Mechanica OS
Your full team in your pocket.
Create AI agents. Put them in groups. Make them talk like humans. You approve the final action.
What we build
Systems for the work between your tools.
We connect messages, documents, orders, data, and approvals into software your team can run.
Illustrative · Human approval
CUSTOMER OPS
WhatsApp + email to follow-up
FINANCE
Billing + documents to exceptions
DELIVERY
Orders + schedules to action queue
MANAGEMENT
Live data to answers + reports
What changes
Agents prepare the work. People make the decisions.
Agents read, reconcile, chase, and prepare. People keep approvals, relationships, judgment, and exceptions.
Agents prepare recurring work. People approve decisions and exceptions. The company keeps the record.
How we work
How a project moves.
Choose the process. Map it. Build it. Take it over.
Choose one process
Pick the work
One recurring process.
Map it together
Trace the loop
Inputs, tools, approvals, output.
Working software
Watch it work
Review working software at checkpoints.
Handover
Take it over
Code, infrastructure, training, handover.
Pick the work
One recurring process.
Trace the loop
Inputs, tools, approvals, output.
Watch it work
Review working software at checkpoints.
Take it over
Code, infrastructure, training, handover.
How we start
One process. Four clear moves.
Bring us one recurring task. We make the work, approvals, and result visible before we build.
One recurring task
Show us where work slows down.
The repeated work
Reading, chasing, checking, and preparing.
Human decisions
Approvals and exceptions stay with people.
One working loop
Software, records, training, and ownership.
The first build covers one complete process.
Bring us one process
What you receive
What you own at the end.
Software, documentation, and operating knowledge built around the work.
Private agents
Inbox, document handling, follow up.
Working software
Payments, portals, dashboards.
Operator kit
Runbooks, training, measurement.
Full handover
Code, infrastructure, documentation.
Mechanica Labs
Products built inside the firm.
Launchrail and Nexor are live. Terraza is in development. Guardian Labs has opened its waitlist.
Launchrail
A Rails foundation for agents and humans to build, review, and deploy together.
View product ↗
Nexor
Agents that contact, qualify, and follow up with leads across the channels they use.
View product ↗
Terraza
A building model that turns a plain-language brief into coordinated drawings and budgets.
View product ↗
Guardian Labs
Guardião detects and blocks fraudulent calls and messages before they reach the user. It runs on the device and protects without requiring another decision.
View product ↗Everyday operation
From incoming work to a recorded decision.
Messages and records enter. Agents prepare the work. People decide. The tools retain the history.
01CaptureWhatsApp, email, CRM, billing, orders
02PrepareClassify, reconcile, draft, assemble
03ApprovePeople handle decisions and exceptions
04RecordTools update and retain the history
Questions
Common questions.
What do you actually build?
Private agents, internal tools, customer-facing products, integrations, and dashboards. We choose the parts needed for the process.
Does this replace our team?
It removes repetitive preparation, reconciliation, chasing, monitoring, and reporting. People keep decisions, relationships, approvals, and exceptions.
Do we need another platform?
Usually not. Mechanica works around the tools already running the company. We replace an underlying system only when it is the bottleneck.
How does an engagement start?
Choose one process and speak with the Mechanica team. Before building, we map its inputs, tools, approvals, exceptions, and output.
Who owns the finished system?
Your team. We hand over the code, infrastructure, documentation, training, and the knowledge needed to run it.
Start with one process
Show us where work gets stuck.
Bring one recurring process: leads, invoices, orders, reporting, or delivery. We will tell you whether it should become a system.
hello@mechanica.ai