AI Automation & Intelligent Agents

We build intelligent AI agents that operate your growth engine.


Most companies automate tasks.

We build AI agents that think, decide, and execute across your growth stack.

Not just workflows.
Not just prompts.
Not just chatbots.

We design production-ready AI agents that integrate with your CRM, product, marketing stack, and data infrastructure — so they operate as digital team members inside your company.

What We Typically Do


1️⃣ Growth AI Agents

AI agents that continuously improve acquisition, activation, and retention.

Examples:

  • Campaign Optimization Agent (monitors Meta/Google/LinkedIn performance and reallocates budgets)

  • Funnel Drop-Off Agent (detects conversion bottlenecks and suggests experiments)

  • PLG Activation Agent (analyzes user behavior and triggers personalized nudges)

  • Lifecycle Revenue Agent (optimizes upsell & expansion sequences)

These agents connect directly to:

  • HubSpot / CRM

  • GA4 / Mixpanel / Amplitude

  • Ad platforms

  • Email automation systems

  • Internal BI dashboards

2️⃣ AI Sales & RevOps Agents

Agents that operate inside your revenue engine.

Examples:

  • Lead Qualification Agent (scores & routes inbound leads intelligently)

  • Sales Assistant Agent (drafts personalized follow-ups using CRM history)

  • Pipeline Health Agent (identifies stalled deals & risk signals)

  • Forecasting Intelligence Agent (predicts revenue outcomes based on historical data)

These integrate with:

  • HubSpot

  • Salesforce

  • Pipedrive

  • Custom CRM infrastructure

3️⃣ AI Customer Experience Agents

Move beyond support bots.

We build AI agents that:

  • Understand customer intent & context

  • Access CRM + product usage data

  • Provide personalized responses

  • Trigger backend workflows

Examples:

  • AI Onboarding Concierge

  • AI Retention Agent

  • AI Support Triage Agent

  • AI Product Advisor (ideal for SaaS & ecommerce)

4️⃣ Internal Productivity AI Agents

AI agents that reduce operational friction.

Examples:

  • Marketing Brief Generator Agent

  • Reporting Automation Agent

  • Data Cleanup Agent (for messy CRM pipelines)

  • Executive Intelligence Agent (weekly decision-ready insights)

AI Agent Architecture

We don’t just deploy tools — we architect systems.

Each AI agent we build includes:

  • Data ingestion layer (CRM, product, ads, support, etc.)

  • Context memory layer

  • Decision logic framework

  • Model orchestration (OpenAI, Anthropic, custom LLMs)

  • Guardrails & compliance controls

  • Monitoring & continuous optimization

This ensures your AI agent is:
✔ Reliable
✔ Secure
✔ Auditable
✔ Scalable

Platforms & AI Technologies We Work With


We design, deploy, and orchestrate agents using:

  • OpenAI (GPT models)

  • Anthropic (Claude)

  • LangChain frameworks

  • Vector databases

  • Retrieval-Augmented Generation (RAG)

  • Custom API orchestration

  • Multi-agent coordination systems

For enterprise-grade orchestration and model management, we can also integrate with platforms like:

  • AI model hubs

  • Agent orchestration environments

  • Multi-model routing systems

Who it's for?

 

  1. SaaS companies scaling operations

  2. Teams overwhelmed with manual processes

  3. Organizations exploring AI adoption

  4. Companies ready to modernize growth systems

AI Agent Use Cases by Industry


SaaS

  • Activation Optimization Agent

  • Churn Prediction Agent

  • Expansion Revenue Agent

Ecommerce

  • AI Stylist Agent (this subtly connects to twigBIG direction)

  • Conversion Recovery Agent

  • Personalized Offer Agent

Real Estate / Services

  • Lead Qualification Agent

  • Listing Follow-Up Agent

  • Pipeline Prioritization Agent