NeuralChain
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Professional Service · AX Transformation

From strategy through build
to handover

We start from diagnosing the current state and defining priorities, then carry through agent design, system integration and embedding it in the organization. The goal is a system you can operate, not a product delivery.

AX diagnostic consultation See how we work
AX Roadmap From one problem to an enterprise operating model
01
AX Strategy
Current-state diagnosis
Priority selection
AX roadmap
02
Agentic Automation
Process measurement
Agent design
System integration
03
AI Implementation
Private AI deployment
Data integration
Enterprise system integration
04
AX Enablement
Practitioner training
Operating model
Capability handover
One team's problem Enterprise AX operations
Problem

The rollout finished;
the work did not change.

This is not a question of technical capability. It happens because the tool arrives before anyone has decided which work to change, and in what order.

01 · Cause The tool gets chosen before the work does The solution lands before anyone agrees what to change, so it only sits on top of the existing work.
02 · Knock-on There is no yardstick for results With no metric for whether anything changed, the decision to scale comes down to instinct.
03 · Result Nothing stays with the organization When the external team leaves, operations stop and the knowledge goes with the project.
Cumulative result The next problem starts from zero again
Engagement

From diagnosis to scale,
in four stages.

Every stage has fixed deliverables and a fixed test. Whether it moves to the next stage is decided on that test.

01
Diagnose
2 – 4 weeks

We actually measure the work as it is today. Priorities are set only after the data shows where time goes and where decisions stall.

Key activities
Observing and measuring the workflow
Reviewing the data and system landscape
Drawing up priority candidates
Output
Current-state diagnostic report
Priority list
Draft AX roadmap
Agreed test for starting
02
Pilot
6 – 10 weeks

We run the single clearest use case in the real working environment. The success metric is fixed before it starts.

Key activities
Fixing the use-case scope
Agent and workflow design
Validation in real use
Output
A working pilot
Measured results
A judgment on whether to scale
Decision on scaling
03
Deploy
3 – 6 months

We build the product and agents into the real operating environment and connect them to internal systems, with permission and security requirements built in.

Key activities
Product build and deployment
Internal system integration
Permission and security setup
Output
A live operating environment
Integrated systems
Operations manual
Ready for operational handover
04
Scale
Ongoing

We extend the same architecture to other departments and plants, and move ownership of operations to the customer's team.

Key activities
Extending to more of the organization
Training the internal operations team
Handing over the operating model
Output
Applied across the target scope
An internal operations team
Capability handover complete
The customer's team operating alone
Delivery Model

Handing the role over
is the point of the project.

With each stage NeuralChainX's share falls and the customer's team takes more of it on.

Diagnose
Pilot
Deploy
Scale
NeuralChainX
85%
70%
45%
15%
Customer team
15%
30%
55%
85%
Exit criterion The customer's team can operate and extend it alone
Use Cases

Wherever you start,
one structure to scale.

The first problem differs by department; from the second onward, everything builds on the same architecture.

One AX architecture Anneal · Agentic · Ontology · Security
R&D Starts with technology scouting and IP review, then widens across research planning.
Production Starts by connecting one line's data, then scales to the plant.
Support functions Starts with answering internal queries and leads into knowledge sharing across departments.
Management Starts by pulling together decision material and connects into enterprise operating metrics.

Your company's AX —
where should it begin?

A two-week diagnostic defines the priorities and where to begin.

Request an AX diagnostic See how we work