AGENTIC AI IN YOUR CORE BUSINESS

Most companies experiment with AI. The best run on it.

We turn high-value workflows into an agentic operating layer your team can own. First system live in 4 to 6 weeks, then improved through an ongoing partnership tied to business results.

Map out your AI strategy in 30 minutes What we offer

88%regularly use AI in at least one function.

<10%report scaling AI agents in any individual function.

Source: McKinsey 2025 AI Survey

AI use is everywhere. Scaled business impact is still rare.

Most companies have tried tools, prompts, pilots, or automations. The problem is getting them into the work that actually affects revenue, cost, speed, and margin.

The demo is easy. The hard part is the messy middle: scattered tools, rented memory, real data, real users, permissions, handoffs, edge cases, and a team that has to trust the system on Monday morning.

We build for that part.

Agentic operating systems for the work that keeps repeating.

Agentic AI means the system can work across steps, tools, and decisions, not just answer a chat prompt. We use it where repeat work is costing you time, accuracy, margin, or growth.

Your knowledge, your agents, your approvals, inside the tools you already use. You own all of it.

01 / REVENUE

Revenue workflows

Lead response, sales follow-up, inbox triage, CRM updates, proposals, and client handoffs.

02 / OPERATING

Operating workflows

Reporting, inventory, finance ops, document review, task routing, and recurring admin.

03 / KNOWLEDGE

Knowledge workflows

Company brain, SOP retrieval, client context, internal Q&A, content production, and repeat decisions.

04 / MARGIN LEAKS

Margin leaks

Manual rework, slow follow-up, spreadsheet drift, missed checks, and work that depends on one person's memory.

HOW WE WORK, EVERY TIME

Start with the number.

Hours recovered, faster response, fewer errors, lower waste, cleaner reporting, or more work handled without hiring.

Map the brain.

We identify the context, decisions, examples, rules, and workflows your agents need to do useful work.

Build inside your tools.

CRM, email, docs, spreadsheets, data sources, auth, and the workflow your team already uses.

Ship what can survive Monday.

Pods, permissions, handoff paths, error handling, documentation, and human review where the risk demands it.

Leave ownership with you.

SOPs, prompt libraries, walkthroughs, and training so your team can run the system without vendor lock-in.

First build, then operating partner

The first build proves whether the work pays back. After that, the best relationship is not a handoff into silence.

Talk to the team that will build it

Simple monthly partnership

For clients who want the systems to keep improving, ongoing work lives in a simple monthly partnership.

Measured expansion

We measure what changed, fix what breaks, and extend the next pod, agent, or workflow when the numbers justify it.

Shared context

You get the team that knows your stack, your rules, and your bottlenecks already. Not a new vendor starting from zero every time.

Talk to the team that will build it

PROOF

Production systems, built for your industry.

01 · RESTAURANTSFounder Enterprise Experience

Grupo Quispe

Spain & Portugal

Five fragmented systems, unified into one owned operating layer.

Pain Points

Five venues split across 5 disconnected systems (POS, inventory, accounting, reservations, scheduling).
Tips reconciled manually from cash; kitchen waste was invisible with no group-wide view.

Our Solution

An owned operating layer that unifies all five data sources.
Automated tip computation from shift data (ready for Verifactu 2027).
Kitchen waste tracked and surfaced per ingredient and venue.

Delivered under the founder's independent practice / previous tenure.

10+ hrs/wkManager time recovered on tips

~€40K/yrInvisible over-portioning surfaced

5 → 1Systems unified group-wide

Kozmo OS: the IP behind every build.

Our agentic OS framework, built from real production work. It gives your company an owned operating layer for agents: your context, your workflows, your approvals, and your memory, inside your real tools.

PROCESS

How it works

Find the leak

We map where time, margin, speed, or quality is being lost.

Map the operating layer

We identify the company brain, pods, agents, tools, approval paths, and workflows the first build needs.

Ship in 4 to 6 weeks

The first agentic workflow runs inside your real tools, with review paths where needed.

Hand over, measure, operate

Your team gets docs and training. If the numbers justify it, we keep improving the system monthly.

Team

Founder-led, globally distributed

Jhonattan Manrique

Founder

EuropeAsia

15 years building software. Leads your delivery end to end.

Jhon Henao

Partner, Australia

Australia (ANZ)New Zealand

Your senior contact and delivery lead in Australia.

Find where your AI operating system should start.

A 30-minute call to identify where the hours go and whether a production build pays back.

Plan your first build