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System ideas

Every AI system we can build

Specific systems, by name — the ones we're asked for most, the products we've built, and every idea in our catalog. And this still isn't the ceiling: if you need something that isn't here, we design it around your business.

What we build

AI systems for whatever you want to improve

From recovering revenue to saving hours to sharper decisions and better customer service — here are the systems we build most often. The full list of every system idea is further down this page.

AI Lead Recovery System

Re-engage dead and unconverted leads automatically until they book.

  • Reactivates aged and 'no-response' leads
  • Multi-channel text + email sequences
  • Hands warm replies straight to your team

Recover jobs you already paid to generate.

AI Missed-Call Text-Back System

Every missed call gets an instant text so the lead never goes cold.

  • Fires within seconds of a missed call
  • Starts a real conversation automatically
  • Captures after-hours demand

Turn missed calls into booked jobs, 24/7.

AI Appointment Booking Workflow

An assistant that qualifies leads and books them onto your calendar.

  • Qualifies and routes every inbound lead
  • Books directly into your calendar
  • Reminders that reduce no-shows

A full schedule without manual back-and-forth.

AI Estimate Follow-Up System

Persistent, on-brand sequences so no estimate is ever forgotten.

  • Triggered the moment a quote is sent
  • Smart timing across text and email
  • Stops automatically when they reply

Every quote followed up until it's won or closed out.

CRM Automation

Your pipeline updates itself — no more manual data entry or dropped leads.

  • Auto-creates and updates contacts
  • Tags, stages, and assigns leads
  • Connects the tools you already use

A clean, always-current pipeline your team trusts.

Customer Reactivation

Win back past customers with timely, automated seasonal offers.

  • Segments your existing customer list
  • Seasonal and service-based campaigns
  • Measurable revenue from each send

Fresh revenue from the customers you already have.

Internal AI Assistants

Private assistants that answer questions and handle busywork for your team.

  • Trained on your processes and docs
  • Drafts replies, quotes, and summaries
  • Available to your whole team

Hours back every week from repetitive tasks.

Operations Automation

Automate scheduling, dispatch updates, reviews, and reporting.

  • Automated review requests
  • Job, dispatch, and status updates
  • Owner reporting on autopilot

Smoother operations with less manual overhead.

AI Receptionist & Voice Agent

An AI voice agent that answers every call 24/7, qualifies the caller, and books them straight onto your calendar.

  • Answers inbound calls day and night
  • Qualifies, books, and routes every caller
  • Warm-transfers the urgent ones to your team

Never miss another call — or the revenue behind it.

Website AI Chat Agent

A chat agent trained on your business that answers visitor questions, captures details, and books appointments.

  • Trained on your services, pricing, and FAQs
  • Captures and qualifies visitors automatically
  • Books appointments and syncs to your CRM

Turn website traffic into booked jobs, 24/7.

AI SDR & Outbound Sales

An automated sales rep that works new and old leads across call, text, and email until they book or opt out.

  • Contacts new leads within seconds
  • Re-engages old leads and handles objections
  • Hands hot prospects to your closer with notes

A full pipeline without adding sales headcount.

AI Review & Reputation Engine

Automatically requests reviews after every job and catches unhappy customers before they post publicly.

  • Auto review requests by text and email
  • Triggered on job or appointment completion
  • Routes negative feedback to you privately first

More 5-star reviews, fewer public surprises.

Custom Software & Dashboards

Bespoke portals, dashboards, and operations command centers built around exactly how your business runs.

  • Custom web apps, portals, and dashboards
  • Connects the tools you already use
  • Built to your workflow, not a template

One command center for your whole operation.

Revenue Automation Consulting

We audit your lead flow and operations, then hand you a prioritized roadmap of what to automate first.

  • Lead-leakage and workflow audit
  • AI-readiness assessment
  • Prioritized automation roadmap

Know where you're leaking revenue — and what to fix first.

GS Revenue Control

Continuously finds revenue that's lost, delayed, or unclaimed — and launches the right recovery action.

  • Watches every lead, estimate, job, invoice, and renewal
  • Scores and recovers each leak automatically
  • Attributes recovered revenue to each workflow

Recover money you're already losing.

QuoteFlow AI

Turns more estimates into booked work with intelligent prioritization and personalized follow-up.

  • Scores every estimate for conversion
  • Personalized email, SMS, and call sequences
  • Routes hot conversations to your team

Higher estimate close rates.

OpsBrain

A daily AI owner briefing covering revenue, operations, customers, and financial risk.

  • Reads every connected tool each morning
  • Flags risks, targets, and opportunities
  • Recommends the single most important action

Wake up knowing what needs your attention.

JobIntel

Turns technician notes, photos, recordings, and time logs into job intelligence and follow-up actions.

  • Extracts work, issues, and billing opportunities
  • Flags incomplete records and safety issues
  • Creates estimate, warranty, and return tasks

Better documentation and captured work.

CashWatch AI

AI-powered collections, receivable prioritization, dispute routing, and cash forecasting.

  • Scores every receivable by risk
  • Automated, professional reminders
  • Forecasts collections and cash position

Get paid faster, see cash problems early.

LeadPulse AI

Captures, enriches, qualifies, and routes leads before competitors respond.

  • Deduplicates and enriches every lead
  • Scores fit, intent, and value
  • Responds or routes instantly, and books calls

Faster response, more qualified opportunities.

Engineered intelligence

A look at the systems we build

Every build is a bespoke response to where a business is losing time and revenue. Here's what that looks like in production.

Active deploymentv2.4.0

HVAC Operations Command Center

A live operations dashboard that watches every lead, job, and follow-up across multiple locations — automating dispatch updates, review requests, and maintenance reminders so nothing slips.

+28%

More booked jobs

90s

Avg. response time

Revenue engineStable

Revenue Recovery Dashboard

Pulls every lead source into one view, flags where deals leak out of the funnel, and triggers automated recovery sequences in real time — turning lost opportunities back into booked work.

$142k

Recovered / month

412%

Return on system

Our own products

The GS AI Business Suite

Twenty named systems we've designed ourselves, built on one shared foundation. Open the Flagship page for the full detail on any of them.

Flagship

GS Revenue Control

Continuously finds revenue that was lost, delayed, forgotten, or never billed — and starts the right recovery action on its own.

Flagship

QuoteFlow AI

Follows up on every estimate and proposal automatically, so quotes turn into booked work instead of going quiet.

LeadPulse AI

Finds and qualifies new business, then organizes every lead in one pipeline so the best ones get answered first.

Reactivate AI

Finds past customers who are due to come back, renew, or buy another service — and reaches out to them automatically.

SalesCoach AI

Listens to every sales conversation so managers don't have to, and turns each one into coaching, follow-up, and pipeline insight.

DemandPilot AI

Builds marketing campaigns from your own customer, revenue, capacity and seasonal data — and reports them in booked jobs, not clicks.

ClientGuard AI

Looks after the customer relationship day to day — answering routine questions and catching unhappy customers before they leave.

Flagship

FrontDesk AI

Answers every call — day, night, or while the team is already busy — and turns it into a booked job instead of a missed opportunity.

Flagship

JobIntel

Reads what the crew actually recorded on a job — notes, photos, recordings, and time logs — and turns it into a clear summary plus the follow-ups it found.

OpsFlow AI

Connects the software you already use and moves work from one step to the next automatically — stepping in when a handoff, approval, or deadline is missed.

DispatchIQ

Works out the best person, time, and route for every job — and rebuilds the schedule the moment something changes.

Accountable AI

Turns what gets said in meetings and messages into tracked responsibilities that actually get followed up.

ScopeGuard Vision

Looks at jobsite photos, videos, notes, and contracts to catch extra work that was never written down, quality risks, and work you should be billing for.

DocOps AI

Reads the documents that arrive every day — PDFs, forms, emails, images, spreadsheets, and scans — and files the information where it belongs.

CrewCopilot

A private assistant for your staff that answers questions using only your company's own approved information.

TalentFlow AI

Handles the paperwork and coordination around hiring — applications, scheduling, communication, and onboarding — while people make every hiring decision.

StockPilot AI

Watches inventory, purchasing, and suppliers so the parts a job needs are on the shelf before the crew shows up.

Flagship

OpsBrain

Connects the tools you already run on and gives the owner one daily briefing: what happened, what's at risk, and what needs a decision.

Flagship

CashWatch AI

Chases unpaid invoices politely and persistently, and warns management about cash-flow problems before they arrive.

MarginGuard AI

Watches cash and profit continuously, and shows which jobs, customers, services, and crews are quietly costing you money.

Voice360

Earns more good reviews and pulls every piece of customer feedback into one view of what customers value and what frustrates them.

ScenarioOS

Explains what your numbers actually mean, forecasts what's coming, and lets owners test a decision before committing money, people, or capacity.

Every idea

The full list, grouped by category

Every specific system in our catalog, sorted by the area of the business it runs. These are starting points — most get shaped around how your business actually works.

AI Customer Service

AI Help Desk AssistantAI Customer Support Chatbot

AI Sales

AI Revenue Recovery MachineAI Lead Qualification Assistant

AI Marketing

AI Marketing ManagerAI Social Media Content Engine

AI Finance

AI Collections AssistantAI Cash Flow Command Center

AI Accounting

AI BookkeeperAI Expense Auditor

AI Operations

OpsBrain AIAI Operations Command Center

AI Human Resources

AI Recruiting AssistantAI Employee Success Coach

AI Recruiting

AI Talent ScoutAI Hiring Manager

AI Training & Education

AI Employee TrainerAI Learning Coach

AI Knowledge Management

Internal Company GPTAI Knowledge Hub

AI Executive Assistant

AI Chief of StaffAI Executive Assistant

AI Decision Support

AI Business AdvisorAI Strategic Planner

AI Business Intelligence

AI Analytics CenterAI KPI Dashboard

AI Revenue Recovery

LeakStop AIRevGuard AI

AI Compliance

CompliTrack AIAI Audit Prep

AI Procurement

AI Purchasing ManagerAI Supplier Intelligence Platform

AI Supply Chain

AI Supply Chain OptimizerAI Inventory Planner

AI Logistics

AI Fleet ManagerAI Route Optimizer

AI Project Management

AI Project CoordinatorAI Delivery Manager

AI Field Service

HVAC AI Command CenterFieldOps AI

AI Healthcare

AI Medical ScribeAI Patient Assistant

AI Legal

AI Legal AssistantAI Contract Analyzer

AI Real Estate

AI Property Intelligence PlatformAI Real Estate Assistant

AI Manufacturing

AI Factory SupervisorAI Production Optimizer

AI Cybersecurity

AI Security AnalystAI Threat Detection Platform

AI Research

AI Research AgentAI Market Intelligence Platform

AI Creative

AI Content StudioAI Ad Creative

AI Industry-Specific

Estate Operations AIClinicOps AI

AI Receptionist & Voice Agents

AI Phone ReceptionistAI Voice Agent

AI Scheduling & Booking

AI Booking AssistantAI Scheduling Coordinator

AI Email & Inbox

AI Inbox ManagerAI Email Responder

AI Meeting Assistant

AI NotetakerAI Meeting Summarizer

AI Workflow Automation

AI Workflow BuilderAI Process Orchestrator

AI Document Processing

AI Document ExtractorAI Intake Processor

AI Translation & Localization

AI TranslatorAI Localization Engine

AI Personalization

AI Recommendation EngineAI Personalization System

AI Pricing Optimization

AI Pricing EngineAI Dynamic Pricing System

AI Fraud & Risk Detection

AI Fraud DetectorAI Risk Monitor

AI Reputation & Reviews

AI Review ManagerAI Reputation Monitor

AI Social Media Management

AI Social ManagerAI Community Engager

AI SEO & Web

AI SEO AssistantAI Web Optimizer

AI Lead Generation

AI Prospecting EngineAI Lead Gen Bot

AI CRM Automation

AI CRM AssistantAI Pipeline Manager

AI Customer Retention

AI Churn PredictorAI Retention Engine

AI Autonomous Agents

AI AgentMulti-Agent System

AI Software Development

AI Coding AssistantAI Code Reviewer

AI Testing & QA

AI QA TesterAI Test Generator

AI Forecasting & Prediction

AI Demand ForecasterAI Forecasting Engine

AI Predictive Maintenance

AI Maintenance PredictorAI Equipment Monitor

AI Inventory Management

AI Inventory ManagerAI Stock Optimizer

AI Quality Control

AI Quality InspectorAI Defect Detector

AI Safety & EHS

AI Safety MonitorAI Incident Reporter

AI Property Management

AI Property ManagerAI Tenant Assistant

AI Hospitality & Restaurants

AI ConciergeAI Restaurant Assistant

AI Retail & E-commerce

AI Shopping AssistantAI Merchandiser

AI Insurance

AI Underwriting AssistantAI Claims Processor

AI Banking & Fintech

AI Financial AssistantAI Lending Advisor

AI Transportation & Mobility

AI Dispatch SystemAI Mobility Planner

AI Construction

ConstructionOps AIAI Site Manager

AI Agriculture

AI Crop AdvisorAI Farm Optimizer

AI Energy & Utilities

AI Energy OptimizerAI Utility Manager

AI Events Management

AI Event PlannerAI Registration Bot

AI Nonprofit & Fundraising

AI Fundraising AssistantAI Grant Writer

AI Government & Public Sector

AI Citizen AssistantAI Casework Bot

AI Media & Publishing

AI Content StudioAI Editorial Assistant

AI Music & Audio

AI Audio ProducerAI Voiceover Generator

AI Video Production

AI Video CreatorAI Video Editor

AI Design & Branding

AI Design StudioAI Brand Designer

AI Search & Discovery

AI Enterprise SearchAI Discovery Engine

AI Personal Productivity

AI Personal AssistantAI Productivity Coach

AI Strategy & Planning

AI StrategistAI Scenario Planner

AI Monitoring & Alerting

AI KPI AlertsAI Anomaly Watch

AI Integration & Data Sync

AI Integration HubAI Data Sync Engine

AI Travel & Tourism

AI Travel PlannerAI Trip Concierge

AI Gaming & Interactive

AI Game NPCAI Interactive Engine

AI Messaging & DM Agents

WhatsApp Lead AgentInstagram DM Automation

Custom Software & Internal Tools

Internal Company PortalOps Command Center

Also built for clients

Back-Office Automation

Need something that isn't on this list?

These are the systems we've built and the ideas we start from — not a menu you have to pick from. Describe the problem and we'll design a system for it, using your data and the tools you already run.

Ready when you are

See what AI could do for your business

Get a free AI audit. Tell us about your business and we'll show you the highest-impact systems we could build — from recovering revenue to saving hours to making sharper decisions. No obligation.