What we build, by industry.
Real requests from manufacturers, logistics teams, builders and software companies. Each one is a tool we build for you on the systems you already run, at a fixed price.
Manufacturing
Most manufacturers already have the data they need. It's sitting in the ERP, in old quotes, in binders of SOPs nobody can search. We build AI tools on top of those systems for you, so your team gets the result without taking on a software project.
“Automate our quoting process so sales can price custom parts in minutes, not days.”
Custom part quotes in minutes
How an AI quoting tool connected to your ERP prices custom parts from RFQs and drawings in minutes, with estimators reviewing the jobs that need them.
See the use case
“Connect AI to our existing ERP to automate purchase orders and supplier follow-ups.”
ERP-connected purchasing and supplier follow-up
How an AI agent connected to your ERP drafts purchase orders, chases supplier confirmations and flags late deliveries before they hit your production schedule.
See the use case
“Create an AI assistant that answers operators' questions from our SOPs and work instructions.”
Answers for operators, straight from your SOPs
How an AI assistant built on your SOPs and work instructions gives operators cited answers at the machine, on every shift, from approved documents only.
See the use caseLogistics
Logistics runs on thin margins and a lot of systems that don't talk to each other. We build AI tools that sit across your WMS, TMS and billing data, catch problems early and give your team better decisions to make. You don't need an engineering team to get there.
“Automate freight invoice processing and audits to catch billing errors and overcharges.”
Freight invoice processing and audit
How a custom AI freight audit tool reads every carrier invoice, matches it to your rates, BOLs and PODs, and flags billing errors before you pay the carrier.
See the use case
“Connect our WMS and TMS so AI can flag late shipments before customers notice.”
Late shipment alerts before the customer calls
How a custom AI tool joins WMS and TMS data, predicts which shipments will miss their delivery window, and alerts your team before the customer calls.
See the use case
“Create an AI dispatcher that suggests loads and routes based on our capacity and schedules.”
An AI dispatcher for loads and routes
How a custom AI dispatch assistant reads your capacity, driver hours and schedules, then suggests loads and routes your dispatchers can accept or adjust.
See the use caseConstruction
Construction companies sit on years of bids, plans, RFIs and submittals. Most of it is hard to search and harder to reuse. We build AI tools that turn your project history into faster estimates and quicker answers, without asking your team to manage a software build.
“Build an AI tool that speeds up estimates and takeoffs from our plans and past bids.”
Faster estimates and takeoffs
How a custom AI estimating tool speeds up quantity takeoffs and cost estimates using your plans, past bids and job costs. What it takes to build one properly.
See the use case
“Create an assistant that searches our specs, RFIs and submittals so project managers find answers fast.”
Search across specs, RFIs and submittals
How a custom AI assistant searches your specs, RFIs and submittals and answers project questions with citations. What it takes to build one that PMs trust.
See the use case
“Automate subcontractor compliance tracking, including insurance, certifications and safety documents.”
Subcontractor compliance tracking
How a custom AI tool reads COIs, certifications and safety records, checks them against your requirements and chases expirations before they become exposure.
See the use caseSoftware
Your roadmap is already full. Adding AI well takes evals, infrastructure and architecture decisions your team hasn't had time to work through. We build it for you as a scoped, fixed-price project, so your engineers stay on the roadmap.
“Move our AI prototype into production with proper evals, monitoring and security.”
From AI prototype to production
Your AI prototype works in the demo. Here's what it takes to ship it to real users: eval suites, production monitoring, prompt injection defenses and fallbacks.
See the use case
“Automate customer onboarding and internal workflows with AI agents.”
AI agents for onboarding and internal workflows
How AI agents handle SaaS customer onboarding and internal ops work: data mapping, account setup, CRM and ticketing workflows, with human approval built in.
See the use case
“Add AI agents and RAG features to our SaaS product.”
AI agents and RAG features in your SaaS product
What it takes to add RAG and in-product AI agents to a multi-tenant SaaS: tenant isolation, permission-aware retrieval, tool calling, evals and cost controls.
See the use caseHow does a build work?
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Tell us what you need.
Describe the problem in plain language. We work with you to turn it into a clear spec and scope.
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Get a fixed, outcome-based price.
You pay for what gets delivered, not for hours. The price is agreed before the build starts.
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We build it.
AI agents do the build, supervised by senior engineers who review the architecture, the code and every integration with your systems.
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You get a production-grade tool.
Deployed, connected to your systems, and ready for your team to use. Delivered in days to weeks, not months.
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Tell us the problem. We'll come back with a scope and a fixed price.
Describe what you need