Ask the messy operational question.
"Which receiving exceptions are still open, who owns them, and what source data proves it?"
Governed AI apps for physical operations
Turn operational data into governed apps and agent workflows.
Ask a plain-English operations question. Canvas traces the source data, explains the answer, publishes a governed workspace, and runs the follow-up automatically.
- 30 min
- from files to first usable app
- 52
- tables mapped in one ERP analysis
- 24/7
- monitoring and scheduled pulses
Prompt
Find open exceptions, explain the source data, publish an app, and schedule follow-up with site owners.
ERP receipts
WMS activity
Policy exceptions
Shared workbook
Published workspace
Approved procedure
17
exceptions
4.1 hr
avg delay
6
owners
Calculation checked against approved procedure
Workspace published to governed team
Agent pulse scheduled for 8:00 AM
What it does
Canvas turns an operations question into an answer, a dashboard, and an automated follow-up loop.
Canvas inspects the systems and explains the logic.
It reads ERP, WMS, spreadsheets, and procedures, then shows the joins, filters, calculations, and exceptions behind the answer.
Publish the answer as a governed workspace.
Delegate the rhythm to an agent.
Schedule pulses, alert owners, collect updates, and keep the operating review current without starting over each week.
The platform shift
AI agents are only useful when they understand your business.
Most enterprise AI tools stop at the prompt. Operations needs more: governed access to live systems, trusted definitions, repeatable calculations, and apps people can actually use.
AiOn Canvas gives agents the context, tools, permissions, and memory to do the work a skilled analyst would do: inspect files, query governed data, write procedures, generate interfaces, publish workspaces, and keep watching after the meeting ends.
Why this matters
Operations teams do not need another place to ask questions. They need a way to turn answers into working systems.
Every answer is a project
- Manual exports from WMS, ERP, TMS, HRIS, and finance systems
- Definitions buried in spreadsheets, tribal knowledge, and one-off scripts
- BI tickets for dashboards that still need follow-up by email
- No persistent owner watching whether the exception was resolved
Answers become governed operating assets
- Agents work from approved data sources, files, memories, and skills
- Reusable procedures lock the math behind every app and workflow
- Published workspaces give each user the right view for their access
- Agenticus monitors, follows up, and reports progress on a schedule
Business teams build
Describe the tool, report, portal, workbook, or workflow in plain English. Canvas turns the request into inspected logic and a reusable workspace.
IT governs centrally
Control auth, data access, integrations, publishing, audit trails, and the procedures agents are allowed to use.
Agents keep operating
Schedule procedures, monitor conditions, collect updates, and surface exceptions without waiting for someone to ask again.
Built for real-world scale
Canvas connects the systems, sites, files, and people behind the work.
Operations questions rarely live in one database. Canvas gives the agent a governed map of your WMS, ERP, HRIS, safety tools, spreadsheets, procedures, and site context so answers can become reliable workspaces and automated follow-up.
AiOn Canvas
Governed agent layer
WMSactivity, inventory, orders
ERPfinance, receipts, cost
HRIShours, roles, shifts
Safetyevents, observations
FilesExcel, PDF, calls
9source classes connected
52tables mapped and interpreted
4work products generated
What Canvas creates
Not just dashboards. Reusable work products that become part of how the operation runs.
Operational workspace
A live dashboard, form, search surface, or portal published to the right team with access controls inherited from the platform.
Smart procedure
An inspected program that runs the same calculation every time, so critical metrics do not depend on prompt wording.
Skill or memory
Definitions, site mappings, fiscal calendars, exclusion rules, customer logic, and operating preferences the agent can reuse.
Agent workflow
A scheduled or triggered process that checks conditions, creates the output, reaches out to owners, and records what happened.
Operational outcomes
Built for cross-system work where dashboards alone are not enough.
Exception control
Exception monitors for receiving, quality, late loads, and aging inventory.
Agents watch thresholds, identify affected records, create a shared view, and coordinate follow-up before exceptions become daily fire drills.
Cost to serve
Customer, SKU, carrier, labor, accessorial, and margin leakage applications.
Canvas combines finance, transportation, WMS, and spreadsheet logic, then locks the math so every user sees the same answer.
Workforce productivity
Hours, activity, travel, gap time, shift, and site-level coaching workflows.
Operations leaders can move from visibility to action: who needs attention, why, and what should happen next.
Data onboarding
Large table exploration, field mapping, cleanup, and reusable data models.
Agents inspect schemas, infer joins, flag nulls and inconsistent mappings, and create clean views without a months-long data project.
Interactive workflow examples
Select an operational problem. See the inputs, app, procedure, and agent action Canvas creates.
Inputs
Operational records
ERP receipts, WMS activity, exception logs, and shared workbooks.
→
Canvas app
Exception workspace
Live queue of open issues, owners, aging, impacted product, and source records.
→
Agent workflow
Scheduled pulse
Runs every morning, flags unresolved items, and asks site owners for updates.
17open items
6owners
8:00next pulse
Meet the agent
Meet Agenticus.
- Agenticus is software like you've never seen.
- Agenticus is software with the context and data of your physical operations.
- Agenticus is software tailored and client centric.
- Agenticus is software that doesn't wait to be asked.
It runs continuously across every site, every system, and every data stream — detecting exceptions, surfacing insights, and acting the moment something needs attention.
Your operations never sleep. Neither does Agenticus.
More formally known as Marcus Agenticus, our software nods to the advanced philosophers and thought partners the world needs more of.
Role architecture
The same platform supports viewers, builders, and persistent agents.
Operational intelligence in everyone's hands
Viewers consume live workspaces, filter dashboards, and ask scoped questions from approved channels. They see only the data their access permits.
Builders who encode domain knowledge
Creators build components, procedures, workspaces, skills, design guides, and reminders. They turn operating know-how into reusable system behavior.
A persistent operational partner
Agenticus uses the procedures and context creators define to monitor goals, run pulses, coordinate follow-up, and surface signal without being prompted.
Governance is the product
Every app, procedure, and agent run inherits your controls.
AiOn Canvas is built around scoped data access, inspectable outputs, source-of-truth procedures, and reusable skills. The same policy layer that controls users also controls agents working on behalf of those users.
Scoped access
Users and agents see only the sites, customers, teams, data objects, and workspaces their policy allows.
Trusted procedures
Approved calculations become reusable smart procedures instead of fragile prompt-dependent answers.
Operational memory
Definitions, exceptions, site mappings, goals, and communication preferences persist across sessions.
Enterprise controls
SOC 2 Type II, data isolation, no model training on customer data, auditability, and optional on-premise deployment.
Deployment motion
Start with one painful workflow, then compound the context.
Connect and orient
Bring in the target data sources, operating documents, spreadsheet examples, call context, and the business definitions people already use.
Build the first workspace
Create the first app and procedure with operators and data owners in the loop, validating the logic against known outputs.
Govern and publish
Lock procedures, scope access, package the workspace, and establish the skills or memories that make the work reusable.
Delegate the rhythm
Schedule the pulse, set triggers, configure follow-up, and let the agent keep the workflow alive after the initial build.
Where AiOn fits
For companies with enough operational complexity to feel the drag.
Industry fit
Logistics and 3PL, food and beverage, CPG, industrial manufacturing, distribution, trucking and carrier networks, agriculture, produce, and specialty operations.
System fit
ERP, WMS, TMS, HRIS, financial systems, safety tools, large spreadsheets, shared folders, and operational files that need a common intelligence layer.
Buyer fit
VP Operations, supply chain leadership, CIO, CTO, data leaders, PMO, and operating teams with recurring reporting and workflow bottlenecks.
Early access
Bring one workflow that still lives in spreadsheets, email, and meetings.
We will show how Canvas can turn it into a governed app, a repeatable procedure, and an agent workflow your team can operate.
No spam. We will only reach out when it is time.