Finally have a real answer when leadership asks what you're doing with AI.

Most B2B companies have heard the AI pitch. Not many have something actually working. We build custom AI tools and automations for companies in manufacturing, engineering, and industrial services — practical things that make your sales team's job easier, reduce the manual work that's eating your week, and give you something concrete to show for it.

Does this sound familiar?
Leadership keeps asking "what are we doing with AI?" and you don't have a good answer yet
Sales gets the same questions from every prospect — and someone is still answering them manually every time
You're spending real hours every week on work that feels like it should be automated by now
You've tried ChatGPT for a few things internally but haven't turned it into anything the business actually uses
You want to move on AI, but you're not sure where to start or what's actually worth building
Who this is for

Three situations that bring B2B companies to us for AI work

You don't need an AI strategy or an internal dev team. You need a specific problem solved — by people who've done it for companies like yours.

01 / Scenario

You need to show leadership that AI is actually doing something

Leadership is watching. Sales is skeptical. You've been handed the AI question and you need an answer that's more than a pilot or a proof of concept. We build the things that work in the real world — tools your sales team actually uses, automations that save real hours, integrations that eliminate manual work. The kind of wins you can put in front of a CEO without qualifications.

02 / Scenario

Your sales team is answering the same questions on every call

If your reps spend the first 20 minutes of every discovery call explaining what your company does, who it's for, and how it's priced — that's a solvable problem. We build AI assistants trained on your actual business: your products, your pricing logic, your FAQs, your case studies. Prospects arrive educated. Calls get shorter. Sales stops being the first place a buyer gets a real answer.

03 / Scenario

Manual work is eating your team's time and you know it

Someone is copying leads from a form into the CRM. Someone is building the same report in a spreadsheet every week. Someone is manually routing requests that should be sorted automatically. These aren't complex problems — they're just unsolved ones. We identify which tasks AI can handle reliably, build the automation, and give those hours back.

What we build

Six things we build for B2B companies

Not experiments. Not pilots. Specific tools with a clear job to do — scoped, built, and handed off working.

AI Sales Assistants
An AI assistant trained on your actual business — products, services, pricing logic, FAQs, case studies, objection handling. It answers buyer questions, surfaces the right content at the right time, and handles the repetitive pre-sales work that currently lands on your team. The result: prospects who show up to sales calls already knowing what you do and why it's worth the price.
Lead Qualification & Routing
AI that reads inbound leads in real time — what they said, what company they're from, what they're actually asking for — and gets them to the right person before anyone has to sort them manually. Faster follow-up, less work for your team, fewer leads that fall through the cracks between shifts or over the weekend.
Document & Data Processing
If your team processes a high volume of documents by hand — purchase orders, RFQs, applications, inspection reports, contracts — AI can read, extract, and act on that information automatically. What currently takes hours of manual review can happen in seconds, with the output going wherever it needs to go.
Internal Knowledge Tools
Your company has years of accumulated knowledge — product specs, process docs, pricing history, technical manuals — that lives in files nobody can find. We build internal AI tools that make that knowledge searchable and usable, so your team stops wasting time hunting for answers that already exist somewhere in the organization.
Workflow Automation
The tasks that happen on a loop — routing requests, generating reports, updating records, triggering follow-ups — connected and automated so they run without anyone pushing them. We use whatever's right for the job: off-the-shelf automation tools when they fit, custom integrations when they don't.
System Integrations
Your tools should talk to each other. Leads from your website should go straight into your CRM. Data from one system shouldn't have to be manually copied into another. We build the connections that keep your stack in sync — so your team stops being the middleware between systems that should already be linked.
Our process

How a project actually gets built

We don't start with a technology recommendation. We start by understanding what's costing your team time — and whether AI is actually the right answer.

01
Workflow Audit
We map out the specific tasks, handoffs, and manual steps that are eating your team's hours or causing errors. Most clients walk away from this with a clearer picture of their own operations than they had going in.
02
Scope the Right Thing
We tell you what's worth building and what isn't. Some problems need a custom AI tool. Some need a simple automation. Some need a CRM workflow that someone should have set up two years ago. We recommend the simplest thing that actually solves the problem — and we'll talk you out of overbuilding.
03
Build & Test
We build in a staging environment, connect to your real systems, and test against the actual scenarios your team encounters. Not just the clean path — the edge cases too. Nothing goes live until it's solid.
04
Deploy & Stay Engaged
Production deployment with logging and alerts set up from day one. We stay engaged for the first several weeks and fix anything that surfaces under real conditions. If the AI needs retraining after a product change or new content, we handle that too.
What we work with

We're not selling a platform. We use whatever's right for your situation.

The AI landscape changes fast. We don't have a preferred vendor or a tool we push for every project. We use the model, platform, or tooling that fits the use case and your budget. For most B2B companies, that means practical tools that solve real problems.

AI Models
OpenAIAnthropic ClaudeGoogle Gemini...and more
CRM & Business Systems
HubSpotSalesforcePipedriveNetSuiteQuickBooksZoho
Automation Platforms
Maken8nZapierCustom API integrations
Common questions

What people ask us before getting started

Ready to figure out where AI fits?

Start with the audit, not the pitch.

The first step is understanding what’s actually costing your team time — not selling you on a specific technology. We’ll review your current workflows, identify where AI or automation would have the most practical impact, and give you a clear picture of what’s realistic. Something you can actually take back to leadership.