People and agents, side by side

Side by side

People decide. Agents do.

A claim with attachments, a month-end close, a bid response. All of it has steps, waits, and a moment when someone has to put their name on it. That is where the process stops and the person confirms, asks for more, or rejects. It picks up at exactly that point: it doesn't start over, doesn't guess, doesn't go on without you.

And one rule changes everything: on the desktop and in the add-ins, the actor is the person. The agent lends brains, toolbox and judgement; permissions, spend and policy stay those of whoever is sitting at the computer.

It works both ways. An agent can also leave you an assignment —“I'm missing the department's signature”— and you see it in your inbox, with its date, like any task of yours.

14 playbooks in production, each with its human step measured on 2026-09-04

5.4 : 1 is the input-to-useful-output ratio across playbook missions measured on 2026-08-24

Does your case look like this?Tell us the process where someone has to put their name on it todayTell us your case

Side by side · one assignment The actor is the person

Person

Agent

Assignment The person assigns it

Agent's work Reads, cross-checks, drafts

Human intervention Confirm · Ask for more · Reject ConfirmAsk for moreReject

Handover Another specialist takes over

Deliverable With its full trail

Where judgement is needed, the process stops and waits for the person. It picks up exactly there: it doesn't start over, doesn't guess, doesn't go on without you.

Playbook · Claim with attachments In progress

Agent's work
Task An agent with a trade does its share of the work.
Step enabled
Decision The process branches on what it found.
Agent selected
Parallel Two agents work at once, each on its own.
Human intervention resolved
Human intervention A person confirms, asks for more, or rejects. The process waits. ConfirmRequest informationReject
Tool executed
Handover Another specialist takes over, and its share is charged under its name.
Mission completed
Close The deliverable goes out with its full trail. Signed deliverable

The ledger on the left is chained: every line carries the fingerprint of the previous one, so a later touch-up shows.

A coordinated team of agents, with the person at the critical points

Every agent has a role, a toolbox and a face. One reads case files, another squares the numbers, another writes on your brand template. Above them all is one that carries no tools: it plans and delegates. When a job needs four roles, it calls them in turn, announces each handover, and each one's share stays under its own name.

Look at a face and you'll see its sheet, the same one the operator sees in the Agent Center. Ten of the sixteen are free, for the roles your company defines.

434 skills available to build a toolbox from measured on 2026-09-04

57 agents in production, each with its role and its face measured on 2026-09-04

Power BI Analyst, from SIAC's cast of agents — **Power BI Analyst** Models and analysis in Power BI Queries the models open in Power BI Desktop with DAX and delivers reports with real data from the model. *ToolboxPower BI DesktopWorkshopFilesModel*automatic, picked per task *Backup*the next one in the catalog if the first doesn't answer

Excel Analyst, from SIAC's cast of agents — **Excel Analyst** Data, formulas and analysis Builds and analyses spreadsheets with live formulas, tables and validation before delivering. *ToolboxLocal OfficeFilesWorkshopModel*automatic, picked per task *Backup*the next one in the catalog if the first doesn't answer

Desktop Assistant, from SIAC's cast of agents — **Desktop Assistant** Files and apps on the device The day to day of the computer: finding, sorting, reading and producing files, and working with the open applications. *ToolboxFilesApplicationsClipboardLocal OfficeModel*automatic, picked per task *Backup*the next one in the catalog if the first doesn't answer

Web Researcher, from SIAC's cast of agents — **Web Researcher** Research on public pages Reads public web pages, extracts and compares information, and always cites the source. *ToolboxWebFilesWorkshopModel*automatic, picked per task *Backup*the next one in the catalog if the first doesn't answer

Word Writer, from SIAC's cast of agents — **Word Writer** Documents and professional writing Writes and edits Word documents with structure, native styles and tracked changes. *ToolboxLocal OfficeFilesWorkshopModel*automatic, picked per task *Backup*the next one in the catalog if the first doesn't answer

Systems Technician, from SIAC's cast of agents — **Systems Technician** Terminal, repositories and containers Technical work on the device: terminal, version control, containers and database queries, carefully. *ToolboxTechnical (pro)Model*automatic, picked per task *Backup*the next one in the catalog if the first doesn't answer

Lupa, from SIAC's cast of agents — **Lupa** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Circuito, from SIAC's cast of agents — **Circuito** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Brizna, from SIAC's cast of agents — **Brizna** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Brote, from SIAC's cast of agents — **Brote** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Radar, from SIAC's cast of agents — **Radar** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Neón, from SIAC's cast of agents — **Neón** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Disco, from SIAC's cast of agents — **Disco** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Gráfica, from SIAC's cast of agents — **Gráfica** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Diadema, from SIAC's cast of agents — **Diadema** Free face The role, the toolbox and the budget are defined by your organization in the Agent Center.

Strategist, from SIAC's cast of agents — **Strategist** Plans the work and hands it to specialists Knows your whole team of agents and decides who does what. Faced with a big request it builds the plan, says what each one will do and hands over in turns. *Model*automatic, picked per task *Backup*the next one in the catalog if the first doesn't answer

The case in 90 seconds

Watch it happen, screen by screen

On opening, three things it can actually do

The agent works and says what it's doing

Real product screens: desktop, phone and tablet.

What people ask before deciding

Can the agent do something without a person approving it?

Anything that leaves the device or touches data is approved in the moment, with what is about to happen said in words. A playbook stops where the human step was drawn and doesn't go on without the person.

Who is responsible for what an agent does on my computer?

The person sitting there. On the desktop and in the add-ins the actor is the person: their permissions, their spend, their policy.

Does one agent do everything?

No. Every agent has a trade and a toolbox; one with no tools plans and delegates, and every handover stays under the name of whoever did it.

What if the agent needs something from me?

It leaves you an assignment in your inbox, with its date, like any task of yours.

The other verticals

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