Who we are
A small, senior team that pairs real AI engineering with people who've actually worked in industry.
When you own a small or medium-sized business, you wear every hat. Sales, quotes, the inbox, the paperwork that waits until night. We're a Texas AI company that automates that load, so the company runs without you holding all of it together. More gets done, revenue grows, and you get to run the business instead of working inside it. No six-figure minimums, no twelve-month contracts.
AI automation for the small and medium-sized businesses that keep the country running
When the owner and a small management team carry every quote, email, invoice, and follow-up, growth stalls and the nights get long. The right AI automation takes that weight off without adding headcount.
Approvals, quotes, and answers all route through one or two people, so the business only moves as fast as your calendar.
Field, vendor, and office data live in silos, so no one has a single, trustworthy view.
Quotes, work orders, and invoices are keyed by hand, which is slow, error-prone, and expensive.
RFQs sit for days while competitors with faster turnaround win the work.
Regulatory reporting and audit trails are assembled manually under deadline pressure.
Invoices, reports, and follow-ups get done after hours because the workday went to putting out fires.
Ready-to-deploy AI for the parts of your business that eat the most time. Each Engine does the work and hands you the results, and you stay in control.
Runs your RFQs end to end: emails suppliers, captures and compares quotes, reviews contracts, and drafts POs, so nobody re-keys quotes into spreadsheets and ERP.
Learn more →A private AI coworker for email: reads, sorts, drafts replies from your knowledge, and follows up. Runs locally, and you approve everything.
Learn more →Takes the paperwork off your salespeople and briefs them before every meeting, so they spend their time in front of customers.
Learn more →Mail, Procurement, and Sales are just three examples. If a repetitive process is eating your team's week, we can build an Engine or an AI agent for it, shaped around the way you already work.
Not sure what you need? Start with a quick consult →
These are the kinds of small and mid-sized teams we build for. The companies are made up, but the workflows are exactly how the Engines run.
A pipe and valve distributor drops in a request. The Engine emails all twelve approved suppliers, chases the four who go quiet, and reads every quote that comes back. The buyer gets one clean comparison to choose from, days sooner than the old spreadsheet ever managed.
A field services company's front-desk inbox takes 200 messages a day. The Engine sorts them, drafts replies to the routine quote and scheduling requests straight from the company's own playbook, and flags the handful that need a person. Nothing sends without a click.
An equipment rep opens their morning brief and sees which accounts to visit, what's still open on each, and a quick recap of the last meeting. Afterward they jot a note, and the Engine drafts the recap email for the client. They read it, tweak it, send it.
A manufacturer hands off invoice matching. The Engine reads each invoice as it lands, checks it against the PO and the receipt, and flags anything that doesn't line up. The clean ones go to a queue for sign-off, so finance stops re-keying and starts reviewing.
Want to see one run on your own process? Book a call →
Every Engine is built from these core AI capabilities. Need something beyond the three products? We bring the same toolkit to any part of your business.
Autonomous agents that automate complex processes, make decisions, and plug into the systems you already run.
Learn more →Custom predictive and classification models built around your data and your specific use cases.
Learn more →Automated workflows that combine AI with your tools to take repetitive tasks off your team's plate.
Learn more →Robust data pipelines that feed your AI models and real-time dashboards with clean, trustworthy data.
Learn more →Security audits, hardening, and monitoring that keep your systems and data protected as you adopt AI.
Learn more →We wire AI into the web, mobile, and cloud tools your business already uses, so it fits your workflow.
Learn more →We design, integrate, and optimize your website, wired into your CRM and tuned to bring in traffic and real leads.
Learn more →We roll out Claude Code across your engineering team, from assessment and pilot to scaled adoption, with real productivity metrics.
Learn more →Strategy, roadmap, and hands-on support to adopt AI effectively across your whole organization.
Learn more →Most AI shops have never set foot on a job site or a shop floor. We pair real AI engineering with people who've worked in industry, built for a small or medium-sized business, so the solution fits how your operation actually runs.
No six-figure minimums, no twelve-month contracts. Start with one high-ROI use case and grow, built for the pace and budget of a small or mid-size company.
We speak the language of the field, the shop floor, the truck, and the back office, not just tokens and models. We've run businesses, not just built software.
Working pilots in weeks. We integrate proven AI instead of reinventing it, so you get there fast.
Every project has clear numbers we're tracking. We measure the real impact on cost, uptime, and response time, and prove it.
If you run a small or medium-sized business and your management team is stretched thin, this is built for you. Whatever your industry, wherever you are. We're based in Houston and work with businesses across Texas and the rest of the country, remote-first, with on-site visits when they help. Here are a few of the industries we know best:
AI for oil and gas companies that still run on email and spreadsheets: supplier RFQs, field tickets, AFEs, invoice matching, and the vendor inbox, automated with a person approving every dollar.
For service companies and suppliers to plants and utilities: outage-season quoting, bid follow-ups, compliance paperwork, and account briefs so your reps walk into every plant prepared.
AI for construction companies: bid and estimate paperwork, sub and supplier quotes, change orders, RFI and submittal tracking, and the daily inbox that never stops.
Purchase orders, material quotes, order status emails, and production reports, pulled out of people's inboxes and into a system that runs while the shop runs.
Scheduling requests, service quotes, work-order paperwork, and customer follow-ups handled automatically, so the crew stays billable and the office stays small.
Not in the industries above? If a repetitive process is eating your week, the same automation applies. Distributors, logistics, professional services, and more.
A small, senior team that pairs real AI engineering with people who've actually worked in industry.
A low-risk path that gets you real impact fast, then rolls out across your sites.
We map your systems and data, then pinpoint the highest-ROI place to integrate AI first.
We design the solution, agree on the numbers we're chasing, and lay out a clear plan.
Short sprints with weekly demos. We integrate it into your workflow, with a human in the loop where it counts.
We roll out across sites, monitor, optimize, and train your team to run it confidently.
*Targets based on comparable AI-integration engagements across small and medium-sized businesses.
Before-and-after scenarios showing how each solution changes the day-to-day numbers of a small or medium-sized business.
A small or medium-sized business puts an AI agent on inbound requests, so routine questions and intake get handled the moment they arrive.
A machine-learning model learns from a business's own data to flag issues and shifts days ahead, instead of after the fact.
An automation reads incoming documents and moves the data between systems on its own, so the team stops re-keying everything by hand.
AI won't replace your crew. The one thing it will replace is the three days a month lost to manual invoice matching.
We work with the modern AI and data stack and integrate with the systems your operation already runs on.
Short, useful reads on where AI automation actually pays off for a small or medium-sized company, written for the owner, not the IT department.
Automating AFEs, JIBs, and invoice reconciliation, and what it's really worth in hours saved.
Read → AI agentsThe best first jobs to hand an AI agent at a small or medium-sized business, and how to keep it safe.
Read → Getting startedA practical, low-risk way to pick and run your first AI use case, and what to measure.
Read →Tell us what eats the most of your week and we'll show you the highest-ROI place to start. No pressure, no fine print, and you'll talk straight with the people who do the work.
Book a callShare your challenge, an idea, or a quote you have in mind. We respond to every request within one business day.