Automation & AI Engineering

Turn repetitive work
into software.

We build custom automation, AI-powered internal tools and specialized software for businesses whose workflows do not fit off-the-shelf products.

Discuss a project →See our work

Browser automation

AI document processing

Internal tools

Web & desktop software

API integrations

01 / SOLUTIONS

Built around the work your team actually does.

We start with the workflow, not the technology. The result can be a browser automation system, an AI document pipeline, an internal dashboard or a full custom application.

Business Automation

Replace repetitive web operations, spreadsheet handoffs and fragile manual processes with resilient automation that can retry, resume and keep state.

Browser workflowsBatch jobsRetry & resume

AI Document & Data Processing

Extract, classify, compare and validate information from PDFs, images and business documents, then push clean data into Excel, APIs or your internal system.

OCR / AI extractionValidationExcel export

Custom Internal Software

Purpose-built web and desktop tools for operations teams: dashboards, backoffice systems, data review interfaces, licensing and workflow management.

Web appsDesktop appsBackoffice

AI & System Integration

Connect models, APIs, queues, databases and existing tools into one reliable workflow instead of adding another disconnected AI experiment.

AI workflowsAPIsSystem integration

02 / SELECTED WORK

Real systems built from messy workflows.

Selected work is intentionally anonymized. We show the engineering problem and solution without exposing customer-sensitive data.

DOCUMENT OPERATIONS / DESKTOP SOFTWARE

Invoice & inspection document automation

A workflow that previously required manual document reading and spreadsheet comparison was converted into a tool that extracts fields from PDFs/images, compares inspection certificates and exports structured data for review.

PDF / image ingestionField extractionComparison workflowExcel export

PDF / Image

→

Extract + Validate

→

Compare + Export

Document typeInspection

Fields foundStructured

Review stateReady

BROWSER AUTOMATION / HIGH-VOLUME WORKFLOWS

Resilient browser workflow platform

Built for repetitive multi-account web operations with Excel ingestion, isolated browser profiles, durable state, targeted retries, resumable jobs and structured outputs instead of one-off scripts.

Persistent stateProfile isolationRetry only failuresBatch processing

Excel Input

→

Worker Queue

→

Structured Result

Job stateDurable

FailuresRetryable

SessionsIsolated

PAYMENT OPERATIONS / BACKEND & BACKOFFICE

Transaction-oriented payment operations platform

Designed around transaction correctness, idempotency, reconciliation and operational visibility, with a ledger-oriented backend, workers and a backoffice for transaction review and merchant operations.

Ledger semanticsReconciliationIdempotencyBackoffice

Bank Events

→

Transaction Core

→

Ops Dashboard

Side effectsIdempotent

Uncertain stateReconciled

LedgerAuditable

03 / PROCESS

From manual process to working software.

A clear path from the current workflow to something your team can actually operate and maintain.

Understand

Map the real workflow, inputs, edge cases and failure points.

Prototype

Prove the hard part early before expanding the full scope.

Build

Implement the production workflow with state, errors and operations in mind.

Integrate

Connect APIs, files, websites, databases and existing systems.

Deploy

Package for web, server, Windows, macOS or your operating environment.

Improve

Refine the tool from real usage instead of freezing after delivery.

PROJECT BRIEF

What are you still doing manually?

Describe the repetitive work, the systems involved and the outcome you need. We will use that to understand whether automation or custom software is the right fit.

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