Devang Agrawal

Co-Founder & CTO

Devang is the co-founder and CTO of Airspeed, where he builds AI that integrates seamlessly into how sales teams actually work. He previously worked on conversation understanding at Apple Siri and developed multimodal retrieval language models at Google DeepMind, and now brings that research to revenue teams.

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Articles by Devang

Insight is cheap, action is everything: Devang Agrawal in Authority Magazine

Insight is cheap, action is everything: Devang Agrawal in Authority Magazine

Airspeed CTO Devang Agrawal in Authority Magazine, from a DeepMind Christmas quiz to a company. Knowing what is happening in a deal is not the same as acting.

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Building Agents With a Brain: Inside Airspeed's RevGenius Demo Day

Building Agents With a Brain: Inside Airspeed's RevGenius Demo Day

Inside our RevGenius Demo Day: one self-learning commercial brain behind every GTM agent. From prospecting on autopilot to a forecast you can trust.

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Making your CRM the source of truth. Inside a full Airspeed rollout.

Making your CRM the source of truth. Inside a full Airspeed rollout.

How a 100-rep sales team rolled out Airspeed in three levels. Fix the data, make coaching measurable, then let agents answer the questions.

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Why agent harnesses built for individuals break at enterprise scale.

Why agent harnesses built for individuals break at enterprise scale.

Individual-first AI tools leave leaders with a black box. Why we built Airspeed around one command center with visibility across the team.

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You could build AI sales infrastructure. But should you?

You could build AI sales infrastructure. But should you?

You could build your own AI sales infrastructure. Here is the honest case for buying it instead, and the costs that show up after launch.

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AI Agents for Enterprise Sales Teams: A Step-by-Step Tutorial

AI Agents for Enterprise Sales Teams: A Step-by-Step Tutorial

Most AI agent pilots fail because they start too broad. A step-by-step tutorial: pick one high-value job, ground it in real data, and run a tight pilot.

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The AI Sales Agents Worth Building, by Role

The AI Sales Agents Worth Building, by Role

Most teams start with summary bots and email drafters, where the returns are thin. The ten agents actually worth building, organized by who they serve.

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Why GTM Needs a Native Agent Harness

Why GTM Needs a Native Agent Harness

An agent that acts on your pipeline is not a chatbot with a CRM plugin. What a GTM-native harness needs: guardrails, a commercial brain, conversation data.

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How to Prioritize Feature Requests from Sales (Without Building the Wrong Things)

How to Prioritize Feature Requests from Sales (Without Building the Wrong Things)

Sales asks for everything, and urgency wins by default. What data to collect, and how to turn raw requests into prioritization you can defend.

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What Are AI Sales Agents? (And How They Differ From Chatbots)

What Are AI Sales Agents? (And How They Differ From Chatbots)

Your reps do not need another chatbot, they need something that does the work. What AI sales agents are, and the jobs they own without step-by-step direction.

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The Best AI Agents for Sales Teams in 2026

The Best AI Agents for Sales Teams in 2026

Most tools marketed as AI agents are note-takers with a chat box bolted on. This guide sorts the real platforms by the job each one actually owns.

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AI Agents for Deal Reviews: How Reps and Managers Use Them

AI Agents for Deal Reviews: How Reps and Managers Use Them

Deal reviews lose an hour to status updates that should take five minutes. How agents ground every deal in what was said, so the meeting is about decisions.

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How Airspeed Turns Every Sales Call Into CRM-Ready Deal Intelligence

How Airspeed Turns Every Sales Call Into CRM-Ready Deal Intelligence

Your CRM is only as good as what reps remember to type. Airspeed turns each call into CRM-ready deal intelligence in Salesforce or HubSpot in about five minutes.

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How AI Agents Keep Your Pipeline Updated Automatically

How AI Agents Keep Your Pipeline Updated Automatically

Your CRM goes stale the moment you stop nagging reps. How agents sync call summaries, next steps, and qualification on their own, and why reps trust it.

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Do You Need to Code to Build Sales AI Agents? (No, Here's Why)

Do You Need to Code to Build Sales AI Agents? (No, Here's Why)

No, modern platforms handle the hard engineering for you. What you configure without writing a line, and the rare cases where a custom build earns its keep.

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Native Email Is Now in Airspeed: Follow-Ups Without the Busywork

Native Email Is Now in Airspeed: Follow-Ups Without the Busywork

Reps can now draft and send email inside Airspeed. Follow-ups get faster and more personal, with no tool switching between calls.

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Introducing AI Sales Roleplay for Faster Ramp & Better Performance

Introducing AI Sales Roleplay for Faster Ramp & Better Performance

Our AI Coaching Simulator turns sales training from a one-off exercise into a daily habit. Reps practice the hardest conversations on demand and ramp faster.

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Airspeed Is Now HIPAA Compliant: Stronger Security and Trust for Healthcare Teams

Airspeed Is Now HIPAA Compliant: Stronger Security and Trust for Healthcare Teams

Airspeed is now officially HIPAA compliant. Healthcare sales teams can handle Protected Health Information with the safeguards the rule requires.

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Why Memory Is the Missing Ingredient in Sales AI Copilots

Why Memory Is the Missing Ingredient in Sales AI Copilots

Memory is not a feature of a sales copilot, it is the foundation. What changed for reps once ours had it: personalization, workflow, and deal velocity.

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From Keywords to Context: How LLMs Unlock Complete Deal Visibility

From Keywords to Context: How LLMs Unlock Complete Deal Visibility

Keyword trackers flag the word and miss the meaning. Why context beats keywords, and how LLM-powered tools read what your buyer actually meant.

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Airspeed's Security Rated 'Excellent' in Penetration Test!

Airspeed's Security Rated 'Excellent' in Penetration Test!

Expert hackers from Oneleet put our defenses to the test and rated Airspeed's security Excellent. Here is what they probed and what we learned.

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Introducing Airspeed Call Prep 🪄

Introducing Airspeed Call Prep 🪄

Prep sheets built from data you trust: Crunchbase, LinkedIn, and your own CRM. They reach your reps in email or Slack before every call.

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Airspeed introduces Dynamic LLMs for Sales Teams

Airspeed introduces Dynamic LLMs for Sales Teams

Airspeed introduces Dynamic LLMs, models that keep learning from the real world. Sales teams get answers they can actually trust.

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Airspeed Co-hosts Generative AI meetup with Nvidia and Notion Capital

Airspeed Co-hosts Generative AI meetup with Nvidia and Notion Capital

Over 200 AI enthusiasts joined the latest GenAI Meetup, co-organized with Notion Capital and NVIDIA. Here is what came out of the night.

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Academy guides by Devang

Airspeed

Build vs Buy AI Sales Tools: Should You Build It Yourself With Claude and MCP? (2026)

An afternoon gets you a working prototype. This is what the next eighteen months cost, and when building is still the right call.

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Airspeed

How to Automate CRM Data Entry

If pipeline data waits on reps to type, it’s already stale. Capture it automatically, end to end.

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Airspeed

How to Keep HubSpot Data Clean and Accurate with AI

Clean HubSpot in the right order: dedupe, standardize, enrich, auto-capture, govern. AI can’t fix data it can’t trust.

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Airspeed

How to Keep Salesforce Data Clean and Accurate with AI

Keep Salesforce clean as a system, not a one-off scrub. Prevent bad entry, automate the typing, enrich, then govern.

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Airspeed

How AI Improves CRM Hygiene and Keeps Deal Data Accurate

AI writes calls to real fields, not notes, then dedupes, enriches, and flags drift. Your CRM stays accurate.

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Airspeed

How to Build AI Agents for RevOps

Build vs buy, then sequence around data and governance, not models. Start narrow, prove it, scale.

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Airspeed

How to Build AI Agents for Your Sales Team

Start with one repetitive job, fix the CRM data underneath it, then buy or assemble the agents.

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Airspeed

How to Reduce Manual CRM Data Entry in HubSpot

Capture HubSpot data at the source instead of typing it: auto-logging, enrichment, workflows, and AI call write-back.

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Airspeed

How to Reduce Manual CRM Data Entry in Salesforce

Cut Salesforce entry from two sides: less to type, and AI that writes the rest back for you.

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Airspeed

AI Revenue Intelligence Platforms That Integrate with Salesforce and HubSpot

Everyone syncs with both CRMs. Depth, not the logo, decides whether your data stays accurate.

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Airspeed

How to Capture Structured HubSpot Data from Sales Calls

Write call signals to real HubSpot properties matched to your dropdowns, not a summary on the timeline.

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Airspeed

How to Capture Structured Salesforce Data from Sales Calls

The hard part isn’t transcription. It’s writing clean values into Salesforce fields without clobbering the rep.

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Airspeed

How to Reduce Manual CRM Data Entry for Sales Reps

CRM admin eats a rep’s week. The fix isn’t faster typing. It’s capturing the data automatically.

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Airspeed

How to Capture Structured CRM Data from Sales Calls (Not Just Notes)

A summary in a notes field is a dead end. Capture calls as structured data you can actually use.

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Turn every conversation into action.

Airspeed is the commercial brain for revenue teams. See it on your pipeline in 30 minutes.