Training Example: Auger – Review the Data, Give Your Score & Compare to the Real AI Evaluation

[IMG: Vector]

[H1]
THE AUTONOMOUS
SUPPLY CHAIN OS

[H2] Replace the speed of consensus with the velocity of autonomy
Demand shifts. Lead times slip. Capacity tightens. Your competitors are still scheduling meetings. You’ve already executed, adjusted, and moved on. Auger collapses the gap between signal and execution—unlocking billions in trapped working capital.
Request a demo

Architecting velocity for the vanguard

tRUSTED PLATFORM PARTNERS

[H2] THE
COORDINATION
 TAX
Plans live in one system. Reality happens in another. Conditions change in hours.
Most planning cycles take weeks. That gap is Latency. Its price is the Coordination Tax. World-class people trapped in siloed architecture.
You don’t need better plans. You need a new operating system.
[H2] Augerize
To Augerize is to
Remove the Coordination Tax forever.
The enterprise reflexively executes as one, Starting with supply chain and expanding wherever coordination breaks down.
[H2] Autonomous execution. Superhuman operators.
Auger executes the day-to-day so you can design the future. Routine, reaction, and coordination happen in seconds. Your best people move upstream — from firefighting to reinvention, advancement, and the work that defines your legacy.
Auger Delivers:Intelligence that understands your business physicsSynchronization across every system and decisionA foundation that turns messy data into
executable truth.
[H2] Latency
[H2] is
[H2] Theft
[H2] EVOLVEAUTOMATION TO AUTONOMY
Stop drowning in alerts. Start executinG With autonomy. Legacy tools flood teams with false positives and Generic AI guesses. Auger understands.

[H3]
Agentic S&OE

At the core is the Augentic ontology — the spine of autonomy — encoding constraints, contractual rules, financial trade-offs, capacities, and hard limits across your network. A demand spike isn’t a keyword. It’s a signal propagating through suppliers, production, capacity, and service with
 direct financial and customer impact.

[H3]
Agentic S&OE

Context is the guardrail that turns intelligence into autonomy. A glass box of autonomy: full transparency with configurable human confirmation. Your team leads. The system acts.

01
PLAN
YOUR S&OP SETS THE PLAN. THEN IT FRAGMENTS INTO SPREADSHEETS AND
FUNCTIONAL SILOS.
02
Growth
BUFFERS GROW. LATENCY COMPOUNDS. THE BULLWHIP CRACKS.
03
Fusion
AUGER FUSES S&OP AND S&OE INTO A SINGLE, CONTINUOUS DECISION LOOP.
04
Flow
PLANS FLOW INTO EXECUTION. REALITY FLOWS BACK IN REAL TIME.
05
Balance
ORDERS, PRODUCTION, SHIPMENTS, COSTS, AND DISRUPTIONS STREAM CONTINUOUSLY. TRADE-OFFS ARE EVALUATED INSTANTLY. RESILIENCE, SERVICE, AND COST REBALANCE AUTOMATICALLY.
06
Augerize
WE DON’T REPLACE YOUR SYSTEMS. WE AUGERIZE THEM INTO A SINGLE ENTERPRISE DECISION FABRIC.
07
Connection
SIGNAL CONNECTS DIRECTLY TO EXECUTION WITH MICRO-ADJUSTMENTS IN REAL TIME.

[H2] THE GARBAGE DISPOSAL OF DATA
Messy data accepted.
The “Golden Record” is a lie.

[H3]
Agentic S&OE

The industry tells you to clean your house before you can live in it, billing you for years while teams drown in spreadsheets and manual coordination. Auger rejects that model.

[H3]
Agentic S&OE

We ingest raw operational streams—ERPs, spreadsheets, legacy APIs—exactly as they are. Our ontology applies context and meaning, normalizing them into a single, executable source of truth.

[H3]
Agentic S&OE

Messy data in. Executable intelligence out. Our engineers do the heavy lifting. You get value in weeks.

[H2] Built by the architects of velocity
Supply chain is a contact sport.You can’t design autonomy without having lived the consequences. Auger was founded by the team that built one of the world’s most advanced supply chains, deploying robotics, AI, and machine learning at unprecedented scale.

Along the way, we learned a hard truth:
Collapsing latency turns speed into an existential advantage. We’re building for leaders who understand that truth and have the organizational will to act on what comes next.
[H2] GETAUGERIZED
READY TO REPLACE THE SPEED OF CONSENSUS WITH THE VELOCITY OF AUTONOMY?
REQUEST A DEMOREQUEST A DEMOREQUEST A DEMO
Read the book of auger

[H2] Help Auger help you
Tell us about your business and we’ll share what Auger OS can do for your enterprise.

[IMG: Vector]

[H1]
SUPERHUMAN
OPERATORS

Built for a world that can no longer afford consensus.

[H2] THE UNFINISHED WORK
For more than two decades, I worked inside one of the most complex supply chains ever built.I had the privilege of working alongside extraordinary people and deploying advanced technology at global scale: ai, robotics, automation, and data systems that reshaped how goods move around the world. And yet, even with all of that, one constraint never went away.
We were still working decisions across functions through meetings, emails, and spreadsheets. We were still stitching teams together by hand. We were still losing time between knowing what needed to happen and actually making it happen. The gap between signal and execution remained.

What became clear to me wasn’t that we lacked data, intelligence, or talent. It was that our systems were built for coordination,
not autonomy.


The ideas in the Book of Auger weren’t born in theory. They were forged inside real operations, under real pressure, where latency had real consequences.



What I saw was waste embedded not in intent, but in delay. Financial capital trapped in buffers. Human talent trapped in coordination. Planetary resources consumed to compensate for systems that couldn’t move fast enough.



This was unfinished work: a gap in nearly every supply chain technology stack that extracts a cost from operators, customers, shareholders, and the planet.Auger exists to close that
gap permanently.
To eliminate the coordination tax.
To build a future where execution is autonomous and operators are superhuman.Dave Clark
Founder & CEO, Auger
[H2] THE
AUTONOMOUS OPERATING SYSTEM
We are building the autonomous operating system for supply chain operations. Auger executes the day-to-day so you can design the future. Routine, reaction, and coordination happen in seconds. Your best people move upstream, from firefighting to reinvention, advancement, and the work that defines your legacy. 
Auger Delivers:• Intelligence that understands your business physics• Synchronization across every system and decision• A foundation that turns messy data intoexecutable truth
We don’t bridge the gap between signal and execution,
We collapse it. For decades, uncertainty was solved with mass. More inventory. More buffers. More warehouses. More waste. That dogma is dead.
We solve uncertainty with precision. Run leaner. Faster. Richer. Cleaner.
Starting with supply chain, and expanding wherever coordination breaks down.
[H2] INFINITE SCALE
ON A FINITE
PLANET
The global supply chain is the largest and most complex system humanity has ever built. Every unit of excess inventory is carbon that never needed to be emitted, waste headed for a landfill instead
of a useful life. Every expedited shipment is margin burned by disconnected planning. Every buffer is trapped capital compensating for latency. Autonomous execution isn’t just a competitive advantage. It’s the architecture required to scale sustainably on a finite planet. We exist to liberate the financial, human, and planetary capital trapped in the speed of consensus.
This isn’t about catching up. It’s about defining what comes next.
[H2] Augerize
[H2] BUILT BY THE ARCHITECTS OF VELOCITY
Supply chain is a contact sport.–
You can’t design autonomy without having lived the consequences. We are not theorists. We are operators who have lived the pressure: the late nights, the impossible trade-offs. We’ve built global supply chains at unprecedented scale. We’ve deployed robotics, AI, and machine learning under real operational strain.
Along the way, we learned a hard truth:–
Collapsing latency turns speed into an
existential advantage.
We didn’t just write the code. 
We didn’t just build the infrastructure. 
We didn’t just lead the teams. 
We felt the consequences.
Now we’ve come together with one purpose:
To Augerize disconnected systems into a unified enterprise decision fabric. To eliminate the Coordination Tax holding everyone back. To make superhuman operations available to every enterprise ready to lead.
[H2] Ourteam
The team behind Auger has been there, crushed that.
With deep expertise in supply chain operations, enterprise software, AI systems, and economic strategy, we’ve scaled global logistics networks, built mission-critical platforms, and solved automation challenges across industries. 
Now we’re applying that experience with one purpose: to transform how enterprises run their supply chains, turning fragmentation into unified intelligence and complexity into competitive advantage.
[IMG: Dave Clark]
[H2] Dave Clark
Founder & CEO
[IMG: Leigh Anne Clark]
[H2] Leigh Anne Clark
Co-Founder and President, Fashion and Beauty
[IMG: Sanjay Dash]
[H2] Sanjay Dash
Chief Technology Officer
[IMG: Gopi Prashanth]
[H2] Gopi Prashanth
Chief AI and Agentic Scientist
[IMG: Russell Allgor, Ph.D.]
[H2] Russell Allgor, Ph.D.
Chief Supply Chain Scientist
[IMG: Justine Hastings, Ph.D.]
[H2] Justine Hastings, Ph.D.
Chief AI Economist
[IMG: AJ Jiambalvo]
[H2] AJ Jiambalvo
Chief Product Officer
[IMG: Alex Ceballos]
[H2] Alex Ceballos
President & CFO
[IMG: Caitlin Dietrich]
[H2] Caitlin Dietrich
Head of Customer Growth
[IMG: Jessica Amato]
[H2] Jessica Amato
Chief People Officer
[IMG: Kim Peevy]
[H2] Kim Peevy
HEAD OF COMMUNICATIONS
[IMG: James Gannon]
[H2] James Gannon
HEAD OF LEGAL
[H2] GETAUGERIZED
READY TO REPLACE THE SPEED OF CONSENSUS WITH THE VELOCITY OF AUTONOMY?
REQUEST A DEMOREQUEST A DEMOREQUEST A DEMO
Read the book of auger

[H1] TheBookof
[IMG: Auger Logo]
[H2] Genesis
FOR TWO DECADES, WE OPERATED AT THE EDGE of WHAT
WAS POSSIBLE.WE BUILT ARCHITECTURES THAT PROVED A NEW TRUTH: COLLAPSING LATENCY TURNS SPEED INTO AN EXISTENTIAL ADVANTAGE. It RESHAPES CUSTOMER EXPECTATIONS AND COMPETITIVE REALITY. ALONG THE WAY, WE SAW THE FAILURE.WORLD-CLASS OPERATORS TRAPPED IN SYSTEMS THAT SEPARATE KNOWING FROM DOING.THE HUMAN API – THE MOST TALENTED PEOPLE In THE ENTERPRISE – FORCED to INTEGRATE FRAGMENTED TOOLS
BY HAND.THIS IS THE COORDINATION TAX.It KILLS VELOCITY, BLEeDS MARGIN, and WASTES HUMAN POTENTIAL AND PLANETARY RESOURCES.
WE LEFT TO ELIMINATE IT.We LEFT TO REPLACE THE SPeED of CONSENSUS WITH THE VELOCITY OF AUTONOMY.WE LEFT TO AUGERIZE.
[H2] WEAPON
 OFMASS
CREATION
THE DEATH OF THE HUMAN API
ENTERPRISES WERE BUILT To MOVE At THE SPEED FOr CONSENSUS.HUMANS BECAME THE
INTEGRATION LAYER.STITCHING SYSTEMS TOGETHER WITH SPREADSHEETS, EMAILs, AND MEETINGS.
THAT DOGMA IS OVER.
[H2] Augerize
TO AUGERIZE IS TO CONVERT STRATEGY INTO OBJECTIVES THE AGENTS EXECUTE AGAINST.TO COLLAPSE THE GAP BETWEEN KNOWING AND DOING.TO ADJUST PRIORITIES AND RELEASE EXECUTION IN SECONDS, NOT PLANNING CYCLES.THOUSANDS OF MICRO-DECISIONS HAPPEN INSTANTLY, BEFORE THEY COMPOUND. STRATEGIC TALENT MOVES FROM COORDINATION TO CREATION.GLOBAL OPERATIONS BECOME TRANSPARENT. INNOVATION CYCLES COMPRESS AS PEOPLE DESIGN WHILE THE SYSTEM EXECUTES.THE TAX IS REMOVED PERMANENTLY. TIME IS RETURNED TO ITS RIGHTFUL OWNER.
[H2] you
THE AXIOM: DO NOT MOVE AT THE SPEED OF CONSENSUs. MOVE AT THE SPEED OF AUTONOMY.
[H2] Latency
[H2] IS
[H2] Theft
[H2] Kill the Silo
THE POWER Of ONTOLOGY.TRADITIONAL SYSTEMS hide REALITY Behind Walls. DATA FRAGMENTS. CONTEXT DISAPPEARS. DECISIONS SLOW. AUGER KNOCKS DOWN THOSE WALlS.
WE BUILD A LIVING ONTOLOGY.
EVERY CONSTRAINT, DEPENDENCY, AND TRADE-OFf ENCODED AS EXECUTABLE LOGIC. LEAD TIMES BECOME LANE-SPECIFIC DISTRIBUTIONS. CAPACITY BECOMES COMPETING ECONOMIC CLAIMS. DEMAND BECOMES SIGNAL PROPAGATED THROUGH THE ENTERPRISE In REAL TIME.
A SINGLE, SHARED TRUTH ACROSS PLANNING AND EXECUTION.
WHAT WAS HIDDEN BECOMES VISIBLE.
WHAT WAS DELAYED BECOMES ACTIONABLE. WHAT WAS RECONCILED BECOMES REFLEXIVE. INTENT FLOWS END TO END WITHOUT HUMAN MEDIATION. DECISIONS STOP QUEUING BEHIND MEETINGS. SPEED IS NO LONGER GATED BY CONSENSUS. OPERATORS STOP STITCHING AND START DESIGNING. THE AXIOM: TRUTH DELAYED is TRUTH DENIED. SYSTEMS MUST SHARE ONE REALITY.
[H2] IT’S ALLABOUT AUTONOMY
AUTONOMY OVER ALERTS. MOST TOOLS AUTOMATE STEPS, NOT OUTCOMES. THEY GENERATE ALERTS WHILE THE SYSTEM WAITS ON HUMANS. TASKS MOVE FASTER, OUTCOMES DON’T. THAT IS AUTOMATION THEATER.
AUGER LIBERATES PEOPLE.
THE AUGENTIC OPERATING SYSTEM EXECUTES DECISIONS. IT DETECTS CHANGE, EVALUATES TRADE-OFFS WITHIN DEFINED CONSTRAINTS, AND ACTS IN SECONDS.WE CALL IT THE GLASS BOX OF AUTONOMY: FULL TRANSPARENCY, CONFIGURABLE CONFIRMATION, HUMAN INTENT PRESERVED. ROUTINE CHOICES DISAPPEAR. FIREFIGHTING ENDS. STRATEGIC TALENT RETURNS TO DESIGN. AUTOMATION FOLLOWS SCRIPTS. AUTONOMY UNDERSTANDS INTENT AND ACTS WITHIN GUARDRAILS.HUMAN EFFORT MOVES UPSTREAM, FROM RECONCILIATION TO DESIGN, FROM REACTING TO SHAPING, FROM FIREFIGHTING TO ADVANTAGE. THE AXIOM: TALENT IS TOO VALUABLE TO WASTE ON COORDINATION. ELEVATE PEOPLE TO THEIR HIGHEST PURPOSE.
[H2] Escape automation theater

[H2] WEAPONIZE SIMPLICITY
PRECISION OVER MASS. THE OLD DOGMA SOLVED UNCERTAINTY WITH MASS. MORE INVENTORY. MORE BUFFERS. MORE WASTE. TIME WAS STOCKPILED BECAUSE SYSTEMS WERE SLOW.
THAT DOGMA IS DEAD.
WHEN LATENCY COLLAPSES, MASs BECOMES DRAG. BUFFERS AdD FRICTION. HEDGES SLOW RESPONSE.
AUGER CHANGES THE EQUATION:REPLACE MASS WITH INTELLIGENCE. RUN LEAN WITHOUT FRAGILITY. MOVE FASTER WITHOUT BUFFERS. IMPROVE SERVICE while REDUCING WASTE. WHEN SYSTEMS SHARE CONTEXT AND EXECUTE AUTONOMOUSLY, GUESSING DISAPPEARS. EVERY RESOURCE CREATES VALUE.
IT’S MASS CREATION.
PRECISION REPLACES HEDGING. THE AXIOM: WASTE IS A FAILURE OF ORCHESTRATION.
PRECISION IS THE ULTIMATE WEAPON.
THE PLANETARY MANDATE.THE WORLD NOW DEMANDS THE IMPOSSIBLE. SAME-DAY EVERYTHING. ZERO EMISSIONS. INFINITE SCALE ON A FINITE PLANET. LEGACY SYSTEMS FAIL THIS TEST. AT THE VELOCITY OF AUTONOMY, SOMETHING CHANGES. SPEED BECOMES GRAVITY. THOSE WHO ACT FASTER SHAPE THE CONDITIONS OTHERS INHERIT.
[H2] Define what comes next
WHEN LATENCY COLLAPSES, ADVANTAGE COMPOUNDS. THE RESULT ISN’T OPTIMIZATION. IT’S DEFINITION.LEADERS STOP CHASING BEST PRACTICES. THEY SET THEM.
AUGER WAS BUILT TO PASS THIS TEST
 WITH YOU.
THE AXIOM: THE FUTURE FAVORS THE FAST. THOSE WHO COLLAPSE LATENCY DEFINE THE RULES OF THE GAME.
[H2] THE AUGER CREED
TO THOSE WHO AUGERIZE:
YOU WILL MOVE WHILE OTHERS MEET. YOU WILL EXECUTE WHILE OTHERS COORDINATE. YOU WILL DEFINE WHILE OTHERS REACT. YOUR SYSTEMS WILL SHARE ONE TRUTH. YOUR DECISIONS WILL HAPPEN IN SECONDS. YOUR TALENT WILL DESIGN, NOT RECONCILE. THE COORDINATION TAX ENDS.
THE VELOCITY OF AUTONOMY BEGINS.
THE FUTURE BELONGS TO THOSE WHO COLLAPSE LATENCY.
THIS IS THE AUGER CREED.
[H2] GETAUGERIZED
READY TO REPLACE THE SPEED OF CONSENSUS WITH THE VELOCITY OF AUTONOMY?
REQUEST A demoREQUEST A DEMO