AI Enablement · Transformation · Strategy

Where systems
meet intelligence.

We build the clarity, structure, and scalability that help organisations move from exploration to execution — combining systems thinking, service design, and AI-driven development.

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New York · London · São Paulo · Munich · KSA · Global

01 · Services

What we do.

We design and deliver AI-enabled systems that make organisations smarter, faster, and more adaptive — combining strategy with practical execution. We work upstream of the deliverable and stay through to delivery.

AI Systems & Service Design

Design end-to-end AI-enabled systems that fit how organisations actually work — mapping decision flows, defining augmentation opportunities, and building the operational structures that make AI adoption durable.

AI-Native Product Solutions

Define and build AI-powered products from the ground up — from early concept and system architecture through pilot validation and production readiness. Built for real organisational constraints, not ideal conditions.

Context Architecture

Structure the information that drives AI reasoning — before it reaches the model. Define modular context layers, meaningful chunking strategies, and runtime injection logic. Build the specs for tracking, testing, and preventing reasoning drift over time.

Fractional Leadership & Training

Strategic direction and upskilling for teams adopting AI. Workshops, enablement programmes, and fractional leadership to ensure transformation sticks — not just launches.

02 · Work

Selected projects.

Strategic AI Integration Business Analysis

Munich, Germany · Enterprise SaaS · 3 years ongoing

Enterprise Knowledge Management Platform

Transformed a static enterprise knowledge platform into an AI-augmented decision system — introducing structured workflows, intelligent collaboration, and decision-support capabilities enabling teams to move from information storage to dynamic, AI-assisted operations.

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Enterprise Knowledge Management Platform

Brainstorm GmbH

Strategic Service Design Business Analysis

Chicago, IL · Logistics · 2.5 years

Global Trade Management Re-Platform

Re-platformed a fragmented legacy ecosystem into a unified, scalable system supporting brokers, clients, and suppliers across regulated international trade workflows.

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Healthcare Virtual Care

New York, NY · Digital Health · 3–4 years

Virtual Care Healthcare Platform

Evolved a medical organization from in-person services to a fully integrated virtual care platform — spanning patient experience, physician workflows, and corporate wellness delivery.

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03 · AI Showcase

Working systems.

Live experiments, tools, and prototypes built at the intersection of AI capability and real organizational need.

Live

AI Showcase 1

Coming soon — first live demonstration of applied AI systems thinking.

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In Progress

AI Showcase 2

Coming soon.

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In Progress

AI Showcase 3

Coming soon.

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In Progress

AI Showcase 4

Coming soon.

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04 · Signals

Signal, not noise.

Perspectives on AI systems, organisational design, and what it actually takes to make intelligent systems work.

Now Live

Articles, observations, and frameworks from 15+ years of designing complex systems — now applied to the realities of AI adoption in organisations.

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Context Architecture Live

AI Reasoning Systems — Field Guide

Context architecture, reasoning distortion patterns, QA test design, and what it takes to make AI behavior predictable and maintainable over time.

Service Design Coming soon

Designing for the human at the edge of the system

How the best enterprise systems are designed backwards — from the operational moment outward.

Transformation Coming soon

What makes an organisation ready for AI

It's not about the tools. It's about the conditions that make AI adoption durable.

05 · About

The thinking
behind the work.

Most organisations don't have a design problem. They have a systems problem — signals that don't reach the right people, decisions made too slowly, and change initiatives that target mindsets instead of redesigning the conditions.

Founded by Chrys Li and part of the TAILORU Collective, 7modes works with teams ready to bridge human insight and intelligent systems to create real impact.

We operate upstream of the deliverable — but we don't stop there. We identify and structure the optimal configuration within complex systems, then carry it through into executable solutions.

Base

New York · Open to GCC

Collective

TAILORU

Focus

Enterprise · GCC · AI-Native

Engagement

Fractional · Advisory · Build