AI RopewayAI GTM Engineering
AI GTM engineering · for B2B SaaS founders

AI GTM engines that book meetings on autopilot.
You own everything we ship.

We design, build, and deploy AI GTM engines for B2B founders — signal detection, enrichment, personalized outreach, reply triage. Shipped into your repo in 14 days. Live demo on your data on our first call.

Code in your repo, day oneLive demo on your ICP, first callNo lock-in, no SaaS fees
14 days
First system shipped
12+ yrs
Founder enterprise sales
100%
Code ownership, day one
B2B SaaS
Primary wedge

Who this is for

Built for B2B SaaS founders running founder-led sales.

This is for you if

  • B2B SaaS or services company, $1M–$20M ARR
  • Founder-led or small sales team (1–5 reps)
  • CRM and inbox already in place (HubSpot, Salesforce, etc.)
  • Outbound is a priority channel (or should be)
  • Want to book 20–60 qualified meetings/month without hiring SDRs

Not a fit if

  • Pre-revenue or pre-product — you need product-market fit first
  • Pure inbound/PLG with no outbound intent
  • Looking for a SaaS tool — we build and hand off custom systems
  • Enterprise with 12-month procurement cycles for a $3k project

How it works

Audit. Build. Launch.

STEP 01

Audit ICP & signals

60-minute deep-dive. We map your ICP, identify buying signals, and show you what the engine looks like with your data. Free, no pitch deck.

STEP 02

Build the engine

14 days. Signal detection, enrichment, personalized outreach, reply triage — deployed in your repo. Weekly check-ins throughout.

STEP 03

Launch & optimize

Go live. Monitor deliverability, tune sequences, scale what works. You own the code. We optimize alongside you.

[002] · What we build

Three pillars. One unified GTM engine.

No more cobbling together six SaaS tools and a Zapier prayer. We ship a single coherent stack across three layers — built around your ICP, your CRM, your inbox.

PILLAR I

AI SDR Engine

Turn buying signals into booked meetings. Intent detection, enrichment, inbox warmup — all the unglamorous infra that decides whether you reach the inbox at all.

PILLAR II

Signal-Based Outbound

Find accounts in-market this week. Reach them with research-grade personalization. Triage replies to humans only when humans matter.

PILLAR III

Revenue Ops Automation

Keep your CRM clean. Keep your pipeline accurate. Keep your reps focused on closing — not on data entry, lead scrubbing, or hygiene.

REVENUE STACK · 8 AGENTSv 1.0 · production

[003] · The build

8 agents across the 3 pillars.
Shipped into your repo. Yours forever.

[ 01 ]

Intent Watcher

Watches LinkedIn activity, job changes, funding rounds, hiring posts, and review-site moves. Fires only on warm prospects.

AI SDR Engine

[ 02 ]

Account Mapper

Cross-references company data, tech stack, headcount, recent news. Builds full ICP-scored account profiles automatically.

AI SDR Engine

[ 03 ]

Inbox Operator

Domain warmup, inbox rotation, deliverability monitoring. Lands in primary, not promotions, not spam.

AI SDR Engine

[ 04 ]

Lead Sourcer

Surfaces net-new accounts in-market right now from intent signals. No buying lists. No spray-and-pray.

Signal-Based Outbound

[ 05 ]

Sequence Composer

Personalized outreach using the actual signal that fired — research-grounded, not a template with merge tags.

Signal-Based Outbound

[ 06 ]

Reply Triager

Classifies every reply: hot, nurture, objection, unsubscribe. Routes hot ones to your inbox; auto-handles the rest.

Signal-Based Outbound

[ 07 ]

CRM Auto-Pilot

Stale deals, missing fields, duplicate contacts, overdue follow-ups. Auto-updates stages from real activity.

Revenue Ops Automation

[ 08 ]

Revenue Pulse

Pipeline + agent performance + cost-per-meeting + LTV. A real-time command center for your sales motion.

Revenue Ops Automation

Built with: Claude · Clay · Make.com · Apollo · GetReplies · n8n · HubSpot · Supabase · LinkedIn Sales Nav · +30 more

[004] · Founder

BG

VP Sales who scaled AI GTM from zero. Now I ship the systems that do it for you.

Bharat Gulati, founder. 12+ years enterprise sales. Most recently VP Sales scaling an AI automation platform's GTM from zero. IIM Indore alum, AI/ML specialization — a rare bridge between deep go-to-market and shipping AI in production. I've actually been the VP Sales who built outbound from nothing. Now I ship the AI systems that do the same job at machine speed — and you own the code on day one.

[005] · Proof

Real systems. Real numbers.

Anonymized deployment outcomes from real AI Ropeway engagements. Named case studies available on request.

CASE 01

B2B SaaS · ~$5M ARR

Replaced 2 outbound SDRs with Intent Watcher + Sequence Composer + Reply Triager. Reply rate lifted 8× in 60 days.

Series A SaaS — US West Coast

11.2%
Reply rate
47
Meetings / 60d
$192k
SDR cost saved /yr

CASE 02

D2C brand · ~$12M GMV

Full Revenue Stack deployment. Lead Sourcer surfaced 38 in-market wholesale accounts in 60 days.

D2C wellness brand — India

38
In-market accts
9
Closed in Q1
4.2×
Pipeline ROI

CASE 03

Growth-stage agency

CRM Auto-Pilot + Revenue Pulse. Killed 14 hrs/week of RevOps grunt work. Forecast accuracy +27%.

Digital agency — 40-person team

14 hrs/wk
RevOps saved
+27%
Forecast accuracy
$0
Headcount added

Quick answers

Everything you need to know about AI GTM engines.

What is an AI GTM engine?

An AI GTM engine is a system of AI agents that automate go-to-market activities — detecting buying signals, enriching leads, writing personalized outreach, and triaging replies. Unlike SaaS tools, an AI GTM engine is custom-built for your ICP and deployed in your own infrastructure.

How does AI Ropeway work?

AI Ropeway builds and deploys custom AI GTM engines for B2B SaaS founders. The process takes 14 days: we audit your ICP and signals, build 8 AI agents (signal detection, enrichment, outreach, reply triage, CRM automation), and ship everything into your GitHub repo. You own the code from day one.

How much does AI GTM automation cost?

AI Ropeway starts at $3,000 for a one-time AI GTM Sprint (1 system, 14-day deployment). Ongoing partnerships run $2,500–$5,000/month with continuous optimization and new agent deployments. Every engagement starts with a free 60-minute AI GTM audit.

AI Ropeway vs Clay vs Apollo — what's the difference?

Clay and Apollo are SaaS tools — you pay monthly fees to use their platform. AI Ropeway builds custom AI systems deployed in your infrastructure. You own the code, there are no per-seat fees, and the system is tailored to your specific ICP and signals rather than one-size-fits-all.

[006] · Honest comparison

Why not hire SDRs, agencies, or DIY tools?

 Hire SDRAgencyDIY toolsAI Ropeway
Annual cost$96k / rep$96k+$30k tools$36k+
Time to first meeting60–90 days30 days90 days+14–30 days
You own the code
Scales 5×Hire 5Pay 5×RebuildSame stack
Replaces RevOps
Live demo on your data
Cancel anytime30-day

What you get

After 14 days, you own all of this.

No SaaS login. No vendor dependency. Everything ships into your repo, your accounts, your infrastructure.

Full source code in your GitHub repo
Signal detection workflows (Clay / Make.com / n8n)
Enrichment & ICP scoring logic
Personalized outreach sequences
Reply triage & routing automation
Domain warmup & deliverability infrastructure
Real-time pipeline dashboard
3 months of bug-fix support

Common questions

Before you book: the honest answers.

Will this hurt my email deliverability?

No. Inbox Operator handles domain warmup, inbox rotation, and deliverability monitoring. We set up dedicated sending domains separate from your primary domain — your main email reputation stays untouched.

Do you use my personal LinkedIn account?

Only if you choose to. Most clients use dedicated LinkedIn profiles or skip LinkedIn entirely. The engine works across email, LinkedIn, and multi-channel — you pick the channels.

What tools do I need already?

A CRM (HubSpot, Salesforce, or similar) and a business email. We provide or configure everything else — Clay, Make.com, sending infrastructure, enrichment APIs.

What happens after the 14-day sprint?

You own the code. It runs in your accounts. We include 3 months of bug-fix support. Most clients move to an ongoing partnership for optimization and new agent deployments.

Who owns the code and data?

You do. 100%. Code ships to your GitHub repo. Workflows run in your accounts. If you stop working with us tomorrow, everything keeps running.

Can my team maintain this without you?

Yes. We build with standard tools (Clay, Make.com, n8n, HubSpot) your team already knows. We document everything and do a handoff walkthrough. Most teams are self-sufficient within a month.

[007] · Pricing

Transparent. Specific. No decks before the price.

Your AI agents work 24/7. The founder works alongside your team — weekly meetings, real ownership, code in your repo. No offshoring layers. No junior-dev surprises.

AI GTM Sprint

$3,000one-time

1 AI SDR engine, built and deployed in 14 days. Signal detection + enrichment + personalized outreach. Full code handoff.

  • 1 system shipped in 14 days
  • Full code handoff
  • ICP & signal config included
  • 3 months bug-fix support

For: Founders testing AI GTM

Book free AI audit

GTM Partnership

$2,500/mo · ongoing

Dedicated AI GTM engineer. 1 new system every month. Continuous optimization. Weekly check-ins.

  • Dedicated GTM engineer
  • Ship a new agent every month
  • Weekly optimization cycles
  • Slack channel access

For: Growing B2B teams

Book free AI audit
FLAGSHIP

Full Stack GTM

$5,000/mo · 2 engineers

Full Revenue Stack live: GTM + content engine + CRM automation. Bi-weekly strategy calls.

  • All 8 agents in production
  • GTM + content + RevOps
  • Bi-weekly strategy calls
  • Founder-led delivery
  • Quarterly architecture review

For: Scaling companies

Book free AI audit

Enterprise

Custommulti-system

Multi-system deployment + Voice AI bundle (via AI Placers). Dedicated PM. Quarterly business reviews.

  • Multi-system custom build
  • Voice AI add-on (via AI Placers)
  • Dedicated PM
  • Quarterly business reviews
  • Priority response SLA

For: Mid-market B2B

Book free AI audit

Every engagement starts with a free 60-minute AI GTM audit and live demo on your ICP data.

BEYOND GTM · MORE AI SYSTEMSSee all →

[008] · Other systems

AI GTM is our wedge. We also ship these.

Built for B2B SaaS first — adaptable to other GTM-heavy businesses. Voice AI, content engines, ops automation, and more. Each system gets its own dedicated build page.

AI Voice AgentsAI Customer SupportAI Content EngineAI Inventory & DemandAI OnboardingAI Churn PreventionAI Knowledge BaseAI Recruiting OpsAI Finance Ops+9 more
Browse all system pages
BUILT WITH · 16+ INTEGRATIONS

[009] · The stack

Tools your team already trusts. No proprietary lock-in.

ClaudeClayMake.comApolloGetRepliesn8nHubSpotSalesforceSupabaseLinkedIn Sales NavSmartleadAnthropicPineconeCursorRailwayVercel+20 more
© 2026 AI Ropeway · bg@aiplacers.comv 5.0 · go-live candidate · ALL SYSTEMS NORMAL

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