Boutique AI Innovation Studio

Your Pipeline Has an
Intelligence Problem.

Your CRM is full of signal no one is reading. We design bespoke AI systems that transform call recordings, pipeline data, and email threads into compounding revenue. For teams who demand more than off-the-shelf.

Accepting select engagements · 2026
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Companies Scored
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Tier 1 Accounts Identified
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Revenue Impact Surfaced
estimated pipeline potential
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Our Philosophy

True innovation isn't a feature.
It's an unfair advantage.

GTM teams run on unstructured data: call recordings, CRM notes, email threads, stalled pipeline. Most AI tools treat that signal like noise. We build systems that read it, interpret it, and act on it with precision.

Agent22 is a boutique AI innovation studio. We go deep on your revenue motion, your stack, and your data. Then we engineer around it. No off-the-shelf tools dressed up as custom work. No slide decks. Just systems that move pipeline.

01
GTM-native
Built for revenue teams, not adapted for them
02
Production-grade
Deployed systems, not proof-of-concepts
03
Pipeline-first
Outcomes measured in dollars, not hours
Services

Three precision engagements, from discovery through deployment.

01

GTM AI Audit

We map your revenue motion, stack, and data to locate exactly where AI creates leverage. The output is a precise technical roadmap. Not a slide deck. Not a retainer pitch.

Revenue Motion Mapping Stack Analysis AI Readiness
02

Revenue Intelligence

Bespoke innovation across your full pipeline: call intelligence, predictive lead scoring, outreach personalization, CRM automation. Built on your data. Production-grade from day one.

Call Intelligence Lead Scoring CRM Automation Personalization
03

Stack Integration

We wire intelligent systems into your existing GTM stack so your team captures the advantage without disrupting how they work. Deep integrations, zero friction.

Salesforce HubSpot Gong Outreach APIs
Selected Work

Innovation, shipped.

001
Enterprise SaaS / Call Intelligence

The Sales Call That Closes Itself

Engineered a call intelligence system that auto-surfaces objections, buying signals, and next steps in real time. Average deal cycle reduced by 34%.

002
B2B SaaS / Predictive Scoring

Knowing Who to Call Before They Know They're Buying

Trained a predictive scoring model on 5 years of pipeline data. SQL conversion improved 2.8× within the first quarter of deployment.

003
Sales / Outreach Personalization

Outreach That Doesn't Read Like Outreach

Deployed a precision personalization engine for a 40-person B2B sales team. 3× reply rates at 10× the volume. Zero additional headcount.

How We Work

A process built for precision outcomes.

01
Discovery

We read your revenue motion.

Before we write a line of code, we go deep. Calls, CRM data, pipeline structure, team workflows. We map where signal is being lost and where AI creates real leverage, not theoretical leverage.

1–2 weeks
02
Architecture

We design the system, not the demo.

You receive a precise technical blueprint: data flows, model selection, integration points, success criteria. Every decision is traceable to a revenue outcome. No ambiguity, no scope creep.

1 week
03
Build

We engineer it into production.

We build directly into your stack: Salesforce, HubSpot, Gong, Outreach, wherever your team actually lives. Tight feedback loops, weekly milestones. Innovation delivered, not deferred.

4–8 weeks
04
Handoff

Your team runs it. We stay close.

We transfer full ownership with documentation, training, and observability built in. You're not dependent on us to keep it running, but we remain available as your GTM AI practice evolves.

Ongoing

Most engagements run 6–10 weeks from first conversation to production deployment. Every project gets our full, undivided attention.

Start the conversation
Commission a Project

What problem
needs solving?

Bring us your hardest GTM problem. Whether you have a precise brief or an emerging idea, we engage with both. No sales theatrics. Real conversation.

Typically respond within 24 hours
No NDAs needed to start a conversation
Selective engagements, full attention on every project