Inbox triage
Every incoming email is read, categorized by intent, prioritized by urgency, assigned to the right person, and tagged. Urgent items trigger an instant alert; routine ones get drafted replies ready for one-click approval.
Repetitive work, handled automatically.
AI automations that read your inbox, extract data from documents, update your CRM, route invoices, generate reports, and chase follow-ups — so your team stops doing the same manual tasks every day. Built to run reliably in production, not just in a demo.
The problem
Most admin work is the same task, repeated forever.
Consider what happens when a new customer email lands in a shared inbox. Someone reads it, decides what it is about, pulls the relevant details, logs it in the CRM, figures out who should respond, drafts a reply, and sets a reminder to follow up. Now multiply that by forty emails a day, five days a week. The cognitive load is enormous, the work is invisible, and mistakes accumulate when people are tired or busy.
The same pattern repeats across invoice processing, quote requests, intake forms, weekly status reports, and the endless chase of outstanding documents. These tasks are not difficult — they are tedious, context-dependent, and sensitive to small variations that trip up rigid rule-based tools. That is exactly the gap where modern AI shines: it reads unstructured content, understands intent, extracts the right fields, and takes the correct next action without a human reading every word.
A well-built automation does not replace your team. It removes the mechanical middle layer — the reading, classifying, copying, and routing — so people spend their time on judgment calls, relationships, and work that actually requires a human.
What we automate
Six high-value workflows we ship most often.
These are not hypothetical. They are the automations that consistently deliver measurable hours saved for small and mid-size Ontario businesses.
Data extraction
Pull structured data from invoices, receipts, intake forms, quotes, and PDFs. Names, amounts, dates, line items, and reference numbers land in your spreadsheet, database, or accounting system automatically.
CRM updates
Every customer interaction — email, call note, meeting — is summarized and written to the right CRM record. No more forgotten updates or stale pipelines. Your CRM finally reflects reality.
Invoice routing
Incoming invoices are extracted, matched to purchase orders or jobs, checked against approval rules, and routed to the right person for sign-off. Exceptions are flagged for review; clean ones flow straight through.
Reporting
Weekly or monthly reports that used to take an hour of copy-paste are generated automatically: KPI summaries, anomaly flags, and plain-English insight pulled from the tools you already use and delivered to your inbox.
Follow-up sequences
Automated reminders for outstanding quotes, unanswered proposals, expired quotes, and renewal dates. The system knows when to nudge, what to say, and when to escalate to a human — so nothing falls through the cracks.
The approach
Reliable by design.
An automation that works 80% of the time is worse than no automation, because it creates false confidence and silent failures. Every workflow we ship is built around reliability from day one: confidence scoring, human-in-the-loop approval for critical actions, structured outputs validated against a schema, full logging of every run, and alerting when something looks off.
We start with the smallest useful version of the workflow, prove it in production with real data, and expand only once accuracy and reliability are confirmed. The goal is a system your team trusts enough to stop checking manually.
Human-in-the-loop
High-stakes actions get a one-click approval step. The AI prepares; a human confirms.
Confidence thresholds
Low-certainty extractions and classifications are routed for manual review automatically.
Full observability
Every run is logged with inputs, outputs, and timing. Errors surface instantly, not weeks later.
How it works
From messy workflow to running automation.
01
Map the workflow
We document the current process step by step — inputs, decisions, outputs, exceptions, and edge cases. We define what success looks like before writing a line of code.
02
Build and connect
We wire the AI layer into your tools — email, CRM, accounting, spreadsheets — with guardrails, logging, and approval steps. The automation runs alongside your team before going fully live.
03
Monitor and expand
We watch accuracy, close failure modes, and tune edge cases. Once the workflow is stable, we expand to the next one — building a portfolio of automations that compound over time.
Common questions
Automation questions, answered.
How is this different from Zapier or Make?
+Tools like Zapier move data between apps based on fixed triggers — when X happens, do Y. Our automations add an AI layer that reads, understands, classifies, and extracts meaning from unstructured content like emails and documents before taking action. We can and do use Zapier as a connector, but the intelligence layer is what handles the work that rule-based tools cannot.
What if the AI makes a mistake?
+Critical actions include a human approval step. The AI prepares the draft, summary, or routing decision, and a team member confirms with one click before it goes out. Confidence thresholds catch low-certainty cases automatically and route them for manual review. Nothing high-stakes happens without a human in the loop during the early stages.
How long does an automation take to build?
+A focused single-workflow automation typically launches in one to three weeks. More complex multi-step pipelines that touch several systems take longer depending on integration complexity, data access, and internal approvals. We always scope the smallest useful version first and expand from there.
Do you support the automation after launch?
+Yes. Every automation includes monitoring, error alerting, and a refinement period after launch. We watch the first real runs, fix edge cases, and tune accuracy before handing over documentation and ongoing support options. You are never left with a black box you cannot maintain.
Ready to automate the busywork?
Book a free audit. We map your repetitive workflows and identify the single highest-ROI automation to build first.