Operational AI
Your people do the work. Marketday runs everything around it.
People talk, text, take photos, send results and make decisions. Marketday turns that activity into live operational state, handles the work that doesn’t require judgment, and brings in the right person when it does.
Autonomous coordination for real-world operations.
Marketday autonomously handles the non-judgment work between human decisions.
The work keeps moving without someone manually driving every step.
See the workflow for
The story plays on its own — or tap a state to jump straight to it.
What people do
“North crew, block 4 — sanitation check done. Soap and water refilled.”
What Marketday does
Sanitation verification — Block 4
Building itself from field activity
- Crew & location
- North crew · Block 4
- Activity
- Sanitation check completed
- Water test reading
- Not yet captured
- Lab result
- Waiting on outside lab
- Reviewer decision
A field event arrives as a voice note.
The difference
Most software waits for people to operate it. Marketday doesn’t.
Traditional systems work when someone enters the record, changes the status, checks the queue, sends the follow-up or remembers what happens next.
Marketday responds to the work itself. As activity arrives through text, voice, photos, email and connected systems, Marketday updates the operational state and performs the next permitted action.
Traditional software
- 1Work happens
- 2Person opens software
- 3Person updates status
- 4System sends alert
- 5Another person checks
- 6Another person follows up
Six steps. Five of them are people pushing the system forward.
Marketday
- 1Work happens
- 2Marketday understands the change
- 3The record updates
- 4The next permitted action happens
- 5A human enters only where judgment is needed
Without someone manually driving the workflow.
Traditional software tells someone what needs to happen next.
Marketday does what can happen next.
When the next step requires judgment, it goes to a person. When it doesn’t, Marketday keeps going.
How Marketday works
Nothing waits for someone to push it forward.
Marketday continuously reacts to what actually happens: a worker speaks, a result arrives, information is missing, someone makes a decision. It updates the work and performs the next permitted action without requiring someone to administer the process.
Marketday autonomously handles the work between human decisions. It keeps operating until the next step requires expertise, judgment or approval. That decision goes to the right person. Once they decide, Marketday continues.
Observe
Real-world activity enters naturally through text, voice, photos, email and connected systems.
Understand
Marketday determines what changed, what work it belongs to, and how the live record should update.
Act
Marketday performs the non-judgment work itself: requesting missing information, following dependencies, matching incoming results, updating state and resuming the next step.
Marketday does not simply flag these conditions for someone else to handle.
Decide
When a professional, regulatory, safety or factual decision is required, Marketday brings in the appropriate person with the context needed to decide. After the decision, Marketday continues.
No new field workflow
The field does not need another app to operate.
Workers do their jobs using the tools already in their hands.
- Text it
- Say it
- Photograph it
- Forward it
The message is not the end of the interaction. Marketday uses that activity to update the live operation, determine what still needs to happen and carry out the next permitted work automatically.
A voice note can update the record, reveal a missing configured detail, trigger one targeted question and advance the work — without the worker opening another system.
See it for
Marketday
Observed standing water at north drain. Cleared and flushed line.
7:42 AM
7:43 AM
7:44 AM
Marketday
Recorded. One item not yet captured: disinfectant concentration after flush.
200 ppm, test strip photo sent.
7:51 AM
Marketday
Record updated. Nothing else outstanding on this work.
View updated recordOperational memory that acts
Marketday doesn’t just remember what’s still open. It acts on it.
Most systems can show you that something is waiting. Marketday keeps ownership of the work. It follows up, recognizes when the missing input arrives, connects it to the right record, resumes the workflow, carries unresolved context into future work, and brings in a person only when a decision actually requires one.
See it for
The story plays on its own — click any stage to jump straight to it.
Human decidesMarketday continues
Other software tells your team what is still open.
Marketday keeps working on it.
The system does the remembering, following, matching and restarting. A person steps in only when their judgment is required.
Human judgment
Marketday handles everything around the decision. Your people make the decision.
Marketday gets the information there, keeps the context together, follows what is outstanding and prepares the work for the person whose expertise is actually required. That person decides. Then Marketday continues.
Marketday can identify that information is missing. A person decides whether the work is correct.
Marketday can surface and follow an unresolved item. A qualified person decides when it is closed.
Marketday can prepare the complete context. The reviewer makes the professional decision.
Use people for judgment. Let Marketday handle the work between decisions.
Needs your decision
Dana Okafor
Reviewer
- Record is complete and source-linked
- Dependency resolved — result received
- Open item history carried forward
Marketday stops at the gate. Work resumes after the decision.
Work with what you already have
Your systems can stay. Marketday becomes where the work runs.
Your existing software may already store projects, reports, records, billing, approvals or compliance history. Marketday is not replacing those systems. Marketday runs the operational work around them — understanding what happened, keeping the live record current, following what is still outstanding, taking the next permitted action and bringing in a person when judgment is required.
How work reaches Marketday
- Text
- Voice
- Photos
- Incoming results
- Documents
- Existing system events
Marketday
The work runs here
- Work happens
- Marketday understands what changed
- The live record updates
- Something required is missing
- Marketday asks for it
- A dependency is waiting
- Marketday holds and follows it
- The expected result arrives
- Marketday matches it to the right work
- The next permitted step resumes
- Human judgment is required
- Marketday routes the decision
- Human decides
- Marketday continues
Systems that remain authoritative
- ERP
- QMS
- LIMS
- Inspection system
- Compliance system
- System of record
Marketday can receive context from these systems and return confirmed information through controlled handoff or integration where supported.
Your existing software stores the business.
Marketday runs the work happening around it.
Built for physical operations
Where real-world work has to become a trusted record.
A field inspection
Work is observed → evidence captured → missing input obtained → reviewer decides → record closed
A safety / quality verification
Activity occurs → issue remains open → corrective evidence arrives → authorized person reviews → record updated
A sampling / operational procedure
Sample or task occurs → outside result is awaited → result arrives → Marketday associates it → human decision → existing system updated
Different work. The same operating problem.
The cost software didn’t remove
You bought software to run the operation. Your people are still running the software.
Your systems may have replaced paper, standardized records and made information easier to find. But look at what still happens between one meaningful decision and the next.
Traditional software
Human decision
someone notices something is missing
someone contacts the right person
someone waits
someone checks again
a response arrives
someone figures out where it belongs
someone updates the record
someone changes the status
someone restarts the next step
Human decision
Nine transitions pushed by people between two decisions.
Marketday
Human decision
Marketday
- follows
- waits
- matches
- updates
- resumes
Human decision
The same two decisions. Nothing between them is pushed by a person.
That middle is the product.
You already pay people for their judgment. Stop paying them to push the workflow between decisions.
Recover expensive human attention.
Inspectors, engineers, food-safety leaders, PMs, dispatchers and operations teams should spend their time on work that actually requires them — not checking inboxes, chasing routine inputs, moving information and restarting workflows.
Break the link between more work and more coordination.
More field activity usually creates more records, more follow-up, more handoffs and more things someone has to remember. Marketday performs more of that work itself instead of pushing the additional operating load onto people.
Stop relying on someone to remember.
Important work should not stay alive only because one person remembers to check it. Marketday keeps ownership of unfinished work, acts on what it can and puts it back in front of a person when judgment is required.
Work should not sit still just because no one noticed it was ready to move.
When an expected result arrives, Marketday can match it, update the work and continue the permitted next step without waiting for someone to discover it later. The value is not only labor savings — it is removing avoidable waiting between real events.
What would your operation look like if people only had to do the parts that require people?
Walk us through one real workflow. We’ll show you where people are still doing work that Marketday can handle for them.