Custom AI Systems for Enterprise Process Automation | theBlue.ai

ENTERPRISE AI · POWERED BY LLMS AND MODERN AI

Manual processes are your biggest hidden cost

Enterprise AI Process Automation — built for complex operations and existing enterprise infrastructure.

We build custom AI systems that automate your manual processes – invoices, emails, documents, tickets – and integrate them directly into the tools you already run.

10+

Years building AI systems

50+

Enterprise projects delivered

100+

Engineers in our group

TRUSTED BY TEAMS ACROSS 50+ ENTERPRISE ENGAGEMENTS

WHAT WE’VE DELIVERED

Real projects. Real outcomes.

Selected results from recent enterprise engagements.

LOGISTICS · 200+ EMPLOYEES

Automated shipment data extraction from 500+ daily emails

Operations team was manually reading shipping confirmations and entering data into their TMS. We built an AI pipeline that extracts, validates, and syncs — connected to their existing logistics infrastructure.

–85%

Manual processing time

6h → 45min

Daily team effort

ENTERPRISE SERVICES · ON-PREMISE INFRASTRUCTURE

Service desk automation connected to on-premise Jira and Azure

Internal IT team was manually triaging, classifying, and routing tickets. We built an AI system that reads tickets, classifies by intent, and routes or resolves automatically — integrated with their on-premise Jira and MS Azure environment.

–60%

Manual triage effort

4× faster

Average resolution time

FINANCE · MID-MARKET

Invoice reconciliation integrated into existing ERP

Finance team spent hours daily matching invoices to purchase orders across email and their ERP. We automated extraction, matching, and status updates — human review only for flagged exceptions.

–70%

Processing overhead

98%

Match accuracy

The close collaboration with theBlue.ai was essential for understanding the technical opportunities AI could bring to our challenge. From proof of concept to market release, their structured and transparent approach ensured timely, cost-efficient delivery.

MB

Marc-Angelo Bisotti

CEO, Policy-Insider.AI

WHERE STANDARD TOOLS END

Your existing tools handle the simple cases. We handle the rest.

Off-the-shelf products and built-in ERP features work well for predictable, rule-based tasks. But your real workflows involve unstructured documents, ambiguous data, and logic that spans multiple systems. That’s where custom AI comes in.

WHAT REQUIRES CUSTOM AI

Unstructured emails, PDFs, and scanned documents
Logic that spans across ERP, CRM, email, and file systems
Processes with exceptions that need judgment
Workflows unique to your organization

HOW WE WORK

Three phases. Clear scope at every step.

We don’t start with a big contract. We start with a focused analysis and you see exactly what’s possible and what it takes before committing to anything.
1
2
3
Phase 1 · Your Starting Point

Process Analysis & Architecture Proposal

We work with your team, interviewing stakeholders, mapping workflows end to end, and understanding the systems, data flows, and security requirements involved.

  • On-site or remote sessions with your operations, IT, and domain teams
  • Detailed process mapping: who does what, in which system, where it breaks
  • Architecture proposal designed for your security standards and internal review
  • Clear scope, timeline, and cost estimate for implementation

What You Get

A complete proposal — architecture, integration plan, timeline, and cost — ready to present to internal stakeholders, IT, and security. You decide whether to proceed.

Fixed priceStandalone engagement
No commitmentTo proceed further
→ Your internal review: stakeholder alignment, security approval, budget decision
Phase 2 · Build & Integrate

Development & System Integration

Based on the approved architecture, we build the AI system and integrate it with your infrastructure. Development happens iteratively, you see working components early.

  • Integration respecting your security and compliance requirements
  • Regular checkpoints so your team can review and give feedback
  • Edge cases refined together with your domain experts
  • Scope managed through milestones — if requirements shift, we re-scope transparently

What You Get

A working system integrated into your environment, tested against your real process requirements and ready for production validation.

Milestone-basedPricing
IterativeDevelopment
Phase 3 · Go Live & Handover

Production Rollout & Ongoing Support

The system goes live with real data. We monitor closely, refine based on real-world performance, and hand over with full documentation and training.

  • Controlled go-live with real workflows
  • Monitoring and rapid iteration during the initial period
  • Full documentation, training, and knowledge transfer

What You Get

A production system your team uses daily, with full ownership, documentation, and ongoing support available.

Phase 1 is a standalone engagement. You receive the full analysis and architecture proposal regardless of whether you proceed with implementation. Most clients use the Phase 1 deliverable to get internal alignment and security approval before moving forward.

WHY THEBLUE.AI

What makes working with us different

Senior engineers from day one

You work directly with the people who architect and build your system. No account managers, no layers, no handoffs to junior resources halfway through the project.

Part of the Apollogic group

We’re the AI arm of Apollogic — a 100+ person enterprise consulting group, SAP & Microsoft partner since 2006, ISO 9001 certified. You get focused AI expertise backed by institutional depth.

We integrate, never replace

Your systems stay. We build AI that plugs into what you already run — ERP, CRM, email, ticketing, file systems. No new platforms, no change management, no migration.

On-premise when you need it

Not every process can run in the cloud. We deploy on-premise, private cloud, or hybrid — adapting to your infrastructure and passing your security review, not asking you to bypass it.

OUR TECHNOLOGY

Built on LLMs and modern AI. Deployed like enterprise software.

Document Intelligence

LLM-powered extraction from unstructured documents, emails, PDFs, and scanned files — with context-aware validation.

Multi-System Integration

Custom integration layers connecting AI to your ERP, CRM, email, ticketing, and file systems in a single flow.

Production-Grade Deployment

On-premise or cloud. Monitoring, logging, exception handling, and human-in-the-loop review — built for reliability, not demos.

Continuous Learning

Systems improve over time based on corrections, edge cases, and new document types — without retraining from scratch.

WHERE AI REPLACES MANUAL WORK

If your team does it the same way every time, it can be automated

These are the types of operational processes where custom AI systems deliver the most impact. Every implementation is different, built around your specific workflows, systems, and exceptions.

INV

Invoice & PO Reconciliation

AI reads incoming invoices, matches them against purchase orders, flags discrepancies, and updates payment status. Human review only for flagged exceptions.

Typical systems: SAP, Microsoft Dynamics, DATEV

EML

Email Classification & Response Drafting

Incoming emails are read, categorized by intent, routed to the right team, and where appropriate, a draft response is generated for human review.

Typical systems: Outlook, Gmail, CRM systems

DOC

Document-to-System Data Entry

Data from PDFs, scanned documents, and unstructured files is extracted, validated, and written directly into your systems — replacing manual copy-paste workflows.

Typical systems: ERP, CRM, DMS, custom systems

LOG

Logistics & Shipment Processing

Shipment details, delivery confirmations, and order data are extracted from emails and documents, then synchronized with your operational systems automatically.

Typical systems: TMS platforms, SAP, carrier APIs

PRO

Supplier & Contract Reconciliation

Supplier documents, contracts, and delivery records are cross-referenced across systems to ensure accuracy and flag mismatches. Exceptions escalated for human decision.

Typical systems: ERP, procurement tools, DMS

SVC

Service Desk & Internal Automation

Routine tickets, internal requests, and knowledge queries are classified, routed, and where possible resolved automatically — connected to your ticketing and knowledge systems.

Typical systems: Jira, ServiceNow, SharePoint, Confluence

Don’t see your process here?

These are just common examples. If your team spends time on repetitive work that follows the same logic every time, we can likely automate it.

What to expect

Every engagement starts with a scoped analysis. Implementation is quoted separately based on your specific systems and process complexity.

From €5k

PROCESS ANALYSIS (PHASE 1)

€25k–€100k+

IMPLEMENTATION (PHASE 2-3)

TECHNOLOGY PARTNERS

Tell us which process is costing you the most

Describe the process and we’ll come back within one business day with an initial assessment and a proposal for a 30-minute scoping call.






    Data Controller Information: The controller of your personal data is theBlue.ai GmbH, headquartered in Hamburg, Germany. By submitting this form, you consent to the processing of your personal data for the purpose of responding to your inquiry. You may withdraw your consent at any time, without affecting the lawfulness of processing based on consent before its withdrawal. Based on our legitimate interest, we may also send you information about our services and solutions, but only if it relates to the topic of your message. If you prefer not to receive such communications, you have the right to object at any time. For more details on how we handle your personal data and your rights, please refer to our Information Clause and Privacy Policy.

    * Required fields.