Harsh Agrawal, AI Automation & GTM Engineer

Harsh Agrawal

AI Automation& GTM Engineer

I build AI-powered GTM engines that turn cold leads into revenue. 35+ clients, from early-stage startups to enterprise work for Avalara through TrueHorizon.

India

5+ years in GTM & automation

Move the light

Worked with enterprises, scale-ups and early-stage founders

  • AvalaraEnterprise tax compliancevia TrueHorizon
  • TrueHorizon AIEnterprise AI automation agency
  • Hume EdgeAI adoption consulting
  • QuimpleAI & GTM automation agency
  • Gather CircleShort-term rental real estate
  • 1PromptB2B agency · US

Harsh Agrawal, AI Automation & GTM Engineer

Harsh Agrawal

AI Automation& GTM Engineer

I build AI-powered GTM engines that turn cold leads into revenue. 35+ clients, from early-stage startups to enterprise work for Avalara through TrueHorizon.

India

5+ years in GTM & automation

Worked with enterprises, scale-ups and early-stage founders

  • AvalaraEnterprise tax compliancevia TrueHorizon
  • TrueHorizon AIEnterprise AI automation agency
  • Hume EdgeAI adoption consulting
  • QuimpleAI & GTM automation agency
  • Gather CircleShort-term rental real estate
  • 1PromptB2B agency · US

Harsh Agrawal, AI Automation & GTM Engineer

Harsh Agrawal

AI Automation& GTM Engineer

I build AI-powered GTM engines that turn cold leads into revenue. 35+ clients, from early-stage startups to enterprise work for Avalara through TrueHorizon.

India

5+ years in GTM & automation

Move the light

Worked with enterprises, scale-ups and early-stage founders

  • AvalaraEnterprise tax compliancevia TrueHorizon
  • TrueHorizon AIEnterprise AI automation agency
  • Hume EdgeAI adoption consulting
  • QuimpleAI & GTM automation agency
  • Gather CircleShort-term rental real estate
  • 1PromptB2B agency · US

01 · About

  • 5+years in GTM & automation
  • 35+clients, including enterprise work for Avalara via TrueHorizon
  • Most recently
    Fractional CTO & Head of GTM

01 · About

  • 5+years in GTM & automation
  • 35+clients, including enterprise work for Avalara via TrueHorizon
  • Most recently
    Fractional CTO & Head of GTM

01 · About

  • 5+years in GTM & automation
  • 35+clients, including enterprise work for Avalara via TrueHorizon
  • Most recently
    Fractional CTO & Head of GTM

02 · Selected work

All case studies09

Click a case to preview it

Case 01 of 09

Instantly Show

Instantly.aiCold emailGuest pipeline, 01 of 09

RoleAudience, data, research, sending

12.7% reply rate across 2,140 founders emailed85 accepted as guests on Instantly.ai’s show

Open case study

02 · Selected work

Case 01 of 09

Instantly Show

Instantly.aiCold emailGuest pipeline, 01 of 09

RoleAudience, data, research, sending

12.7% reply rate across 2,140 founders emailed85 accepted as guests on Instantly.ai’s show

Open case study

02 · Selected work

Case 01 of 09

Instantly Show

Instantly.aiCold emailGuest pipeline, 01 of 09

RoleAudience, data, research, sending

12.7% reply rate across 2,140 founders emailed85 accepted as guests on Instantly.ai’s show

Open case study

03 · What I build

GTM engineering and AI automation engineering, built to work as one: from the first domain and lead list to the AI agent that books the meeting.

3D render of a cube built from smaller blocks

01 / 05 · Outbound infrastructure

  1. 01GTM engineering4 parts

    Outbound infrastructure

    Domains, mailboxes, warm-up and LinkedIn seats, set up to send across email and LinkedIn at volume without burning sender reputation.

    • Domains & mailboxes
    • Warm-up & deliverability
    • LinkedIn seats
    • Email + LinkedIn sequences
  2. 02Data engineering4 parts

    Data and enrichment pipelines

    Sourcing, waterfall enrichment, verification and AI research, so every contact is send-ready and every first line is written for them.

    • Sourcing
    • Waterfall enrichment
    • Verification
    • AI research & personalisation
  3. 03Conversational AI4 parts

    AI agents and setters

    Speed-to-lead setters, SDR, voice and support agents that answer on every channel, hold a real conversation and book the meeting.

    • AI setters
    • AI SDR
    • Voice agents
    • Support agents
  4. 04RevOps automation4 parts

    Workflow and CRM automation

    n8n workflows that join up the CRM, inbox and calendar: routing, follow-up, reporting and the handoffs a team still does by hand.

    • n8n workflows
    • CRM automation
    • Routing & follow-up
    • Reporting
  5. 05Enterprise AI4 parts

    Enterprise AI automation

    Automation built to enterprise security and compliance standards, with governance review and a supervised rollout for an AI Centre of Excellence.

    • Security & compliance
    • Governance review
    • Supervised rollout
    • Ongoing support

03 · What I build

GTM engineering and AI automation engineering, built to work as one: from the first domain and lead list to the AI agent that books the meeting.

3D render of a cube built from smaller blocks

01 / 05 · Outbound infrastructure

  1. 01GTM engineering4 parts

    Outbound infrastructure

    Domains, mailboxes, warm-up and LinkedIn seats, set up to send across email and LinkedIn at volume without burning sender reputation.

    • Domains & mailboxes
    • Warm-up & deliverability
    • LinkedIn seats
    • Email + LinkedIn sequences
  2. 02Data engineering4 parts

    Data and enrichment pipelines

    Sourcing, waterfall enrichment, verification and AI research, so every contact is send-ready and every first line is written for them.

    • Sourcing
    • Waterfall enrichment
    • Verification
    • AI research & personalisation
  3. 03Conversational AI4 parts

    AI agents and setters

    Speed-to-lead setters, SDR, voice and support agents that answer on every channel, hold a real conversation and book the meeting.

    • AI setters
    • AI SDR
    • Voice agents
    • Support agents
  4. 04RevOps automation4 parts

    Workflow and CRM automation

    n8n workflows that join up the CRM, inbox and calendar: routing, follow-up, reporting and the handoffs a team still does by hand.

    • n8n workflows
    • CRM automation
    • Routing & follow-up
    • Reporting
  5. 05Enterprise AI4 parts

    Enterprise AI automation

    Automation built to enterprise security and compliance standards, with governance review and a supervised rollout for an AI Centre of Excellence.

    • Security & compliance
    • Governance review
    • Supervised rollout
    • Ongoing support

03 · What I build

GTM engineering and AI automation engineering, built to work as one: from the first domain and lead list to the AI agent that books the meeting.

3D render of a cube built from smaller blocks

01 / 05 · Outbound infrastructure

  1. 01GTM engineering4 parts

    Outbound infrastructure

    Domains, mailboxes, warm-up and LinkedIn seats, set up to send across email and LinkedIn at volume without burning sender reputation.

    • Domains & mailboxes
    • Warm-up & deliverability
    • LinkedIn seats
    • Email + LinkedIn sequences
  2. 02Data engineering4 parts

    Data and enrichment pipelines

    Sourcing, waterfall enrichment, verification and AI research, so every contact is send-ready and every first line is written for them.

    • Sourcing
    • Waterfall enrichment
    • Verification
    • AI research & personalisation
  3. 03Conversational AI4 parts

    AI agents and setters

    Speed-to-lead setters, SDR, voice and support agents that answer on every channel, hold a real conversation and book the meeting.

    • AI setters
    • AI SDR
    • Voice agents
    • Support agents
  4. 04RevOps automation4 parts

    Workflow and CRM automation

    n8n workflows that join up the CRM, inbox and calendar: routing, follow-up, reporting and the handoffs a team still does by hand.

    • n8n workflows
    • CRM automation
    • Routing & follow-up
    • Reporting
  5. 05Enterprise AI4 parts

    Enterprise AI automation

    Automation built to enterprise security and compliance standards, with governance review and a supervised rollout for an AI Centre of Excellence.

    • Security & compliance
    • Governance review
    • Supervised rollout
    • Ongoing support

04 · How I work

From the first list to the booked meeting

Every outbound engine I build runs the same six stages.

  1. Stage 01/ 06

    Source

    Build the ICP list, cut by vertical, region and offer.

    OutputTarget account list

  2. Stage 02/ 06

    Enrich

    Waterfall enrichment and AI classification: B2B or B2C, founder or employee.

    OutputEnriched, classified records

  3. Stage 03/ 06

    Verify

    Two-step email validation before a single email goes out.

    OutputSend-ready contacts

  4. Stage 04/ 06

    Personalise

    AI research on every account: small LLMs read the website and write the personal lines for each contact.

    OutputA personal line per contact

  5. Stage 05/ 06

    Engage

    Warmed mailboxes on separate domains, LinkedIn seats with safe limits, a personal video as the first touch.

    OutputReplies on email and LinkedIn

  6. Stage 06/ 06

    Convert

    AI agents answer replies, qualify and book the meeting in-thread, then update the CRM and the reporting.

    OutputBooked meetings, CRM updated

04 · How I work

From the first list to the booked meeting

Every outbound engine I build runs the same six stages.

  1. Stage 01/ 06

    Source

    Build the ICP list, cut by vertical, region and offer.

    OutputTarget account list

  2. Stage 02/ 06

    Enrich

    Waterfall enrichment and AI classification: B2B or B2C, founder or employee.

    OutputEnriched, classified records

  3. Stage 03/ 06

    Verify

    Two-step email validation before a single email goes out.

    OutputSend-ready contacts

  4. Stage 04/ 06

    Personalise

    AI research on every account: small LLMs read the website and write the personal lines for each contact.

    OutputA personal line per contact

  5. Stage 05/ 06

    Engage

    Warmed mailboxes on separate domains, LinkedIn seats with safe limits, a personal video as the first touch.

    OutputReplies on email and LinkedIn

  6. Stage 06/ 06

    Convert

    AI agents answer replies, qualify and book the meeting in-thread, then update the CRM and the reporting.

    OutputBooked meetings, CRM updated

04 · How I work

From the first list to the booked meeting

Every outbound engine I build runs the same six stages.

  1. Stage 01/ 06

    Source

    Build the ICP list, cut by vertical, region and offer.

    OutputTarget account list

  2. Stage 02/ 06

    Enrich

    Waterfall enrichment and AI classification: B2B or B2C, founder or employee.

    OutputEnriched, classified records

  3. Stage 03/ 06

    Verify

    Two-step email validation before a single email goes out.

    OutputSend-ready contacts

  4. Stage 04/ 06

    Personalise

    AI research on every account: small LLMs read the website and write the personal lines for each contact.

    OutputA personal line per contact

  5. Stage 05/ 06

    Engage

    Warmed mailboxes on separate domains, LinkedIn seats with safe limits, a personal video as the first touch.

    OutputReplies on email and LinkedIn

  6. Stage 06/ 06

    Convert

    AI agents answer replies, qualify and book the meeting in-thread, then update the CRM and the reporting.

    OutputBooked meetings, CRM updated

05 · Stack

The stack behind every build, grouped by job, in the order a lead moves through it: from the first list to the CRM.

015 tools

Lead data & sourcing

Who to reach

  • Apollo
  • Sales Navigator
  • AI Ark
  • Apify
  • ColdIQ
025 tools

Enrichment & verification

The right contact, an email that lands

  • Clay
  • Prospeo
  • Findymail
  • ZeroBounce
  • MillionVerifier
033 tools

Sending infrastructure

Domains and inboxes, warmed up

  • InboxKit
  • Zapmail
  • Warmy
046 tools

Sequencers & outreach

Email, LinkedIn, video and DM touches

  • Instantly
  • Smartlead
  • Lemlist
  • HeyReach
  • SendSpark
  • ManyChat
056 tools

AI & build

Models and the apps built on them

  • Claude Code
  • Codex
  • Lovable
  • OpenRouter
  • Copilot Studio
  • Grok
065 tools

Automation

The workflows that join it all up

  • n8n
  • Make
  • Zapier
  • Jira
  • Slack
073 tools

Voice & chat AI

Agents that answer calls and chats

  • Retell AI
  • ElevenLabs
  • Voiceflow
085 tools

CRM & data

Where every lead and reply lives

  • HubSpot
  • Zoho CRM
  • GoHighLevel
  • Supabase
  • Airtable

05 · Stack

The stack behind every build, grouped by job, in the order a lead moves through it: from the first list to the CRM.

015 tools

Lead data & sourcing

Who to reach

  • Apollo
  • Sales Navigator
  • AI Ark
  • Apify
  • ColdIQ
025 tools

Enrichment & verification

The right contact, an email that lands

  • Clay
  • Prospeo
  • Findymail
  • ZeroBounce
  • MillionVerifier
033 tools

Sending infrastructure

Domains and inboxes, warmed up

  • InboxKit
  • Zapmail
  • Warmy
046 tools

Sequencers & outreach

Email, LinkedIn, video and DM touches

  • Instantly
  • Smartlead
  • Lemlist
  • HeyReach
  • SendSpark
  • ManyChat
056 tools

AI & build

Models and the apps built on them

  • Claude Code
  • Codex
  • Lovable
  • OpenRouter
  • Copilot Studio
  • Grok
065 tools

Automation

The workflows that join it all up

  • n8n
  • Make
  • Zapier
  • Jira
  • Slack
073 tools

Voice & chat AI

Agents that answer calls and chats

  • Retell AI
  • ElevenLabs
  • Voiceflow
085 tools

CRM & data

Where every lead and reply lives

  • HubSpot
  • Zoho CRM
  • GoHighLevel
  • Supabase
  • Airtable

05 · Stack

The stack behind every build, grouped by job, in the order a lead moves through it: from the first list to the CRM.

015 tools

Lead data & sourcing

Who to reach

  • Apollo
  • Sales Navigator
  • AI Ark
  • Apify
  • ColdIQ
025 tools

Enrichment & verification

The right contact, an email that lands

  • Clay
  • Prospeo
  • Findymail
  • ZeroBounce
  • MillionVerifier
033 tools

Sending infrastructure

Domains and inboxes, warmed up

  • InboxKit
  • Zapmail
  • Warmy
046 tools

Sequencers & outreach

Email, LinkedIn, video and DM touches

  • Instantly
  • Smartlead
  • Lemlist
  • HeyReach
  • SendSpark
  • ManyChat
056 tools

AI & build

Models and the apps built on them

  • Claude Code
  • Codex
  • Lovable
  • OpenRouter
  • Copilot Studio
  • Grok
065 tools

Automation

The workflows that join it all up

  • n8n
  • Make
  • Zapier
  • Jira
  • Slack
073 tools

Voice & chat AI

Agents that answer calls and chats

  • Retell AI
  • ElevenLabs
  • Voiceflow
085 tools

CRM & data

Where every lead and reply lives

  • HubSpot
  • Zoho CRM
  • GoHighLevel
  • Supabase
  • Airtable

06 · Experience

Work2020 - 2026

  • AI Automation Engineer

    For Avalara, via TrueHorizon AI

    May 2026 - Sep 2026

  • AI Automation Architect

    Gather Circle

    May 2026 - Sep 2026

  • Fractional CTO & Head of GTM

    1Prompt.com

    Mar 2025 - May 2026

  • Head of AI & GTM Engineering

    Quimple

    • promoted Apr 2025
    • joined as AI & GTM Engineer

    Mar 2024 - Mar 2026

  • Founder & AI Automation Engineer

    MindSightAI

    Apr 2023 - Feb 2024

  • Growth & Marketing Automation Specialist

    Shishu

    Feb 2020 - Mar 2023

Credentials3 credentials

  • 01n8n

    Official n8n Creator

    n8n

    02Clay

    AI Skills Cohort graduate

    Clay · Cohort 9

    03Voiceflow

    Voiceflow Expert

    Voiceflow

06 · Experience

Work2020 - 2026

  • AI Automation Engineer

    For Avalara, via TrueHorizon AI

    May 2026 - Sep 2026

  • AI Automation Architect

    Gather Circle

    May 2026 - Sep 2026

  • Fractional CTO & Head of GTM

    1Prompt.com

    Mar 2025 - May 2026

  • Head of AI & GTM Engineering

    Quimple

    • promoted Apr 2025
    • joined as AI & GTM Engineer

    Mar 2024 - Mar 2026

  • Founder & AI Automation Engineer

    MindSightAI

    Apr 2023 - Feb 2024

  • Growth & Marketing Automation Specialist

    Shishu

    Feb 2020 - Mar 2023

Credentials3 credentials

  • 01n8n

    Official n8n Creator

    n8n

    02Clay

    AI Skills Cohort graduate

    Clay · Cohort 9

    03Voiceflow

    Voiceflow Expert

    Voiceflow

06 · Experience

Work2020 - 2026

  • AI Automation Engineer

    For Avalara, via TrueHorizon AI

    May 2026 - Sep 2026

  • AI Automation Architect

    Gather Circle

    May 2026 - Sep 2026

  • Fractional CTO & Head of GTM

    1Prompt.com

    Mar 2025 - May 2026

  • Head of AI & GTM Engineering

    Quimple

    • promoted Apr 2025
    • joined as AI & GTM Engineer

    Mar 2024 - Mar 2026

  • Founder & AI Automation Engineer

    MindSightAI

    Apr 2023 - Feb 2024

  • Growth & Marketing Automation Specialist

    Shishu

    Feb 2020 - Mar 2023

Credentials3 credentials

  • 01n8n

    Official n8n Creator

    n8n

    02Clay

    AI Skills Cohort graduate

    Clay · Cohort 9

    03Voiceflow

    Voiceflow Expert

    Voiceflow

07 · Recognition

n8n sent its Creator package to thank me for my YouTube tutorials on n8n.

Official n8n Creatorn8n Creator package

n8n community

Official n8n Creator

Thanks so much for creating awesome YouTube videos about n8n, we really appreciate it. As a small thank you for your support, we’re sending you some n8n goodies.

The n8n Community TeamNote inside the Creator package

08 · Kind words

A few words from founders and teams I’ve built with.

My company has been working with him for over a year now and I couldn’t ask for more. In 12 months he not only delivered so many new backend workflows for my company, we also became friends and continue developing new projects together.

Case study1Prompt OSInstantly Show

Eugene KadzinFounder of 1Prompt · Executive Producer & HostInstantly Show

07 · Recognition

n8n sent its Creator package to thank me for my YouTube tutorials on n8n.

Official n8n Creatorn8n Creator package

n8n community

Official n8n Creator

Thanks so much for creating awesome YouTube videos about n8n, we really appreciate it. As a small thank you for your support, we’re sending you some n8n goodies.

The n8n Community TeamNote inside the Creator package

08 · Kind words

A few words from founders and teams I’ve built with.

  1. Eugene KadzinFounder of 1Prompt · Executive Producer & HostInstantly Show
    My company has been working with him for over a year now and I couldn’t ask for more.
  2. Justin ThompsonFounder & CEOGather Circle
    He’s been able to understand how our systems need to work together and then actually build the automations to make that happen.
  3. Angel CastroAI Product DeveloperConversionSystem
    Unlike most people who just talk about AI, Harsh actually ships solutions that work.
  4. Amir NessFounderTruPath Marketing
    He delivered exactly what he promised, on time and with precision.
  5. Dr. Amani AlabedAssistant ProfessorConversational AI researcher
    His natural talent for programming and innovative problem-solving consistently impressed me.
  6. Tochi NduCo-FounderAlgility
    One of the most capable and proactive automation specialists I’ve ever collaborated with.
  7. Akshat AgrawalCo-FounderShishu
    Thanks to him, we’ve seen a big boost in our revenue.

07 · Recognition

n8n sent its Creator package to thank me for my YouTube tutorials on n8n.

Official n8n Creatorn8n Creator package

n8n community

Official n8n Creator

Thanks so much for creating awesome YouTube videos about n8n, we really appreciate it. As a small thank you for your support, we’re sending you some n8n goodies.

The n8n Community TeamNote inside the Creator package

08 · Kind words

A few words from founders and teams I’ve built with.

My company has been working with him for over a year now and I couldn’t ask for more. In 12 months he not only delivered so many new backend workflows for my company, we also became friends and continue developing new projects together.

Case study1Prompt OSInstantly Show

Eugene KadzinFounder of 1Prompt · Executive Producer & HostInstantly Show

09 · Contact

Whether you’re building a team or a pipeline, one email is enough. I reply within a business day.

Email me

09 · Contact

Whether you’re building a team or a pipeline, one email is enough. I reply within a business day.

Email me

09 · Contact

Whether you’re building a team or a pipeline, one email is enough. I reply within a business day.

Email me