Systems We Build

AI Systems Built for How Mid-Market Businesses Actually Operate

We build custom AI systems designed around your workflows, your data, and your team, then hand them off fully operational.

The systems below are what our clients reach for most. They're starting points. Every engagement begins with a real conversation about what you actually need.

Finance

Cash Flow Accelerator

Connects to your accounting software, flags overdue invoices, and sends personalized follow-up on your team's behalf. No more manual payment chasing.

Best for: High-volume invoicing, 50+ customers, $5M+ revenue

Marketing

Content Engine

Trained on your brand voice, this system takes a single topic and produces a full blog post, social variations, and newsletter draft, routed for your approval before anything goes live.

Best for: Lean marketing teams that need consistent output without adding headcount

Sales

Smart Sales Associate

Sits on top of your existing CRM and scores your leads in real time. High-priority prospects get immediate attention; everyone else gets automated nurture until they're ready.

Best for: Sales teams of 3+, multiple lead sources, leads slipping through the cracks

Operations

Meeting Intelligence System

Records your meetings, pulls out action items, and pushes tasks to your project management tool. Everything that used to fall through the cracks after a call gets captured automatically.

Best for: Executive teams, project-based businesses, distributed or remote teams

Operations

Operations Estimator

Brings structure to your bid and estimating process by standardizing requests, consolidating quotes, and generating backlog and revenue forecasting views from your existing spreadsheets or ERP.

Best for: Construction, manufacturing, and project-based businesses ready to stop guessing at the pipeline

Finance

Commission Calculation System

Pulls directly from your sales data, applies your compensation rules, and generates accurate payout reports every pay period. Clean, auditable, and no more spreadsheet disputes.

Best for: Sales orgs with tiered comp plans, multiple reps, or recurring commission headaches

Analytics

Business Intelligence System

Pulls customer data from across your systems, spots trends and at-risk accounts, and gives leadership the visibility to make faster, better-informed decisions.

Best for: Companies with data in multiple places and no clean way to see the full picture

Not a One-Size-Fits-All Shop

Don't see exactly what you're looking for? That's exactly where we start.

Every system we build starts from scratch around your business. If you have a specific workflow in mind, we'll scope it. If you just know something isn't working, we'll figure it out together. Either way, let's talk.