GTM Engineering · Bengaluru · Remote-first

Your pipeline
isn't a people
problem.
It's a system.

We build the outbound infrastructure, CRM intelligence, and attribution layer that turns GTM from a headcount problem into a compounding system.

See what we build

No commitment on the first call · Honest scoping · Real numbers

340+

Meetings booked / mo

$4.2M

Pipeline attributed

91%

Lead score accuracy

< 2 min

Avg lead response time

19+

Revenue teams served

128K

CRM records enriched

ClayApolloInstantlySmartleadLemlistHunter.ioSnov.ioHubSpotSalesforcePipedriveCloseTwentySuiteCRMEspoCRMVtigerOdoo CRMMonicaClearbitZoomInfoBombora6senseRB2BPeople Data LabsLushan8nActivepiecesMakeZapierPipedreamPostHogMetabaseApache SupersetAmplitudeMixpanelLookerSegmentdbtAirbyteMeltanoRudderstackPandaDocProposifyNotionGPT-4oClayApolloInstantlySmartleadLemlistHunter.ioSnov.ioHubSpotSalesforcePipedriveCloseTwentySuiteCRMEspoCRMVtigerOdoo CRMMonicaClearbitZoomInfoBombora6senseRB2BPeople Data LabsLushan8nActivepiecesMakeZapierPipedreamPostHogMetabaseApache SupersetAmplitudeMixpanelLookerSegmentdbtAirbyteMeltanoRudderstackPandaDocProposifyNotionGPT-4o

Sound familiar?

If any of this is true,
you have a systems gap.

Your outbound is spray-and-pray — high volume, low signal, burning your domain

You can't explain where pipeline actually comes from beyond "marketing" or "word of mouth"

Your CRM is a graveyard — reps don't trust it, leadership can't forecast from it

Reps spend more time on admin, copy-pasting, and chasing data than on selling

Every lead gets equal attention because you have no scoring or routing logic

"RevOps" at your company means someone who keeps the CRM clean, not someone who grows it

Free 30-min audit call

What we build

Five systems.
One compounding engine.

01

Outbound Infrastructure

From 0 to booked meetings in 30 days

Cold outbound that scales without burning your domain or your team. We build enrichment pipelines, AI-personalized sequences, and deliverability infrastructure — then wire it to your calendar.

Clay · Apollo · Instantly · Smartlead · Lemlist

  • Clay enrichment pipelines (job changes, intent signals, firmographic filters)
  • AI-personalized email sequences at scale
  • Domain warm-up, inbox rotation, deliverability monitoring
  • Reply classification, auto-routing, and meeting booking

02

CRM Architecture & Instrumentation

A CRM your team actually uses and trusts

We design and wire the CRM pipeline so reps work in it, leadership forecasts from it, and marketing can see what actually closes — not just what gets credited.

HubSpot · Salesforce · Twenty · Close · Pipedrive · Segment

  • Pipeline stage logic, field architecture, and object relationships
  • Full-funnel UTM + event tracking wired to deals
  • Bi-directional sync between marketing tools and CRM
  • Automated data hygiene, deduplication, and enrichment on entry

03

Lead Scoring & Intent Routing

Right lead to right rep in under 2 minutes

Stop treating a Series B SaaS founder and a student the same. We build scoring models that combine behavioral signals, firmographics, and intent data — then route automatically.

6sense · Bombora · Clearbit · RB2B · Salesforce · HubSpot

  • ICP fit scoring using firmographic + technographic signals
  • Behavioral scoring from product usage, email, and site activity
  • Intent data integration for in-market signal detection
  • SLA-enforced routing, round-robin, and escalation flows

04

Revenue Attribution

Know exactly which channel, message, and sequence closed the deal

Multi-touch attribution isn't a reporting nice-to-have — it's how you know where to double down. We instrument the full funnel so every deal has a traceable origin.

Segment · PostHog · Amplitude · HubSpot · dbt · Looker

  • First-touch, last-touch, and multi-touch attribution models
  • UTM governance and campaign taxonomy standards
  • Dark funnel identification (direct, referral, dark social)
  • Revenue source dashboards by channel, campaign, and rep

05

Sales Automation & Enablement

Reps spend time selling, not on admin

Every workflow a rep does manually more than twice is a candidate for automation. We build the systems that handle follow-ups, proposals, and sequencing — without taking the human out of the loop.

PandaDoc · HubSpot · GPT-4o · n8n · Make · Zapier

  • Proposal and SOW generation pipelines
  • Automated follow-up sequences with conditional branching
  • Deal room creation and stakeholder tracking
  • Onboarding and handoff automation from sales to CS
Send a brief

The stack

40+ tools. Commercial
and open-source.

We pick the right tool for your context — not the one we have a partnership with. Open-source first when it makes sense. Commercial when speed and ecosystem matter.

Outbound & Sequencing

ClayApolloInstantlySmartleadLemlistHunter.ioSnov.io

CRM

HubSpotSalesforcePipedriveCloseTwentyOSSuiteCRMOSEspoCRMOSVtigerOSOdoo CRMOSMonicaOS

Enrichment & Intent

ClearbitZoomInfoBombora6senseRB2BPeople Data LabsLusha

Automation & Workflows

n8nOSActivepiecesOSMakeZapierPipedream

Analytics & Insights

PostHogOSMetabaseOSApache SupersetOSAmplitudeMixpanelLooker

Data & Pipelines

SegmentdbtOSAirbyteOSMeltanoOSRudderstackOS

Sales Enablement

PandaDocProposifyNotionGPT-4o

OS= open-source · self-hostable · no vendor lock-in

Fit check

We'll tell you on
the first call if
we're the wrong fit.

If your pipeline problem is really a product problem or a positioning problem, GTM engineering won't fix it. We'll tell you that and refer you to someone better.

Series A–C B2B SaaS companies with a working product

Revenue teams without a dedicated RevOps engineer

Founders who want compounding pipeline, not just activity

Growth leads inheriting a broken CRM and no attribution

SDR teams running outbound with no tooling infrastructure

Pre-PMF companies with no repeatable sales motion yet

Teams looking for generic CRM admin or Zapier maintenance

Companies wanting to replace strategy with automation alone

How we work

No 8-week waterfall.
Working systems in 2 weeks.

01

GTM Audit

We map your current funnel — tools, data quality, attribution gaps, and hand-off points. No proposal until we understand what's actually broken.

1–2 days

02

System Blueprint

Scoring models, routing rules, data sources, and the specific metrics that prove it's working. You approve the plan before a single workflow is built.

3–5 days

03

Sprint Delivery

Working systems every two weeks. Not an 8-week waterfall. Each sprint closes on something you can measure.

2-week sprints

04

Instrument & Validate

Everything gets a baseline metric attached. You see what's moving before the retainer renews.

End of sprint 1

05

Scale & Maintain

New segments, new channels, ICP shifts. We stay on retainer so the system stays current as the market moves.

Ongoing

How to start

Four ways to engage.
All start with a call.

Outbound Launch

Fixed scope · 30 days

Clay enrichment pipeline, AI-personalized sequences, deliverability infrastructure, and meeting routing — up and running in one month.

RevOps Retainer

Monthly · ongoing

Ongoing CRM architecture, attribution instrumentation, scoring models, and tooling ownership. Fractional RevOps with engineering depth.

GTM Audit + Blueprint

Fixed fee · one-time

A deep audit of your current funnel with a prioritized build plan. No commitment to continue. Most clients extend — but there's no pressure.

Growth Systems Build

Fixed scope

A scoped build for one system: lead scoring, intent routing, attribution layer, or full analytics stack. Handed off or retained.

Pricing is shared after a 30-min scoping call. No ballpark estimates — we scope against your actual stack and hand-off what you'll realistically pay.

Questions

FAQ

Ready to build

Stop hiring
your way out of
a systems gap.

Book a 30-minute audit call. We'll map your current GTM motion, identify the highest-leverage gap, and tell you exactly what we'd build — and in what order. No commitment required.

Send a brief instead

hello@aethvora.com · Bengaluru, India