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Case Study AI Agents

Multi-Agent Revenue Ops Platform

Multi-agent revenue operations platform that qualifies inbound leads, enriches accounts, drafts sales collateral, and writes approved actions back into the CRM.

Built a production agent stack that qualifies leads, enriches accounts, drafts proposals, and syncs actions back into the CRM with approval gates and full observability.

68%
Manual work removed
<45s
Lead response
+31%
Meetings booked
Multi-Agent Revenue Ops Platform
AI Agents AI AgentsTemporal

Built with

TypeScriptNext.jsTemporalPostgreSQLRedis

“This was the first AI rollout our sales team actually trusted enough to use every day.”

Daniel M.

VP Revenue Operations

The Challenge

The client had too much revenue work trapped in spreadsheets, manual research, and inconsistent SDR follow-up. They wanted an AI system that could automate the repetitive parts without creating a black box that sales leadership could not control.

The Solution

I built the orchestration layer, tool integrations, approval gates, and monitoring needed to run agents safely in production. The platform coordinates lead qualification, enrichment, proposal drafting, and CRM updates while keeping humans in the loop for high-risk steps.

Key results

68%
Manual work removed

Across qualification, research, and first-draft sales ops work

<45s
Lead response time

From form submit to first outbound action

+31%
Meetings booked

Within the first quarter after launch

Stack

TypeScriptNext.jsTemporalPostgreSQLRedisOpenAIHubSpot

Timeline

  • Week 1

    Workflow mapping, risk review, tool selection, and approval policy design

  • Week 2-4

    Agent orchestration, CRM integrations, enrichment pipeline, and evaluation harness

  • Week 5-6

    Ops dashboard, human approval flows, audit logs, and production rollout

Project Details

Technical implementation and architecture overview

Orchestrated multi-step workflows

Built agent chains that break work into enrichment, qualification, drafting, and CRM update steps. Temporal workflows keep retries, timeouts, and handoffs explicit instead of hiding them inside prompts.

Human approval and observability

Approval queues, audit logs, and evaluation dashboards let operators review actions before high-impact updates. That made the rollout usable for a revenue team instead of just technically impressive.

CRM sync and operator console

Connected the agent layer to HubSpot and internal tooling so accepted actions updated deal records, sequences, and account notes automatically with full traceability.

FAQs

How much does it cost? +

Complete projects start at $2,000. I give you a fixed price after a free 30-minute call — no hourly billing, no surprise invoices.

How fast can you deliver? +

Most MVPs go live in 2–4 weeks. Larger projects run in 2-week sprints with a live demo every week so you always see progress.

Who will actually build my product? +

Me. Personally. I have 10+ years of experience and I handle everything — frontend, backend, infrastructure, deployment. No outsourcing.

What makes you different from agencies? +

No overhead. You talk directly to me — the person writing the code. That means faster decisions, better output, and lower cost.

What if I need changes after launch? +

You get 30 days of free post-launch support included. After that, I offer affordable monthly retainers or project-based work.

What technologies do you use? +

TypeScript, React, FastAPI, Node.js, Python, Rust, Solidity, React Native, Flutter — I pick what fits your project, not what's trendy.

Can one person really handle everything? +

Yes. Frontend, backend, infrastructure, mobile, and Web3. With 10+ years of experience and AI-accelerated workflows, I consistently deliver what agencies need 10 people to build.

Do you use AI to write code? +

Yes. I use AI as a force multiplier — for code generation, review, testing, and documentation. It's why I ship 3x faster than traditional developers. But every line is reviewed, tested, and refined by me before it touches your project.

Is your code production-ready? +

Yes. Every project I deliver is production-grade — tested, optimized, secure, and deployed to real infrastructure. I don't hand off prototypes. You get code that's ready for real users from day one.

What if my project doesn't work out? +

You own everything I build — every line of code, every design file. If you want to walk away or bring in another team, you can. No lock-in.