good evening · recife → global · agents in operation

Your pilot impressed.
Now it needs to operate.

We design and operate AI systems for people who have seen enough demos. Every delivery arrives with the number that backs it and the test that fails it.

Tell us the problemSee the productsrecife and são paulo · working globally · reply within one business day
built with
Claude · AnthropicGoogle CloudFirebasePythonTypeScript · Next.jsRedisNeo4jQdrantDockerEdge TPU · CoralClaude · AnthropicGoogle CloudFirebasePythonTypeScript · Next.jsRedisNeo4jQdrantDockerEdge TPU · Coral

Evidence

Numbers that came from measurement, not from a deck.

measured in production · 2026
43mil+

cattle weighings recorded in the field, on LisFarm.

lisfarm · agtech
−99%

fewer database reads per sync, with local cache and delta sync.

cloud bill
226

agents orchestrated 24/7 on Synapsis — counted in the roster, not estimated.

synapsis
98/100

Lighthouse performance, across 22 screens of a live app.

measured quality

from demo to daily work

Four fronts. Each one came from something we have watched go wrong.

pilot into use

Put the pilot to work

You take the pilot out of the demo and into the workflow, with an owner, limits and a defined output.

proven outputs

Approve outputs with evidence

You approve every output against verifiable criteria, not because it looks right.

visible costs

Grow without cloud surprises

You see the cost of each use before success turns into a billing surprise.

in-house control

Keep control after handoff

You stay in control after delivery instead of leaving history and procedures in the vendor’s head.

Our own platform

The agent factory we use before we sell it.

Everything that leaves here is born on the platform we built for ourselves: agents orchestrated, supervised and verified. The count says what exists — it does not measure usage or impact.

  • Orchestration of 226 agents, with supervisors and heartbeats
  • Executable verification: a result only counts after it is proven
  • End-to-end telemetry — cost, latency and quality measured
  • Resilient activation, with resource limits and announced degradation

Products

What we built to last — and how far along each one is.

maturity declared, not adjectives
swarm platform

Synapsis

The agent factory behind everything we deliver. We are customer zero.

226 orchestrated agents, with supervisors and executable verification.

live internallypython · firestore · qdrant · neo4j
module published on the RailCall marketplace

Ad Spend Airlock

The agent runs campaigns, keywords and bids on Google Ads. Every write that touches money stops at the airlock and waits for a person.

22 reads and 18 approved writes, signed. One of four modules as marcofgv — the Freelancer.com one has 60 commands.

published and signedgoogle ads api v25 · freelancer api · ed25519railcall.ai · marcofgv →
forensic workbench

Evitrace

Evidence already acquired through lawful means becomes an auditable graph, traceable to the source byte.

7 custody invariants, each with a sabotaged input that fails.

on benchrust · react
vulnerability intelligence

Balamob

Answers the only question that matters to those defending AI systems: what do I fix first?

Fusion signal: CVSS 40% + EPSS 40% + KEV 20%. Awaiting a dedicated project.

ready, unpublishedcve · epss · kev · atlas
bounded-scope support

Inbox Autopilot

Answers only from the customer's documents, in the customer's cloud, with the source code included.

Fail-closed: what is not in the documents is not answered.

delivery templatewhatsapp cloud api · llm

Live

Systems already running, each with one number that matters.

43 milweighings in production

LisFarm

Livestock management, weighing and finance platform. Corral mode works one-handed, in sunlight, with an animal in front of you.

lisfarm.com →
27Brazilian states (UFs) in calendar

Do Jeito da Profe

Teaching kits aligned with the Brazilian national curriculum (BNCC) for every date in the school calendar, with an interactive map and calculated movable dates — never typed.

dojeitodaprofe.com.br →
100%of outputs in the trail

Legal automation

AI-assisted queries with a fail-closed Brazilian data protection law (LGPD) compliance trail: anything that fails the privacy filter does not leave.

contracted delivery

Real world

Our systems run where the work happens.

from the cattle pen to the counter to the classroom
A herd on pasture, seen from above
livestockdata begins where the cattle areLisFarm
An open laptop showing code, on a desk
engineeringcode someone will maintain later
Team working around a table
operationsplatforms are operated by peopleSynapsis
Open forensic collection case on the floor, with tubes and gloved hands
forensicsevidence traceable to its originEvitrace
Close-up of a rack server with green status lights
securitywhat to fix firstBalamob
Smiling person behind a service counter with a payment terminal
supportanswers that do not inventInbox Autopilot
Children around a classroom table with activity materials
classroomthe date the school observesDo Jeito da Profe
A statue of Justice holding scales and a sword, against the sky
legalthe trail that survives an auditAutomação jurídica

Method

Four phases, and a gate that rejects in each one.

time to value: weeks, not quarters
PHASE 01

A problem worth pursuing

1–2 weeks

You leave with a measurable decision. Without clear value and a success criterion, the project stops here.

PHASE 02

Evidence that holds up

2–4 weeks

You leave with a result tested on your own data. Evidence that does not repeat does not pass.

PHASE 03

A system cleared for production

fortnightly sprints

You finish with integrations, controls and named owners. A system without observability does not ship.

PHASE 04

Daily work under control

continuous

You get an operation tracked by cost, quality and incidents. A standard that slips halts the next cycle.

Concerns

What this page raises, answered before the email.

our assumptions, not customer research

How much does it cost?

We do not publish prices because we do not sell off-the-shelf scopes: the same problem costs differently depending on the data already available and how much needs to go into production. The first conversation is free and ends with a written price range and success criterion — if it does not make sense, the project stops there.

Do you disappear after delivery?

The code, procedures, and decision history stay with you, in your cloud. We write them so your team can take over; if you want us to keep operating them, that is a separate contract, not dependency created on purpose.

Why not do this with our own team?

Often, that is the right choice, and we say so. What is usually missing is not someone who can code: it is someone who has seen an agent fail in production and knows where to put the gate. If your team has that, you do not need us to start — at most, you need a review.

What if the model you use changes its price or behavior?

Usage cost is measured from day one and becomes visible before it turns into a surprise on the bill. And output goes through executable verification, not opinion: when the model changes, the test that rejects keeps rejecting — that is how switching becomes a decision instead of an incident.

How do I know the AI's answer is right?

You do not trust the answer: you trust the test it passed. Each output is approved against a verifiable criterion, and anything that fails does not go out. Where machine verification is not possible, the change stops and waits for a person — that is what we do in Ad Spend Airlock with anything that affects money.

Didn't find your question? Talk to us →

About

Trends pass. Vectors have direction, sense and magnitude — that is how we treat technology: pointed at your business result.

We are a Brazilian AI and engineering company based in Recife and São Paulo, working globally. Our teams are small and senior, with one standard for every result: if it cannot be measured and sustained in real use, it does not count.

BaseRecife · Brazil
Reachglobal · remote
Modellean senior teams
First callno cost

Contact

Bring us the problem that has not yet become routine.

Tell us the case. We come back with an honest read of what AI solves — and what it does not — in your context.

contato@vectortrends.com.brno form and no published price
www.vectortrends.com.brrecife · pernambuco · brazilreply within 1 business day