OPSFABRICA / SYSTEMS ENGINEERING

MAKE THE
SYSTEM WORK.

We connect the systems a business already runs, engineer practical AI where it helps, and automate the work between them.

SEE WHAT WE DO ↗START WITH A PROBLEM ↗
OPSFABRICA metallic logo
AI SYSTEMSAGENTS · RAG · DATA · BACKEND
INTEGRATIONERP · FINANCE · CRM · APIS
AUTOMATIONWORKFLOWS · CONTROLS · OUTPUT
01 / WHAT WE DO

ENGINEER THE LAYER
BETWEEN SOFTWARE
AND BUSINESS.

01 / SERVICE
OPS / 01

AI SYSTEMS ENGINEERING

Production-minded AI systems, agents, RAG and decision workflows designed around a real operating process.

EXPLORE ↗
02 / SERVICE
OPS / 02

SOFTWARE INTEGRATION

Connect ERP, accounting, CRM, databases, APIs and spreadsheets so information moves without manual re-entry.

EXPLORE ↗
03 / SERVICE
OPS / 03

WORKFLOW AUTOMATION

Remove repetitive handoffs, reconciliation and routine operational work while keeping control and human judgement.

EXPLORE ↗
02 / WHERE WE WORK

ONE DISCIPLINE.
DIFFERENT OPERATING
CONTEXTS.

01

MANUFACTURING

Production · procurement · quality

Connect operational data and business systems so owners and teams can see exceptions earlier and act faster.

02

DISTRIBUTION & LOGISTICS

Orders · inventory · delivery

Reduce manual coordination between sales, inventory, purchasing, finance and dispatch.

03

PROFESSIONAL & SERVICE BUSINESSES

CRM · finance · internal workflows

Connect the tools already in use and automate repetitive work without replacing everything.

04

EU / US TEAMS

AI systems · backend · integration

Engineering capacity for teams that need practical AI systems and reliable integration work.

03 / APPROACH

KEEP WHAT WORKS.
CONNECT WHAT DOESN'T.

01 / UNDERSTAND

Start with the process, systems, data and decision points already in the business.

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02 / MAP

Find the handoffs, duplication, bottlenecks and control gaps worth changing.

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03 / ENGINEER

Integrate and automate with the smallest reliable system that solves the actual problem.

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04 / MEASURE

Track time, cost, quality, throughput or decision quality — not activity for its own sake.

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04 / REPRESENTATIVE SYSTEMS

BUSINESS PROBLEMS.
ENGINEERED SYSTEMS.

01 / OPERATIONS
SYSTEM / MARGIN

Continuous Margin Control

Operational signals, cost inputs and exception workflows brought together so leakage can be investigated earlier.

SYSTEM BLUEPRINT · NOT A CLIENT CLAIM
02 / INTEGRATION
SYSTEM / INTEGRATION

Connected Business Stack

ERP, accounting, CRM and operational tools connected so information moves once and reaches the right workflow.

REPRESENTATIVE ARCHITECTURE
03 / AI SYSTEMS
SYSTEM / AI

Operational AI Workflow

Models and LLM capabilities placed behind controlled inputs, evaluation and human decision gates.

REPRESENTATIVE ARCHITECTURE
Client outcomes will only be published with permission and attributable evidence. No invented testimonials, logos, metrics or case-study claims.
05 / START WITH THE PROBLEM

WHAT IS TAKING TOO MUCH TIME,
COSTING TOO MUCH MONEY,
OR PRODUCING TOO LITTLE VALUE?

Bring the process, software or bottleneck. We start from the system.

START A CONVERSATION ↗