Portal Multas
Fleet complianceAI runs an entire corporate fleet-fine operation. 24/7 assistant, appeal drafting, document automation, government APIs, billing.
Melchior AI
We build AIs that earn their keep.
We help your company integrate with AIs.
8,000+
downloads of our open tools
75+
AI tools published
Connected
We integrate AI into your business.
We create the multi-agent AI systems, while your team focus on doing business. Communicate with your AI team via WhatsApp, Telegram, emails, or chats.
NF-8842.pdfInvoice from the supplier, can you take it?
What the team did in your systems
- Waiting for the first message
Illustration of a typical flow. Your own runs on your data, your systems and your wording.
Where we plug in
- Messaging
- ERP
- CRM and marketing
- Databases
- Cloud and files
- Finance
- Productivity
- Custom and legacy
Every area of your company, wired in and running at once.
Yours, not rented
A whole workforce, and it is yours.
Not one assistant. A team of agents that work at the same time, share one memory of your company, carry tools with permission, follow procedures you wrote, and each hold an inbox of their own.
The team01 / 07
Work coming inAgents, passing work to each otherDone
On duty right now
Invoice readerOrder matcherApproval chaserQuote writerCarrier watcherCustomer replierContract readerHR deskMonth closerAudit checkerand as many more as the queue needs
Illustration of a real setup. Yours is filled with your facts, your entities and your rules.
Shipped
Some of our Work.
yfinance-ai
Open source5.3K on ClawHub, 1.3K on OpenWebUI
56+ financial data tools for any AI assistant. MIT licensed.
sec-ai
Open source1K on ClawHub, 532 on OpenWebUI
19+ SEC filing tools, in plain language.
Samurai Terminal
Multi-agent researchAgents research a company and write the report. Every claim traced to its source.
Financial AI
AnalysisConversational analysis over live market data.
What we build
Put a team of agents on it.
These are the jobs companies hand over first. Each one ships as an agent working inside the systems you already run.
Social media agent
Plans the calendar, writes the posts, publishes on time and answers what comes back.
InstagramLinkedInMeta
Campaign agent
Builds the list, writes the sequence, scores the replies and keeps following up.
HubSpotRD StationMailchimp
Sales agent
Qualifies every inbound lead, books the meeting and leaves the CRM already filled in.
SalesforcePipedriveCalendars
Support agent
First line, day and night. Hands over what it should, with the whole history attached.
WhatsAppZendeskChatwoot
Finance agent
Matches what was billed against what was paid, closes the month and flags the line that does not fit.
StripeBanking APIsQuickBooks
Legal agent
Reads every contract, flags the clause that changed and tracks renewal dates before they slip.
DocuSignSharePointRenewal calendar
Document agent
Invoices, contracts, forms. Read, checked field by field, routed and filed.
NFe and SEFAZSharePointDrive
People agent
Screens applicants, runs onboarding and answers the team from your own handbook.
Microsoft 365NotionSlack
Research agent
Watches competitors, prices and rules, and writes the brief with the source under every line.
Government APIsWebConfluence
Data agent
Ask in plain words. It writes the query, runs it where your data lives and draws the chart.
PostgresBigQuerySheets
Operations agent
Moves work between the systems you already pay for, on schedule, and retries what fails.
SAPOdooWebhooks
Logistics agent
Tracks the order from warehouse to doorstep, and tells the customer before they have to ask.
Carrier APIsWarehouse systemERP
Engineering agent
Reads the codebase, ships the small change and reviews the pull request before a person does.
GitHubJiraDocker
IT agent
Provisions access for the new hire, closes the ticket and revokes it the day someone leaves.
Active DirectoryOktaTicketing system
Reviewer agent
Checks the other agents against your rules. Signs off what passes, sends back what does not.
Audit logTeamsE-mail
Your job is not on the board? That is the interesting one. We build the agent, and the software around it, for what your company actually does.
Why ours holds up
Every answer shows its work.
Every claim carries the agents and the sources behind it.
Traceable output
Every claim links to its source.
Measured, not asserted
Improvement is a number, not an opinion.
Full observability
Dashboards, cost ceilings and alerts from day one.
Trace
Revenue is up 12% year on year
Drawn from Annual filing · Call transcript · Market feed
Drag to turn it. Touch a node to follow where the answer came from.
How we work
One workflow.
We take one workflow from first call to production, and you have something usable in your hands at the end of every increment.
01
Find the value
We put a number on the workflow you want back.
02
Build it
Short increments, something usable at the end of each.
03
Ship it
Into your environment, monitored, your team trained.
04
Constant improvement
We keep tuning it against the numbers.
What it is worth
Put a number on it.
Move the three sliders to match your team. The arithmetic is on screen, and every input is yours.
Recovered per year
$93,600
$7,800per month
2,080 hhours back per year
How this is worked out80 × 52 × 50% × $45 = $93,600
This workflow costs you today: $187,200
Your inputs, our arithmetic. This is the cost of the work you described and the share of it you chose to hand over, not a quote and not a promise.
Price my workflowHow much value can we generate?
Tell us the workflow you would hand over first. We will show you what an agent does with it, and what that is worth.
Book a call