

02

Week 2–3

Enrichment Stack Build

We build your Clay enrichment waterfall using 4–6 data sources prioritised by accuracy and cost. Each prospect record is enriched with contact data, company firmographics, technographic data, and intent signals before any outreach is sent.

03

Week 3–5

Outreach Infrastructure

Email infrastructure setup (domains, warmup, rotation), Instantly or Smartlead sequence configuration, LinkedIn automation setup, GPT-4 personalization prompts calibrated to your brand voice, and full CRM integration.

04

Week 6+

Launch & Compound

AI SDR goes live with a controlled ramp to protect deliverability. Weekly performance reviews — reply rate, meeting rate, cost-per-meeting — drive continuous optimisation. Volume scales as metrics stabilise and deliverability matures.

Live and producing results in 6 weeks.

Book a strategy call

Side-by-Side

AI SDR System vs. Human SDR Team

Factor
AI SDR System
Human SDR
Monthly total cost
$2,500–$6,000
$6,000–$12,000 per rep
Daily email sends
500–2,000
80–150
Personalization depth
Per-prospect AI copy
Template with light edits
Working hours
24/7/365
Business hours only
Ramp / deploy time
6 weeks
3–6 months
Data freshness
Auto-enriched daily
Self-researched, stale

Built on

ClayApollo.ioLinkedIn Sales NavigatorZoomInfoClearbitInstantlySmartleadHeyreachn8nMakeOpenAI GPT-4BomboraBuiltWithHubSpotSalesforcePipedrive

Results

From the field

B2B SaaSEnterprise Technology Vendor

312%

increase in qualified demos in 4 months

AI SDRSignal-Based OutboundClay EnrichmentGPT-4 Personalization

We built a signal-based AI SDR system monitoring 47 intent triggers across Bombora, G2, and LinkedIn. A Clay 5-source enrichment waterfall ensured 95%+ contact data accuracy. GPT-4 personalized every email based on LinkedIn activity, company news, and role pain points. All interactions synced to Salesforce in real time. The system books qualified demos at 8× the volume of their previous 2-person SDR team at 68% lower cost-per-SQL.

Read full case study

Investment

Build your AI SDR Systems

Fixed-scope builds. Clear deliverables. No hourly billing surprises.

AI SDR Starter

$5,500

one-time build

  • ICP definition & signal mapping
  • Clay enrichment (2 data sources)
  • Email-only sequence (Instantly)
  • GPT-4 message personalization
  • HubSpot or Pipedrive CRM sync
  • Calendly booking integration
  • 30-day launch support
Get Started
Most Popular

AI SDR Growth

$8,500

one-time build

  • Everything in Starter
  • Multi-channel (email + LinkedIn)
  • Clay waterfall (4–6 sources)
  • Intent signal monitoring (2 platforms)
  • Inbox rotation & deliverability
  • Full Salesforce or HubSpot sync
  • 60-day optimisation support
Get Started

AI SDR Authority

$3,500

per month

  • Everything in Growth
  • Ongoing system management
  • Weekly performance reporting
  • Signal library expansion
  • Continuous AI prompt tuning
  • Deliverability monitoring
  • Dedicated AI SDR manager
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Need a custom enterprise scope? Talk to us

FAQ

Questions, answered.

Everything you need to know about how we build AI SDR Systems.

Still have questions? Talk to us

An AI SDR system is an automated infrastructure that performs the full function of a human sales development team — identifying prospects, enriching contact data, generating personalized outreach, managing multi-touch sequences, and booking qualified meetings — without human involvement. It runs 24/7, scales instantly, and operates at 8× the volume of a human SDR team.

For the core tasks of prospecting, enrichment, outreach, and meeting booking — yes. AI SDR systems handle these more consistently, at greater volume, and at lower cost than human SDRs. Most clients either replace their SDR function entirely or redeploy SDRs from manual outreach to higher-value pipeline management. A human is still needed for complex enterprise relationship management.

We use GPT-4 with context-rich prompts that pull in per-prospect data: their recent LinkedIn posts, company news, technology stack, role-specific pain points, and hiring signals. Each email has a unique first line and tailored pain point reference. We calibrate the AI to your brand voice with 20+ example emails during setup. Reply rates on AI-personalized sequences typically match or exceed manually written emails.

Our AI SDR systems are built on Clay (enrichment orchestration), Apollo.io and/or LinkedIn Sales Navigator (prospect sourcing), ZoomInfo or Clearbit (contact data), Instantly or Smartlead (email delivery), Heyreach (LinkedIn automation), n8n or Make (workflow automation), OpenAI GPT-4 (message generation), and your existing CRM. Tool selection is based on your ICP, channels, and budget.

Intent signals are behavioural data points that indicate a prospect is evaluating a solution like yours — searching for competitors on G2, hiring for specific roles, receiving funding, adopting new tools, or publishing content about a relevant problem. We configure intent monitoring via Bombora, G2, and LinkedIn. When a prospect triggers a signal, the AI SDR prioritizes them for outreach and references the signal in the personalized message.

Standard email automation (HubSpot sequences, Mailchimp) sends pre-written templates to static lists. An AI SDR system is fundamentally different: it sources its own prospects based on ICP criteria and intent signals, enriches their data from multiple sources, generates unique personalized messages for each prospect using AI, manages multi-channel sequences, routes positive replies, and syncs everything to your CRM — automatically. It replaces an entire function, not just a sending tool.

A single-channel AI SDR system (email only) typically goes live in 4–5 weeks. A full multi-channel system (email + LinkedIn) with intent monitoring takes 6–8 weeks. The timeline is driven by ICP definition, data source setup, and email deliverability infrastructure — domain warmup alone takes 2–3 weeks and cannot be skipped without risking inbox placement.

We integrate with HubSpot, Salesforce, Pipedrive, Close, Zoho, and most major CRMs. All outreach activity, sequence steps, replies, and meetings sync automatically — contact records updated, deals created, activities logged. For less common CRMs, we use n8n or Make to build custom integration workflows.

Ready to automate?

Let's build your AI SDR Systems

Book a free 30-minute strategy call. Walk away with a system architecture, deployment timeline, and cost estimate. No commitment, no pressure.

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Free 30-min call · No obligation · System live in 6 weeks