Software stores the pieces.
People still gather the inputs, interpret edge cases and move work from one system to another.
Custom AI Employees
The work your software can't do.
NODE23 builds and operates AI Employees for proprietary business operations: persistent systems that research, decide, coordinate and deliver finished work inside a defined role.
The operating gap
Critical work still lives between systems.
Your team carries context across tabs, spreadsheets, inboxes and internal rules. That invisible coordination is expensive, inconsistent and difficult to scale.
Judgment repeats at volume.
Experienced operators spend their time reapplying the same rules instead of improving the operation.
Exceptions arrive too late.
Ownership becomes hard to audit when the workflow depends on individual memory and manual follow-up.
What is an AI Employee?
A persistent system with a bounded job.
AI Agents provide the mechanism. The AI Employee owns a defined body of work, operates across your tools and brings exceptions to a human at the right boundary.
Operations specialist
Checks records, applies decision rules, updates systems and keeps an auditable trail.
Human review at defined exceptionsAcquisition department
Coordinates research, creative, media buying and operating feedback across the acquisition loop.
Human control over strategy and spendResearch analyst
Collects fragmented information, evaluates it against a brief and produces decision-ready reports.
Sources and assumptions remain visibleHow we work
From workflow to operating role.
Every engagement starts with the economics and the human boundary. Then we build the system around the operation you already understand.
Workflow & ROI Audit
We map the workflow, quantify volume and operating cost, identify failure modes and define where human approval belongs.
Paid audit · one week · credited toward buildFixed-scope build
We connect the required tools, encode the operating rules and test the role against real cases and explicit acceptance criteria.
Outcome-priced · clear handoff gateManaged operation
We monitor the system, repair platform changes, review exceptions and improve the role as your operation evolves.
Monitoring · support · continuous improvementOperating proof
Built around real work.
Public-safe examples of bounded AI roles operating inside business workflows. Client identities and confidential operating details remain private.
Credential checks with visible exceptions.
An AI operations role processed credential records against the required decision logic, preserved an audit trail and surfaced exceptions for human review.
236credential checks completed in one run
241 / 241correct decisions in a live audit
One operating loop across growth functions.
A coordinated AI department spanning research, creative, media buying and operations.
Research · creative · media · operationsResearch turned into decision-ready reports.
A specialized AI role for property research and report generation across fragmented market inputs.
Collection · synthesis · report generationProof is intentionally anonymized. No testimonials, confidential client data or unverified performance claims are used here.
Founder proof
See Adrian's technical record
Built by Adrian Chiru. Operated through NODE23.
Adrian's public delivery record spans AI agents, workflow and browser automation, data pipelines, API integrations and full-stack systems. NODE23 turns that technical depth into bounded operating roles for business buyers.
49,000practices processed in a public client result
25%more appointments in a public client result
80%time saved in the same public client result
Workflow & ROI Audit
Find the role worth building first.
Bring one workflow with meaningful volume, cost or operational friction. We will map the economics, the automation boundary and the shortest credible path to production.
hello@node23.devStart with one workflow.
Email the work, volume and where it gets stuck. No information is collected or stored on this page.
Request the audit