01
STRATEGY / SYSTEMS
Maya Chen
Founder / AI Strategist
Maps operating priorities into AI systems with clear decision rights, practical rollout, and accountable ownership.
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/ ABOUT NODRA · STUDIO RECORD 006
NODRA is an applied AI studio for operational work. We map one real workflow, prove it under controlled conditions, then leave the team with a system it can understand, govern, and run.
06
PEOPLE
04
DISCIPLINES
01
ACCOUNTABLE OWNER
00
BLACK-BOX HANDOFFS
/ WHY WE EXIST
Prototypes are easy. Ownership is the hard part.
Most AI projects fail between a convincing demo and daily use. Context is scattered, decisions are implicit, and no one owns the operating risk. NODRA works in that gap.
01
Start with the work
We begin with a repeated task, not a model wishlist.
02
Make boundaries visible
Access, data, confidence, and escalation are designed before launch.
03
Test the useful outcome
Evaluation is tied to the decision the system must improve.
04
Leave the system owned
Documentation, observability, and handover are part of delivery.
/ THE STUDIO · 06 OPERATORS
Small enough to stay accountable. Complete enough to ship.
Every engagement has a named owner from discovery through handover. No relay race between sales, strategy, and delivery.
02
MODELS / EVALUATION
Eliott Khan
AI Engineer
Builds dependable agent behaviour, retrieval systems, and evaluation loops around real business constraints.
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03
WORKFLOWS / ORCHESTRATION
Lucia Rossi
Automation Architect
Connects tools, handoffs, and exception paths into workflows that remain legible to the teams who run them.
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04
PRODUCT / INTERFACE
Noah Brooks
Product Designer
Turns complex operational systems into calm, usable interfaces that people can trust under pressure.
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05
DATA / INTEGRATION
David Okoye
Data & Integration Specialist
Designs resilient data paths, permissions, and integrations across the systems that hold the business together.
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06
DELIVERY / ENABLEMENT
Sophie Dubois
Client Success Lead
Keeps rollout, adoption, documentation, and continuous improvement connected to the people doing the work.
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/ ONE DELIVERY LOOP
Different disciplines. One shared record.
The person defining the boundary stays connected to the people building, testing, and handing over the system.
01 / WORK
DEFINE
Name the repeated task and useful outcome.
02 / CONTEXT
MAP
Locate the data, tools, permissions, and owner.
03 / BEHAVIOUR
BUILD
Create the smallest system that can prove value.
04 / EVIDENCE
EVALUATE
Test the decisions, limits, and failure cases.
05 / INTERFACE
OPERATE
Give the team a legible surface for daily work.
06 / OWNERSHIP
HAND OVER
Document, observe, and transfer the operating record.
/ WHY NODRA
Built for the space between a demo and a dependable operation.
The recurring problem was never access to models. It was making context, ownership, and review explicit enough for real work. NODRA was formed as a compact studio so the people defining the boundary are the same people testing, building, and handing over the system.
MODEL
A TOOL, NOT THE OWNER
EVIDENCE
VISIBLE BEFORE SCALE
HANDOVER
PART OF THE BUILD