AI agents that do the work your team shouldn't
We build AI agents that take over the manual work slowing your revenue down, reading plans, extracting data from documents, generating estimates, and moving information between systems that don't talk to each other. Work that takes your team 5 to 30 hours gets done in minutes, with fewer errors.
What we automate
Estimation and quoting
Agents that read plans and specifications, extract quantities and requirements, and produce precise, consistent estimates your team reviews and sends.
30 hours to minutesDocument data extraction
Structured data pulled from PDFs, drawings, and forms with measured accuracy, no more manual re-typing into spreadsheets.
95%+ accuracyDisconnected systems, connected
Agents move data between your ERP, CRM, and internal tools so nothing gets copied by hand and nothing falls through the cracks.
Copy/paste errors eliminatedEnd-to-end workflows
Multi-step processes, qualify, look up, decide, write back, handled by agents, with human checkpoints where they matter.
Hours back every weekWhy agentic automation
Classic automation follows a script and breaks the moment reality deviates from it. An agent reads the actual document in front of it, decides what matters, and takes the next step, which is why it can handle the messy, judgment-heavy work that scripts never could.
We scope every engagement around a measurable outcome: hours recovered, errors removed, quotes sent. If we cannot draw a line from the agent to revenue or cost, we will tell you before we build it.
The tool does in minutes what used to take days. We bid more, faster, with more confidence.
This is the work behind our estimation results: an agent that reads two-dimensional plans, extracts the data that matters, and produces estimates in minutes for a Québec steel fabricator.
Frequently asked questions
What is agentic AI?+
Agentic AI is software that uses AI models to perceive, decide, and act toward a goal, reading a document, extracting what matters, taking the next step in a workflow, rather than waiting for a person to drive every click. In practice: an agent reads an incoming plan, extracts quantities, drafts the estimate, and files it in your ERP, with your team reviewing instead of re-typing.
How is an agent different from regular automation?+
Regular automation follows fixed rules and breaks on anything unexpected. An agent interprets the actual content, a plan drawn slightly differently, a form filled out inconsistently, and still produces the right output. That makes agents suitable for judgment-heavy work like estimation and document processing.
How long until we see ROI?+
Most of our automation engagements show measurable results within the first weeks of production use, because we target a specific manual process with a known cost, like estimates that take 5 to 30 hours each. Our steel-fabrication estimation agent reduced estimation time by 90%.
Will it work with our existing systems?+
Yes, connecting disconnected tools is half the value. We have integrated agents with ERPs (including Genius ERP), CRMs, spreadsheets, and internal databases. Agents read from and write to the systems you already run.
What about our data and privacy?+
We work with both frontier models (Anthropic, OpenAI, Google) and local open models (Gemma, GLM, DeepSeek, Qwen) that run inside your own infrastructure. When data cannot leave your walls, for Law 25 or client-confidentiality reasons, we deploy models that never send it anywhere.