Industrial Intelligence Platform
For manufacturers who can't afford
downtime
or
guesswork.
FutureFix connects your shop floor under one umbrella: production, quality and maintenance. Two modules: Connect sees what every machine is doing today, Predict gets ahead of failures tomorrow. Same data stream.
Pays back Starts in
7 days
No rip-and-replace
Any controller
Every AI alert
Expert-validated
The Problem
You already pay for running blind.
The machines already generate the data. It just never reaches the people making decisions- so downtime, stale OEE and quality escapes stay buried in the P&L until something breaks.
⬡
Where data is born
The machines
Cycle times, loads, temperatures, alarms - produced every second, around the clock.
✕
Where data dies
Paper & spreadsheets
Written down at shift-end, hours late and error-prone, then re-typed into other systems.
$
Where money is decided
Planning & ERP
Schedules, maintenance and quality calls made on numbers that are already stale.
$50B
Lost annually to unplanned downtime. Emergency repair runs 3–5× the cost of planned maintenance.
60–70%
Average OEE. Operators log data at shift-end, hours late, stale data distorts every ERP and planning decision.
1 escape
Of a bad part in precision manufacturing can cost more than an entire project: scrap, rework, OEM audits, lost slots.
The Platform
One platform, two modules.
Visibility first, prediction second. Connect always precedes Predict, so customers see production and quality benefits before any AI is trained.
See what every machine is doing, live.
Live spindle, axis-current and machine-mode telemetry straight from the controllers you already own - manual shift-end logging replaced from day one. Pays back in week one.
The Technology Stack
Five layers working together - from your shop floor devices to AI-driven predictive analytics. Each layer delivers standalone value while building toward full predictive capability.
Where It Sits
An overlay, not a replacement.
FutureFix sits between the systems a plant already runs. Nothing is ripped out, nothing stops, it reads from your machines and writes back into your business tools.
Your machines
PLCs · CNC · SCADA · Sensors
Brownfield or greenfield, any controller brand. No new control hardware.
reads →
OPC-UA · MQTT · Modbus
AxD
FutureFix
Reads machine data, applies ML with expert validation, and pushes results into the tools your teams already use.
Connect
Predict
writes back →
work orders · OEE · alerts
Your business systems
SAP · Oracle ERP · CMMS
Where schedules and work orders live. Standards-based, ISA-95 aligned. No lock-in.
How It Works
From Connect to Predict.
Deployment runs in one direction: value lands in week one, and the AI gets smarter the longer the system runs.
Week 1
Connect goes live
Live OEE and quality dashboards. Manual shift-end logging replaced from day one.
Months 1–6
History accumulates
Cycle times, loads and temperatures build the training record during normal operation. Edge sensor feed is cleaned and trends emerge.
Month 6+
Predict switches on
Failures and bad parts flagged ahead of time — enabled as a licence upgrade, every alert validated by an expert.
Human-in-the-Loop
AI proposes; experienced people decide.
No black boxes act on the shop floor. Every outcome, confirmed or corrected, retrains the models.
The Economics
What does visibility return?
Model your own fleet. These returns accrue from the Connect layer alone, before any PdM is enabled.
Why AxD
Built by people who have stood next to the machines.
Team
01
Engineers, not just developers
Our team comes from manufacturing. We have wired panels, programmed PLCs and stood next to the machines FutureFix monitors.
Integration
02
Protocol-native integration
OPC-UA, MQTT, Modbus and proprietary OEM connectors — direct communication with your equipment, no generic middleware.
Deployment
03
Brownfield-ready
Built for existing factories and legacy equipment. No rip-and-replace, any controller brand, greenfield or brownfield.
Analytics
04
Human-in-the-loop AI
Grounded in signal processing — FFT and SPC before ML — and every recommendation is expert-validated. No black boxes.
Architecture
05
Proprietary, end-to-end
Frontend, backend, data pipeline and AI are AxD's own — faster iteration, no vendor lock-in.
Experience
06
Skin in the game
30+ years of industrial automation across 3 continents — leadership from Lam Research, Siemens and Flanders Make.
Partner with AxD for smarter, more efficient manufacturing.
Talk to our team about deploying FutureFix at your facility. Free initial assessment — land with Connect, expand to Predict.
Innovate. Automate. Elevate. · 30+ years of industrial automation · 3 continents
AxD LLC.
Registered Address:
3960 CROOKS RD
Troy, MI 48084
USA
Algorithms Unlimited LLP
Registered Address:
CTS.NO.14531/1
Center Point Building, Jalna Road
Aurangabad, Maharashtra, IN 431001
Office 2:
271, 6th Main Road, HAL 2nd Stage
100 Feet Road, Indiranagar, Bangalore, Karnataka, IN 560008
Contact Us
Enquiries:
mihir.deshmukh@axd-us.com
Technical Support:
tech@axd-us.com
©2026 AxD LLC., All Rights Reserved.
Industrial Intelligence Platform
For manufacturers who can't afford
downtime
or
guesswork.
FutureFix connects your shop floor under one umbrella: production, quality and maintenance. Two modules: Connect sees what every machine is doing today, Predict gets ahead of failures tomorrow. Same data stream.
Pays back Starts in
7 days
No rip-and-replace
Any controller
Every AI alert
Expert-validated
The Problem
You already pay for running blind.
The machines already generate the data. It just never reaches the people making decisions- so downtime, stale OEE and quality escapes stay buried in the P&L until something breaks.
⬡
Where data is born
The machines
Cycle times, loads, temperatures, alarms - produced every second, around the clock.
✕
Where data dies
Paper &
spreadsheets
Written down at shift-end, hours late and error-prone, then put into other systems.
$
Where money is decided
Planning & ERP
Schedules, maintenance and quality calls made on numbers that are already stale.
$50B
Lost annually to unplanned downtime. Emergency repair runs 3–5× the cost of planned maintenance.
60–70%
Average OEE. Operators log data at shift-end, hours late- stale data distorts every ERP and planning decision.
1 escape
A bad part in precision manufacturing can cost more than an entire project: scrap, rework, OEM audits, lost slots.
The Platform
One platform, two modules.
Visibility first, prediction second. Connect always precedes Predict, so customers see production and quality benefits before any AI is trained.
See what every machine is doing, live.
Live spindle, axis-current and machine-mode telemetry straight from the controllers you already own - manual shift-end logging replaced from day one. Pays back in week one.
The Technology Stack
Five layers working together - from your shop floor devices to AI-driven predictive analytics. Each layer delivers standalone value while building toward full predictive capability.
Where It Sits
An overlay, not a replacement.
FutureFix sits between the systems a plant already runs. Nothing is ripped out, nothing stops — it reads from your machines and writes back into your business tools.
Your machines
PLCs · CNC · SCADA · Sensors
Brownfield or greenfield, any controller brand. No new control hardware.
reads →
OPC-UA · MQTT · Modbus
AxD
FutureFix
Reads machine data, applies ML with expert validation, and pushes results into the tools your teams already use.
Connect
Predict
writes back →
work orders · OEE · alerts
Your business systems
SAP · Oracle ERP · CMMS
Where schedules and work orders live. Standards-based, ISA-95 aligned. No lock-in.
How It Works
From Connect to Predict.
Deployment runs in one direction: value lands in week one, and the AI gets smarter the longer the system runs.
Week 1
Connect goes live
Live OEE and quality dashboards. Manual shift-end logging replaced from day one.
Months 1–6
History accumulates
Cycle times, loads and temperatures build the training record during normal operation. Edge sensor feed is cleaned and trends emerge.
Month 6+
Predict switches on
Failures and bad parts flagged ahead of time: enabled as a license upgrade, every alert validated by an expert.
Human-in-the-Loop
AI proposes; experienced people decide.
No black boxes act on the shop floor. Every outcome, confirmed or corrected, retrains the models.
The Economics
What does visibility return?
Model your own fleet. These returns accrue from the Connect layer alone, before any PdM is enabled.
Why AxD
Built by people who have stood next to the machines.
Team
01
Engineers, not just developers
Our team comes from manufacturing. We have wired panels, programmed PLCs and stood next to the machines FutureFix monitors.
Integration
02
Protocol-native integration
OPC-UA, MQTT, Modbus and proprietary OEM connectors — direct communication with your equipment, no generic middleware.
Deployment
03
Brownfield-ready
Built for existing factories and legacy equipment. No rip-and-replace, any controller brand, greenfield or brownfield.
Analytics
04
Human-in-the-loop AI
Grounded in signal processing — FFT and SPC before ML — and every recommendation is expert-validated. No black boxes.
Architecture
05
Proprietary, end-to-end
Frontend, backend, data pipeline and AI are AxD's own — faster iteration, no vendor lock-in.
Experience
06
Skin in the game
30+ years of industrial automation across 3 continents — leadership from Lam Research, Siemens and Flanders Make.
Partner with AxD for smarter, more efficient manufacturing.
Talk to our team about deploying FutureFix at your facility. Free initial assessment — land with Connect, expand to Predict.
Innovate. Automate. Elevate. · 30+ years of industrial automation · 3 continents
AxD LLC.
Registered Address:
3960 CROOKS RD
Troy, MI 48084
USA
Algorithms Unlimited LLP
Registered Address:
CTS.NO.14531/1
Center Point Building, Jalna Road
Aurangabad, Maharashtra, IN 431001
Office 2:
271, 6th Main Road, HAL 2nd Stage
100 Feet Road, Indiranagar, Bangalore, Karnataka, IN 560008
Contact Us
Enquiries:
mihir.deshmukh@axd-us.com
Technical Support:
tech@axd-us.com
©2026 AxD LLC., All Rights Reserved.
AxD LLC.
Registered Address:
3960 CROOKS RD
Troy, MI 48084
USA
Algorithms Unlimited LLP
Registered Address:
CTS.NO.14531/1
Center Point Building, Jalna Road
Aurangabad, Maharashtra, IN 431001
Office 2:
271, 6th Main Road, HAL 2nd Stage
100 Feet Road, Indiranagar, Bangalore, Karnataka, IN 560008
Contact Us
Enquiries:
mihir.deshmukh@axd-us.com
Technical Support:
tech@axd-us.com
©2026 AxD LLC., All Rights Reserved.
Industrial Intelligence Platform
For manufacturers who can't afford
downtime
or
guesswork.
FutureFix connects your shop floor under one umbrella: production, quality and maintenance. Two modules: Connect sees what every machine is doing today, Predict gets ahead of failures tomorrow. Same data stream.
Talk to our team →
Pays back Starts in
7 days
No rip-and-replace
Any controller
Every AI alert
Expert-validated
The Problem
You already pay for running blind.
The machines already generate the data. It just never reaches the people making decisions- so downtime, stale OEE and quality escapes stay buried in the P&L until something breaks.
⬡
Where data is born
The machines
Cycle times, loads, temperatures, alarms - produced every second, around the clock.
✕
Where data dies
Paper & spreadsheets
Written down at shift-end, hours late and error-prone, then into other systems.
$
Where money is decided
Planning & ERP
Schedules, maintenance and quality calls made on numbers that are already stale.
$50B
Lost annually to unplanned downtime. Emergency repair runs 3–5× the cost of planned maintenance.
60–70%
Average OEE. Operators log data at shift-end, hours late - stale data distorts every ERP and planning decision.
1 escape
Of a bad part in precision manufacturing can cost more than an entire project: scrap, rework, OEM audits, lost slots.
The Platform
One platform, two modules.
Visibility first, prediction second. Connect always precedes Predict, so customers see production and quality benefits before any AI is trained.
See what every machine is doing, live.
Live spindle, axis-current and machine-mode telemetry straight from the controllers you already own - manual shift-end logging replaced from day one. Pays back in week one.
The Technology Stack
Five layers working together - from your shop floor devices to AI-driven predictive analytics. Each layer delivers standalone value while building toward full predictive capability.
Where It Sits
An overlay, not a replacement.
FutureFix sits between the systems a plant already runs. Nothing is ripped out, nothing stops - it reads from your machines and writes back into your business tools.
Your machines
PLCs · CNC · SCADA · Sensors
Brownfield or greenfield, any controller brand. No new control hardware.
FutureFix
Reads machine data, applies ML with expert validation, and pushes results into the tools your teams already use.
Connect
Predict
Your business systems
SAP · Oracle ERP · CMMS
Where schedules and work orders live. Standards-based, ISA-95 aligned. No lock-in.
How It Works
From Connect to Predict.
Deployment runs in one direction: value lands in week one, and the AI gets smarter the longer the system runs.
Week 1
Connect goes live
Live OEE and quality dashboards. Manual shift-end logging replaced from day one.
Months 1–6
History accumulates
Cycle times, loads and temperatures build the training record during normal operation. Edge sensor feed is cleaned and trends emerge.
Month 6+
Predict switches on
Failures and bad parts flagged ahead of time: enabled as a license upgrade, every alert validated by an expert.
Human-in-the-Loop
AI proposes; experienced people decide.
No black boxes act on the shop floor. Every outcome, confirmed or corrected, retrains the models.
The Economics
What does visibility return?
Model your own fleet. These returns accrue from the Connect layer alone, before any PdM is enabled.
Partner with AxD for smarter, more efficient manufacturing.
Talk to our team about deploying FutureFix at your facility. Free initial assessment - land with Connect, expand to Predict.
Innovate. Automate. Elevate. · 30+ years of industrial automation · 3 continents
AxD LLC.
Registered Address:
3960 CROOKS RD
Troy, MI 48084
USA
Algorithms Unlimited LLP
Registered Address:
CTS.NO.14531/1
Center Point Building, Jalna Road
Aurangabad, Maharashtra, IN 431001
Office 2:
271, 6th Main Road, HAL 2nd Stage
100 Feet Road, Indiranagar, Bangalore, Karnataka, IN 560008
Contact Us
Enquiries:
mihir.deshmukh@axd-us.com
Technical Support:
tech@axd-us.com
©2026 AxD LLC., All Rights Reserved.