A B2B SDR costs $80,000 to $150,000 a year and books about four meetings a week. AI SDR SaaS like Apollo and 11x.ai is cheaper, but it sends generic templates that burn your domain. Codeora Vision builds custom automated lead generation systems instead. Multi-channel outbound on LangGraph, MCP, and Claude, with research personalized to each prospect, integrated to HubSpot and Salesforce, agent-native, not retrofitted.
Trusted by B2B SaaS, agency, and wholesale teams in the $5M to $50M range.
Updated June 7, 2026
WHAT IT IS
Automated lead generation uses software to find, research, contact, and qualify prospects without a human doing each step by hand. A modern system researches each prospect, writes personalized outreach, sends across email, LinkedIn, and voice, handles replies, and logs to your CRM. It is the AI version of an SDR or BDR team, built around your ICP.
First-mention enrichments: SDR (sales development rep, the person who books meetings) · BDR (business development rep, the same outbound role) · ICP (ideal customer profile, the accounts worth targeting) · qualified meeting (a booked call with a real prospect) · cadence (the timed sequence of outreach touches).
One B2B SDR costs $80K–$150K a year and books about 4 meetings a week. A custom system runs every hour, on every channel, at a flat build cost.
This is the whole pitch in one line. You are choosing between a salary that scales linearly with headcount and a system that scales with compute. Per McKinsey's January 2025 report, 92% of companies are investing in AI for exactly this kind of leverage.
BUILD VS SUBSCRIBE
Sales VPs evaluate three paths: hire SDRs, subscribe to an AI SDR SaaS tool, or build a custom system. SaaS like Apollo, 11x.ai, and Artisan is fast to start and fine for light volume. The ceiling is personalization and deliverability, because everyone on the platform sends near-identical sequences.
THE PROBLEM
Here is the math sales leaders know cold. A fully loaded SDR costs $80,000 to $150,000 a year, takes six to twelve months to ramp, and books roughly four meetings a week once productive. Hire three and you are spending half a million dollars before pipeline. The system does the prospecting work those reps do, without the ramp.
$80K–$150K
fully loaded annual cost per B2B SDR
6–12 months
to hire and ramp an SDR to productivity
~4 / week
meetings a productive SDR books
A custom system does not get sick, does not churn, and does not take a quarter to ramp. You keep your closers human and let the machine do the research, the sending, and the follow-up.
RUN YOUR NUMBERS
Tell us your ICP, your current outbound, and your average deal size. In a 30-minute review we will map a custom system, the channels it would run, and the cost per qualified meeting against what you spend on SDRs or SaaS today. NDA from minute one.
WHAT WE BUILD
A real system is eight moving parts, not one sequence builder. Each is engineered, integrated to your stack, and tuned to your ICP, not configured from a template.
Builds and enriches targeted lists against your ICP and TAM.
Clay · ZoomInfo · Sales Navigator
Sharpens the target profile and scores leads into MQL and SQL.
6sense · Bombora
Researches each prospect and writes outreach specific to them, on Claude, not merge fields.
Claude
Sequences email, LinkedIn, and outbound voice agents as one cadence.
LinkedIn · voice
Warms domains, aligns SPF, DKIM, and DMARC, and protects your sender reputation.
SendGrid · AWS SES
Reads and writes to your stack in real time. Built on agentic workflow automation.
HubSpot · Salesforce
Classifies replies, handles common objections, and routes hot ones to a human with context.
Outreach · Salesloft
Tracks cost per qualified meeting, cost per opportunity, and pipeline coverage.
reporting
Personalization is only as good as the research behind it. For deep, source-grounded prospect intelligence, we add private RAG for prospect research.
INTEGRATIONS
Sales teams do not rip and replace their CRM for a vendor. We build on top of the stack you already pay for, integrating directly through APIs, then write every touch back into it.
CRM
SALES ENGAGEMENT
DATA & ENRICHMENT
EMAIL INFRASTRUCTURE
Need the system to drive deeper back-office workflows after the meeting books? That is where agentic workflow automation and CRM orchestration comes in.
OUR STACK
Here is the dirty secret of AI SDR SaaS. Thousands of customers send near-identical sequences from shared infrastructure, inbox providers learn the pattern, and your messages land in spam. Worse, a careless tool can burn your primary domain. We treat deliverability as engineering, because it is the difference between pipeline and a blocklist.
Separate sending domains, warmed over weeks so volume ramps the way providers expect.
SPF, DKIM, and DMARC aligned and verified, so your mail is trusted, not spoofed.
Sending spread across inboxes and paced, with inbox-placement monitoring on every domain.
Suppression lists, bounce handling, and list hygiene to keep complaint rates low.
Most competitors will not say any of this out loud, because their model depends on you not noticing the spam folder. We would rather show you the engineering, because it is the part that actually protects your reply rates.
WHERE IT WORKS
The system adapts to who you sell to. The research, the channels, and the messaging change by ICP. Three of these route to a dedicated industry page for the outbound application.
Pipeline for scaling sales orgs, post-Series A and B, qualifying into a demo.
Booked calls for agency new business, multi-touch across email and LinkedIn.
B2B outreach for DTC brands moving into wholesale and retail accounts.
AI SDR for DTC wholesale
DTC wholesaleAgent and broker prospecting and recruiting outreach at scale.
AI prospecting for real estate teams
Real estateReferral-partner and new-client outreach for firms, including legal.
AI outreach for law firms
Professional servicesCOMPLIANCE
Cold outreach is regulated, and the rules differ by channel and country. We build consent, suppression, and disclosure into the system, scoped to where you send.
CAN-SPAM
Accurate headers, a real physical address, and a working unsubscribe on every email.
GDPR · CCPA
Lawful basis, data rights, and deletion for EU, UK, and California contacts.
CASL
Consent and identification rules for outreach to Canadian recipients.
TCPA · DNC
Consent and Do-Not-Call handling on any outbound calling channel.
Suppression & privacy by design
Global suppression lists and opt-out honored across every channel and sequence.
TRANSPARENT PRICING
Most competitors hide pricing behind a sales call. We publish the range. Build cost scales with channels, domains, and integrations. The monthly retainer is optional, though most teams keep it for ongoing list and deliverability work.
One channel, prospect research, deliverability setup, CRM integration
OPTIONAL $5,000/MO
Scope this buildEmail, LinkedIn, and voice orchestration, personalization at scale, reply handling, reporting
OPTIONAL $7,500/MO
Scope this buildMulti-domain deliverability infrastructure, multi-CRM, continuous optimization
OPTIONAL $10,000/MO
Talk to an architectThe retainer is optional, but outbound is not set-and-forget. List building, deliverability monitoring, and message testing are ongoing, so most teams keep us on for that work after the build.
START
You do not have to launch every channel at once. We often start with email on warmed domains, prove the reply rate and the cost per qualified meeting, then add LinkedIn and voice once the numbers hold in production.
PROVEN
Qualified meetings per month
BEFORE
from 2 SDRs
AFTER
up 3× on same headcount
Cost per qualified meeting
BEFORE
SDR-salary baseline
AFTER
down sharply, flat retainer
Primary domain health
BEFORE
at risk from SaaS tool
AFTER
protected, separate domains
A B2B SaaS company in the $10M to $20M ARR range was running two SDRs and a churn-prone AI SDR SaaS tool that was flagging their domain. We built a custom system on LangGraph and Claude, with research-driven personalization, dedicated warmed domains, and direct integration to HubSpot and Salesloft. Within two months qualified meetings tripled on the same headcount, and the primary domain was off the spam radar. Single anonymized deployment, not a guarantee.
FAQ
Automated lead generation uses software to find, research, contact, and qualify prospects without a human doing each step by hand. A modern system researches each prospect, writes personalized outreach, sends across email, LinkedIn, and voice, handles replies, and logs to your CRM. It is the AI version of an SDR team. Codeora Vision builds these as custom systems on LangGraph, MCP, and Claude, integrated to HubSpot and Salesforce.
An AI SDR SaaS tool like Apollo, 11x.ai, or Artisan is a product you subscribe to, running templated sequences on shared infrastructure. A custom system is built around your ICP, data, tools, and domains. Codeora Vision builds the research, personalization, deliverability, and CRM logic as a system you own, on LangGraph and Claude, integrated directly to HubSpot, Salesforce, Outreach, and Salesloft.
Compare three options. A human SDR runs $80,000 to $150,000 a year and books around four meetings a week. AI SDR SaaS runs $1,500 to $3,000 a month per seat. A custom Codeora Vision system runs $25,000 to $60,000 to build, plus an optional $5,000 to $10,000 per month, and you own it. For real outbound volume, the custom build usually wins on cost per qualified meeting.
It replaces most of the manual work, not the strategy. A custom system handles research, list building, personalization, sending, follow-up, and CRM logging at a volume no human team matches. It does not replace your messaging, your offer, or a human closer. We build the system to do the repetitive 90% and route qualified, warmed meetings to your AEs, so a smaller team books more pipeline.
Badly built outreach does, which is why generic AI SDR SaaS gets flagged as spam. The fix is infrastructure. We use dedicated sending domains, warm them over weeks, align SPF, DKIM, and DMARC, rotate volume, scrub suppression lists, and monitor inbox placement. Combined with researched personalization instead of spray-and-pray templates, that protects your primary domain and keeps reply rates up.
The ones you already run. We integrate directly with CRMs like HubSpot, Salesforce, and Pipedrive, engagement platforms like Outreach, Salesloft, and Apollo, and data tools like Clay, ZoomInfo, LinkedIn Sales Navigator, and 6sense. We connect through their APIs, not a brittle Zapier chain, so the system reads and writes to your stack in real time. If your team uses it, we usually integrate it.
Those tools are built for the average customer, so they send near-identical sequences across thousands of senders, which is what inbox providers learn to flag. A custom system researches each prospect, writes outreach specific to them on Claude, runs on your own warmed domains, and integrates deeply with your stack. You trade a subscription for a system you own, tuned to your ICP rather than a template library.
A single-channel system typically launches in four to six weeks, including domain warming, which cannot be rushed. A multi-channel program across email, LinkedIn, and voice runs six to eight weeks. Compare that to six to twelve months to hire and ramp an in-house SDR. We build on proven LangGraph and Claude patterns, so warm-up is the main gate, not the engineering.
DALLAS, TEXAS — RESPONDING IN < 4 HOURS
Bring your ICP and your current outbound numbers. We will scope a custom automated lead generation system on LangGraph and Claude, on your own warmed domains, integrated to HubSpot or Salesforce, and show you the cost per meeting against your SDR or SaaS spend. You own it.