Software, data, and AI engineering

Systems that move money, data, and decisions.

brimtech designs and builds critical software, data, and AI systems: payment gateways, integrations and APIs, AI applications and agent workflows, customs-to-customs exchange, and digital trade corridor systems.

Operational system map Accountable flow
Systems of record
Payment providers
Customs
Logistics
Operational systems
Integration layer
APIs
Events
Data contracts
Workflows
Operational state
Reliable state Traceable Recoverable Reconciled
Every transition has an owner, evidence, and a recovery path.

Where we work

The hard part starts between systems.

A payment provider, customs administration, logistics platform, and internal operation can each work correctly while the end-to-end process still fails. We design the interfaces, state models, recovery paths, and operating tools that make the complete flow accountable.

01

Payment infrastructure

Payment gateways, provider and bank integrations, transaction state, reconciliation, failure recovery, and operational visibility.

Explore payments
02

AI systems

AI applications, retrieval-augmented generation, agent workflows, document intelligence, production evaluation, and reliability engineering.

Explore AI engineering
03

Digital trade and corridors

Customs-to-customs interoperability, Single Window integration, regulatory data mapping, corridor events, journey visibility, and implementation specifications.

Explore digital trade
04

Operational systems

Software, data platforms, APIs, workflows, and AI for operations where failures carry financial or organizational consequences.

Explore capabilities

Capabilities

Software, data, and AI built around one operation.

01 / Software

Software engineering

We design and build services, platforms, gateways, and internal systems around the way the operation actually works.

Distributed services, workflow systems, platform modernization, APIs, migrations, reliability, and operational tooling.

02 / Data

Data and interoperability

We make independently operated systems exchange information that can be understood, trusted, and reconciled.

Data contracts, canonical models, APIs, event systems, matching, audit trails, conformance testing, and recovery workflows.

03 / AI

AI engineering

We design and build AI applications, retrieval-augmented generation systems, and agent workflows around real operating requirements.

AI applications, RAG systems, document intelligence, agent workflows, tool integration, evaluations, observability, and production controls.

Explore AI engineering
In development

CorridorOS

One operational view of a trade journey.

CorridorOS is a journey-centered interoperability and operations layer for digital trade corridors. It connects authorized customs, border, logistics, tracking, and payment events without replacing the systems that own them.

01

Interoperability

Connect customs, Single Windows, border systems, and logistics platforms.

02

Control

Track journey state, missing evidence, delays, and assigned actions.

03

Pay

Link payment obligations, confirmations, reversals, and reconciliation to a journey.

04

Intelligence

Add ETA, congestion, document, and risk support when sufficient data exists.

How brimtech engages

From a defined problem to an operating system.

01 / Discover and design

Define the operation

Map the operation, interfaces, data ownership, failure modes, and implementation requirements.

02 / Build and integrate

Deliver the system

Deliver the services, gateways, adapters, data systems, and operating tools.

03 / Operate and improve

Own production behavior

Monitor production behavior, maintain integrations, manage change, and improve the system from real usage.

Focused assessment

A focused offer for production AI systems.

The Agent Production Audit is a two-week assessment for teams already running an AI agent or preparing to ship one. It establishes where the agent fails, what it costs to operate, and what should be fixed first.

View the Agent Production Audit

Notes on Systems

Writing on systems in production.

Field notes on software, data, AI, and operational reliability.

Read all notes
July 28, 2026

The Agent that doesn't need a rewrite

The agent that survives its first year in production is usually a thin layer over the system you already have. Your ten-year-old codebase is not the obstacle. It is the asset.

July 1, 2026

Why Agents Get Canceled

An agent is a production system that happens to be probabilistic, and it has to be operated like one - the surviving minority are not the teams with a better model, they are the ones operating better.

Start a conversation

Tell us what the system has to do.

Describe the operation, the systems involved, and what is failing or changing. A senior engineer will review it and reply within two business days.