A new era of enterprise operations, starting 2026
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Let AI Employees
do the messy work.
Beyond automation.
Beyond outsourcing.
Fully autonomous AI Employees take over operationally messy micro-tasks across Email, Excel, ERPs, and beyond — cutting costs, increasing compliance, and freeing your teams for higher-value work.
A new era of enterprise operations, starting 2026
Badge
Badge
Badge
Badge
Let AI Employees
do the messy work.
Beyond automation.
Beyond outsourcing.
Fully autonomous AI Employees take over operationally messy micro-tasks across Email, Excel, ERPs, and beyond — cutting costs, increasing compliance, and freeing your teams for higher-value work.
A new era of enterprise operations, starting 2026
Badge
Badge
Badge
Badge
Let AI Employees
do the messy work.
Beyond automation.
Beyond outsourcing.
Fully autonomous AI Employees take over operationally messy micro-tasks across Email, Excel, ERPs, and beyond — cutting costs, increasing compliance, and freeing your teams for higher-value work.
Complex supply chains
Complex supply chains
are built on chaotic communication.
are built on chaotic communication.
// Off-Grid
Communication happens outside official channels
// Off-Grid
Communication happens outside official channels
Critical information is lost in emails, chats, and side conversations, making it hard to track decisions.
// Human Driven
Heavy reliance on manual coordination
// Human Driven
Heavy reliance on manual coordination
Projects slow down because teams depend on meetings, messages, and personal follow-ups.
// Unstructured
No standardized processes or workflows
// Unstructured
No standardized processes or workflows
Each task is handled differently, leading to errors, misalignment, and inconsistent outcomes.
// Repetitive & Complex
Same tasks repeated with high complexity
// Repetitive & Complex
Same tasks repeated with high complexity
Time and resources are wasted on repetitive work that could be streamlined or automated.
// Exception Handling
Manual processes for handling exceptions
// Exception Handling
Manual processes for handling exceptions
Edge cases require ad-hoc fixes, increasing the risk of delays, mistakes, and compliance issues.
// 1-to-1
Point-to-point communications create bottlenecks
// 1-to-1
Point-to-point communications create bottlenecks
Information gets stuck in 1:1 exchanges, preventing visibility and slowing decision-making.
Pre-AI: Manual chaos
AI turns records into actions
and chaos into coordination
Purchase Order
Sales Order
Transfer Order
Accounts Receivable
Accounts Payable
Supplier
Quality Control
Freight Forwarder
Customs
Logistics Provider
Warehouse
Last Mile Carrier
Consumer / Shop
Stakeholder
human workforce
Human
Human
Human
Human
ERP LAYER
SAP
Oracle
Microsoft
Siloed Systems
Manual coordination, prone to errors and delays
Chaotic Flow
Pre-AI: Manual chaos
AI turns records into actions
and chaos into coordination
Purchase Order
Sales Order
Transfer Order
Accounts Receivable
Accounts Payable
Supplier
Quality Control
Freight Forwarder
Customs
Logistics Provider
Warehouse
Last Mile Carrier
Consumer / Shop
Stakeholder
human workforce
Human
Human
Human
Human
ERP LAYER
SAP
Oracle
Microsoft
Siloed Systems
Manual coordination, prone to errors and delays
Chaotic Flow
Pre-AI
AI turns records into actions
and chaos into coordination
Purchase Order
Sales Order
Transfer Order
Accounts Receivable
Accounts Payable
Supplier
Quality Control
Freight Forwarder
Customs
Logistics Provider
Warehouse
Last Mile Carrier
Consumer / Shop
Stakeholder
human workforce
Human
Human
Human
Human
ERP LAYER
SAP
Oracle
Microsoft
Siloed Systems
Manual coordination, prone to errors and delays
Chaotic Flow
Pre-AI: Manual chaos
AI turns records into actions
and chaos into coordination
Purchase Order
Sales Order
Transfer Order
Accounts Receivable
Accounts Payable
Supplier
Quality Control
Freight Forwarder
Customs
Logistics Provider
Warehouse
Last Mile Carrier
Consumer / Shop
Stakeholder
human workforce
Human
Human
Human
Human
ERP LAYER
SAP
Oracle
Microsoft
Siloed Systems
Manual coordination, prone to errors and delays
Chaotic Flow
Pre-AI
With-AI
Pre-AI: Manual chaos
AI turns records into actions
and chaos into coordination
Purchase Order
Sales Order
Transfer Order
Accounts Receivable
Accounts Payable
Supplier
Quality Control
Freight Forwarder
Customs
Logistics Provider
Warehouse
Last Mile Carrier
Consumer / Shop
Stakeholder
human workforce
Human
Human
Human
Human
ERP LAYER
SAP
Oracle
Microsoft
Siloed Systems
Manual coordination, prone to errors and delays
Chaotic Flow
Pre-AI
With-AI
Pre-AI
AI turns records into actions
and chaos into coordination
Purchase Order
Sales Order
Transfer Order
Accounts Receivable
Accounts Payable
Supplier
Quality Control
Freight Forwarder
Customs
Logistics Provider
Warehouse
Last Mile Carrier
Consumer / Shop
Stakeholder
human workforce
Human
Human
Human
Human
ERP LAYER
SAP
Oracle
Microsoft
Siloed Systems
Manual coordination, prone to errors and delays
Chaotic Flow
Pre-AI
With-AI
Pre-AI: Manual chaos
AI turns records into actions
and chaos into coordination
Purchase Order
Sales Order
Transfer Order
Accounts Receivable
Accounts Payable
Supplier
Quality Control
Freight Forwarder
Customs
Logistics Provider
Warehouse
Last Mile Carrier
Consumer / Shop
Stakeholder
human workforce
Human
Human
Human
Human
ERP LAYER
SAP
Oracle
Microsoft
Siloed Systems
Manual coordination, prone to errors and delays
Chaotic Flow
// Key Insights
Understanding the transformation
Understanding the transformation
from traditional to AI-powered supply chains
from traditional to AI-powered supply chains
SCs are highly interconnected and fragmented with multiple stakeholders involved
SCs are highly interconnected and fragmented with multiple stakeholders involved
Immense need to solve messy handovers along the chain through AI-powered automation
Immense need to solve messy handovers along the chain through AI-powered automation
Despite ERP systems, human intensive messy problems persist across the chain, especially at handover points
Despite ERP systems, human intensive messy problems persist across the chain, especially at handover points
End-to-End Document Verification & Compliance
AI validates shipping documents, invoices, and packing lists, orchestrating 4-way matches and stakeholder coordination to ensure every transaction is complete and compliant.
Intelligent Order Processing & Inventory Matching
AI processes incoming orders, validates data, matches them against inventory, and proactively handles missing information — creating seamless customer communication loops.
Automated Invoice Validation & Discrepancy Handling
The AI invoice specialist reviews, accepts, or rejects vendor invoices, flags mismatches, and syncs data directly into ERP systems — ensuring financial accuracy at scale.
Smarter Production and Supplier Updates
AI assistants automate supplier communication, track delivery confirmations, and escalate delays, reducing manual follow-ups and keeping production timelines on track.
Rapid Co-Development for Fast Results
From idea to MVP in just weeks, the co-development process rapidly defines use cases, aligns teams, and delivers working solutions with minimal internal effort.
End-to-End Document Verification & Compliance
AI validates shipping documents, invoices, and packing lists, orchestrating 4-way matches and stakeholder coordination to ensure every transaction is complete and compliant.
Intelligent Order Processing & Inventory Matching
AI processes incoming orders, validates data, matches them against inventory, and proactively handles missing information — creating seamless customer communication loops.
Automated Invoice Validation & Discrepancy Handling
The AI invoice specialist reviews, accepts, or rejects vendor invoices, flags mismatches, and syncs data directly into ERP systems — ensuring financial accuracy at scale.
Smarter Production and Supplier Updates
AI assistants automate supplier communication, track delivery confirmations, and escalate delays, reducing manual follow-ups and keeping production timelines on track.
Rapid Co-Development for Fast Results
From idea to MVP in just weeks, the co-development process rapidly defines use cases, aligns teams, and delivers working solutions with minimal internal effort.
End-to-End Document Verification & Compliance
AI validates shipping documents, invoices, and packing lists, orchestrating 4-way matches and stakeholder coordination to ensure every transaction is complete and compliant.
Intelligent Order Processing & Inventory Matching
AI processes incoming orders, validates data, matches them against inventory, and proactively handles missing information — creating seamless customer communication loops.
Automated Invoice Validation & Discrepancy Handling
The AI invoice specialist reviews, accepts, or rejects vendor invoices, flags mismatches, and syncs data directly into ERP systems — ensuring financial accuracy at scale.
Smarter Production and Supplier Updates
AI assistants automate supplier communication, track delivery confirmations, and escalate delays, reducing manual follow-ups and keeping production timelines on track.
Rapid Co-Development for Fast Results
From idea to MVP in just weeks, the co-development process rapidly defines use cases, aligns teams, and delivers working solutions with minimal internal effort.
End-to-End Document Verification & Compliance
AI validates shipping documents, invoices, and packing lists, orchestrating 4-way matches and stakeholder coordination to ensure every transaction is complete and compliant.
Intelligent Order Processing & Inventory Matching
AI processes incoming orders, validates data, matches them against inventory, and proactively handles missing information — creating seamless customer communication loops.
Automated Invoice Validation & Discrepancy Handling
The AI invoice specialist reviews, accepts, or rejects vendor invoices, flags mismatches, and syncs data directly into ERP systems — ensuring financial accuracy at scale.
Smarter Production and Supplier Updates
AI assistants automate supplier communication, track delivery confirmations, and escalate delays, reducing manual follow-ups and keeping production timelines on track.
Rapid Co-Development for Fast Results
From idea to MVP in just weeks, the co-development process rapidly defines use cases, aligns teams, and delivers working solutions with minimal internal effort.
// our solution
From Procurement to Payment
From Procurement to Payment
From Order to Revenue
From Order to Revenue
Procure-to-Pay
Order-to-Cash
Manufacturing
Streamline production from raw material to finished goods.
Quality Assurance
Guarantee standards before they reach the production line.
Inbound Logistics
Bring materials in with precision and visibility.
Freight Management
Orchestrate shipments from global suppliers to your facilities.
Customs & Compliance
Clear borders without bottlenecks.
Procurement
Source smarter and manage suppliers at scale.
Inbound Logistics
Store and organize incoming goods efficiently.
Accounting (AP)
Manage outgoing payments with total control.
Procure-to-Pay
Order-to-Cash
Integrate supplier data, inventory levels, and production schedules to ensure materials arrive just in time for every manufacturing step.
Manufacturing
Streamline production from raw material to finished goods.
Automate inspections and quality checks to prevent defects early and maintain compliance across suppliers and production sites.
Quality Assurance
Guarantee standards before they reach the production line.
Coordinate shipments, monitor delivery status, and optimize routes to ensure inbound flows are always on schedule.
Inbound Logistics
Bring materials in with precision and visibility.
Gain full control over carriers, costs, and delivery times while reducing transportation risks and delays.
Freight Management
Orchestrate shipments from global suppliers to your facilities.
Automate documentation, duty calculations, and regulatory checks to speed up import processes and reduce compliance risks.
Customs & Compliance
Clear borders without bottlenecks.
Automate inspections and quality checks to prevent defects early and maintain compliance across suppliers and production sites.
Procurement
Source smarter and manage suppliers at scale.
Track receipts, control storage locations, and synchronize warehouse data with production and procurement systems.
Inbound Logistics
Store and organize incoming goods efficiently.
Automate invoice matching, approvals, and payment runs to ensure suppliers are paid on time and cash flow stays predictable.
Accounting (AP)
Manage outgoing payments with total control.
Procure-to-Pay
Order-to-Cash
Manufacturing
Streamline production from raw material to finished goods.
Quality Assurance
Guarantee standards before they reach the production line.
Inbound Logistics
Bring materials in with precision and visibility.
Freight Management
Orchestrate shipments from global suppliers to your facilities.
Customs & Compliance
Clear borders without bottlenecks.
Procurement
Source smarter and manage suppliers at scale.
Inbound Logistics
Store and organize incoming goods efficiently.
Accounting (AP)
Manage outgoing payments with total control.
AI Employees built to transform operations
AI Employees built to transform operations
from the industries that move the world.
from the industries that move the world.
Manufacturing & Industrial Production
Manufacturing & Industrial Production
Manufacturing & Industrial Production
Logistics & Transportation
Logistics & Transportation
Logistics & Transportation
Wholesale & Distribution
Wholesale & Distribution
Wholesale & Distribution
Retail & E-Commerce
Retail & E-Commerce
Retail & E-Commerce
Manufacturing & Industrial Production
Manufacturing & Industrial Production
Manufacturing & Industrial Production
Automotive & Mobility
Automotive & Mobility
Automotive & Mobility
Adopted across mission-critical industries.
Adopted across mission-critical industries.
// AI Trusted by european ops leaders
Integrating the AI layer into our ERP platform allowed us to automate freight scheduling and inventory coordination — reducing manual planning time by 40% and improving route utilization across the entire fleet.
Head of Operations Technology
// AI Trusted by european ops leaders
Integrating the AI layer into our ERP platform allowed us to automate freight scheduling and inventory coordination — reducing manual planning time by 40% and improving route utilization across the entire fleet.
Head of Operations Technology
// AI Trusted by european ops leaders
Integrating the AI layer into our ERP platform allowed us to automate freight scheduling and inventory coordination — reducing manual planning time by 40% and improving route utilization across the entire fleet.
Head of Operations Technology
// Minds behind Sunlight AI
Powering global supply chains
Powering global supply chains
with people as visionary as the technology.
with people as visionary as the technology.
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
Amid Rahmani – CTO
// From complexity to clarity
AI Employees built to modernize core systems
AI Employees built to modernize core systems
and accelerate enterprise transformation
and accelerate enterprise transformation
Sunlight helps global enterprises overhaul ERP, CRM, and mission-critical workflows with AI-native automation — cutting costs by over 80%, reducing migration times from 18 months to 8 weeks, and ensuring 99.9% continuity across operations. Backed by expertise from SAP, McKinsey, and Apple, we make system modernization faster, safer, and smarter.
80%+ ERP cost reduction
Migrations cut from 18 months → 8 weeks
99.9% cutover continuity
Backed by experts from SAP, McKinsey, Apple
// Intelligence layer
Intelligence layer
// Intelligence layer
Intelligence layer
// Intelligence layer
Intelligence layer
// Integration layer
Built to connect with any ERP
// Integration layer
Built to connect with any ERP
// Integration layer
Built to connect with any ERP
// SECURITY
Enterprise-grade security
Certified to the highest standards
ISO 27001 Certified
ISO 27001 Certified
ISO 27001 Certified
ISO 27701 Certified
ISO 27701 Certified
ISO 27701 Certified
SOC 2 Type II
SOC 2 Type II
SOC 2 Type II
GDPR Ready
GDPR Ready
GDPR Ready
End-to-End Encryption
End-to-End Encryption
End-to-End Encryption
Zero Trust Architecture
Zero Trust Architecture
Zero Trust Architecture
Compliance & Auditing
Compliance & Auditing
Compliance & Auditing
Access Management
Access Management
Access Management
Infrastructure Security
Infrastructure Security
Infrastructure Security
EU Data Residency
EU Data Residency
EU Data Residency
Enterprise-grade security and full transparency
Enterprise-grade security and full transparency
Everything you need to know
Questions answered.
What is Sunlight AI and what does it do?
How does Sunlight AI integrate with existing ERP and business systems?
What is meant by “multi-agent system”?
How does Sunlight AI handle data quality and harmonization?
Can Sunlight AI assist with SAP migration projects?
What developer tools are available within Sunlight AI?
How is security managed on the platform?
How is Sunlight AI deployed in enterprise environments?
What is Sunlight AI and what does it do?
How does Sunlight AI integrate with existing ERP and business systems?
What is meant by “multi-agent system”?
How does Sunlight AI handle data quality and harmonization?
Can Sunlight AI assist with SAP migration projects?
What developer tools are available within Sunlight AI?
How is security managed on the platform?
How is Sunlight AI deployed in enterprise environments?
What is Sunlight AI and what does it do?
How does Sunlight AI integrate with existing ERP and business systems?
What is meant by “multi-agent system”?
How does Sunlight AI handle data quality and harmonization?
Can Sunlight AI assist with SAP migration projects?
What developer tools are available within Sunlight AI?
How is security managed on the platform?
How is Sunlight AI deployed in enterprise environments?
Let AI Employees do the messy work.
Let AI Employees do the messy work.
Don't let ERP costs kill your growth.
Don't let ERP costs kill your growth.
Fully autonomous AI Employees that take over operationally messy micro-tasks across Email, Excel, ERPs, and beyond.
Let AI Employees do the messy work.
Let AI Employees do the messy work.
Let AI Employees do the messy work.