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Kodex

Technology solutions

Orchestrated automations

We connect processes, systems, and AI agents into a single governed flow. Leadership sees fewer errors and more margin; engineering sees events, queues, MCP, and auditable logs.

From loose tasks to a process that does not break

Zapier and scripts help at the tactical level. At corporate scale you need orchestration: one source of truth across ERP, CRM, and agents — with SOP rules and traceability.

  1. 01

    We map

    Processes that are expensive in hours and fragile in errors — in business and systems language.

  2. 02

    We orchestrate

    Events, queues, and contracts between apps: AI acts where it adds value, with human control where needed.

  3. 03

    We govern

    Logs, retries, and ISO policies: what runs in production is defensible under audit.

Fragile automation

  • Isolated triggers no one documents
  • Silent errors in invoices or stock
  • AI without permissions or action logs
  • Dependence on the person “who knows Make”
  • End-to-end flow with owner and SOP
  • Visible failures, retries, and alerts
  • Agents with MCP + human-in-the-loop
  • Scalable operations without raising fixed headcount

Choose your orchestration level

Three depths. Start where it hurts today and grow without rebuilding the foundation when volume or AI demand it.

  1. 01
    Tactical Point flows
  2. 02
    Operational ERP ↔ CRM
  3. 03
    Industrial Events · MCP
  4. 04
    AI-ready Governed agents
  1. Tactical process automation

    01

    Tactical flows

    Win hours now — with minimal governance

    Ideal for teams living on Make/Zapier today that need reliability without a platform project.

    • Priority process map
    • Documented flows (SOP)
    • Basic alerts and retries
    • Handoff to operations

    Ideal para · Ops and middle-office that want results in weeks.

    Resultado · Less manual work on 1–3 critical processes.

  2. Orchestration across data systems

    02

    Operational orchestration

    One truth across business systems

    Sync and workflows across ERP, CRM, billing, and field tools — with owner, metrics, and runbooks.

    • ERP/CRM integrations
    • Queues and data contracts
    • Cycle time / error dashboards
    • Change governance

    Ideal para · Operations and IT leadership that need scale.

    Resultado · Fewer silos, less rework, more predictability.

  3. Orchestration platform with AI

    03

    Recomendado

    Platform + AI agents

    Events, MCP, and decisions under control

    Industrial layer: event-driven architecture, agents with MCP tools, and human-in-the-loop policies on high-risk actions.

    • Everything in operational orchestration
    • Event engine + audit
    • MCP agents with permissions
    • HITL on critical decisions

    Ideal para · Organizations that want executable AI, not demos.

    Resultado · Automation defensible before ISO, legal, and the board.

You can start tactical and move up to platform: contract and SOP design avoids rebuilding integrations.

Orchestration that reads in two languages

Same architecture, two readings: business outcome above; technical detail below. That is how we align the board and the systems team.

Events
MCP
SOP
HITL

Each layer speaks to business and engineering — without diluting either.

  • Fewer hours on repetitive tasks

    Workers, queues, and scheduled jobs replace manual steps

  • Fewer costly errors in invoices or stock

    Validations, idempotency, and dead-letter queues

  • AI that executes with permission

    MCP agents + human-in-the-loop policies

  • Auditable for ISO / leadership

    Immutable logs, event correlation, runbooks

From stimulus to action: every node has a business owner and a technical contract.

  1. 01 Signal Order · invoice · ticket
  2. 02 Orchestrator SOP rules · routes
  3. 03 Systems ERP · CRM · docs
  4. 04 Agent / human MCP · HITL
  5. 05 Outcome Done · logged
Flujo de orquestación: señal, orquestador, sistemas, cola, agente MCP y resultado trigger Señal webhook · cron router Orquestador sop · routes systems Sistemas erp · crm · api output Hecho log · kpi queue Cola / DLQ retry · backoff agent Agente MCP tools · hitl canvas · event-driven satoshi · roboto mono
Estilo workflow: Satoshi para el nombre del nodo · Roboto Mono para el contrato técnico.

Illustration: how effort redistributes when the process no longer depends on “someone who clicks.”

  • Work intake 100%
  • Manual steps today ~55%
  • After orchestration ~18%
  • Exceptions (HITL) ~8%
  • Undetected errors ~1%
Operations connected by data orchestration
The value is not “more bots”: it is less friction and more control.
Automated document processing

01

Intelligent document management

Business: invoices and contracts classified without an endless queue. Technical: extraction, validation, and links to auditable sources.

Synchronization across systems

02

Critical data sync

Business: one truth for customer and stock. Technical: ERP↔CRM sync with contracts, retries, and reconciliation.

Operational agents in industrial processes

03

Operational agents

Business: orders, maintenance, and checks without micromanagement. Technical: agents with MCP tools and risk policies.

Why orchestration protects margin and sleep

A failed trigger is not a notice: at scale it is burned operating capital. Orchestrating reduces human variability where it does not add value.

Hours freed, errors avoided

Less cycle time on critical processes and less rework — visible impact on EBITDA and team capacity.

Events, contracts, and observability

Event-driven architecture with MCP so AI interacts with ERP/CRM in context — with logs and policies.

+32%

illustrative capacity recovered vs manual processes + loose triggers

Ops DS
Hours in rework −48%

↓ 48 % vs manual process

Controlled throughput +32 pts

↑ 32 pts vs manual process

Illustrative example: reliability rises when moving from manual clicks to orchestration with retries, alerts, and SOPs.

Impact on the work cycle

Each lever shortens the time from “work arrived” to “done and logged” — in days for leadership, in SLAs for engineering.

  1. 01 −70% clicks

    Less human intervention

    Routine steps stop depending on inboxes and loose spreadsheets.

  2. 02 1 state

    One source of truth

    ERP, CRM, and documents share the same case state.

  3. 03 HITL

    Exceptions with an owner

    What the machine cannot decide goes through HITL with full context.

  4. 04 Live

    Real-time visibility

    Cycle time, error rate, and live queues to decide with data.

9d → 2.5d

illustrative time for an orchestrated back-office process

  • Intake → system 2d → 0.3d

    Antes

    Con Kodex

  • Validation / data 3d → 0.7d

    Antes

    Con Kodex

  • Action in ERP/CRM 2.5d → 0.5d

    Antes

    Con Kodex

  • Close and audit 1.5d → 1d

    Antes

    Con Kodex

Illustrative values. In project we measure your baseline (hours, errors, SLAs) and the post-orchestration delta.

Methodology: from task to hardened process

Same Kodex sequence — from the pain map to the flow in production — with clear deliverables for business and engineering.

  1. 1–2 wk

    Process consulting

    Where money and time go

    We map high-cost, low-value manual processes — with owners, exceptions, and systems touched.

    • As-is / to-be map
    • ROI priority
    • Tactical / operational / AI scope
  2. 2–3 wk

    API and data audit

    Do not orchestrate garbage

    We assess API hygiene, permissions, and data quality before automating decisions.

    • Technical gap
    • Sync risks
    • Integration contracts
  3. By scope

    Orchestrated implementation

    Visible errors, immutable logs

    Flow engine, error control, retries, and audit — with SOPs and runbooks for operations.

    • Flows in prod
    • Alerts / DLQ
    • SOP documentation
  4. Ongoing

    Maintenance and evolution

    When SaaS changes, the flow holds

    We adjust integrations and agent policies when external systems change, without stopping the business.

    • Monitoring
    • Throughput improvements
    • Agent roadmap

Ver metodología completa →

Governance, security, and compliance

Automation is an extension of your security policy — not an ownerless Make. Three folders, one Kodex standard.

  • Human-in-the-loop

    High-risk actions go through human validation or strict rules — AI does not “improvise” in the cash box.

    Controlled risk

  • Compliance

    ISO 27001 and GDPR

    Processes and logs aligned with information security and personal data handling.

    Auditable

  • Operations

    Observability

    Event correlation, alerts, and runbooks so Ops knows what failed and how to recover.

    SRE · runbooks

FAQ — leadership and engineering

Does it replace Zapier or Make?

Not necessarily. We can act as a governance layer over your tactical stack — or migrate critical flows to industrial orchestration when volume or risk demand it.

How do we measure success?

In business: cycle time, error rate, and hours freed. In technical: queue SLAs, retries, log coverage, and failure MTTR.

Is it safe to delegate decisions to AI?

Yes, by design: MCP permissions, human-in-the-loop on high risk, and a record of every action. Without that, we do not automate sensitive decisions.

What stack do you use?

It depends on the system map: queues/events, API integrations, orchestrators, and MCP agents. We choose tools by contract and operability, not by fashion.

What is your execution volume?

Option A · Infrastructure (DFY)

For critical processes, multiple data sources, and error-free execution with expert support.

Book orchestration consulting

Turn fragile processes into infrastructure

Kodex orchestration: clear outcomes for the board, clear contracts for engineering — and agents only where they add value under governance.

Tell us your goal

A short triage to qualify your request. In a few minutes we reach the right scope.

1

How would you like to collaborate with Kodex?

We open the right path — no unnecessary questions.

How would you like to collaborate with Kodex?

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