A

AquSag Technologies Tech Stack

SAP implementation and AI/ML services for manufacturing, finance, and logistics

IT Services and IT Consulting Middletown, Delaware 51–200 employees Founded 2011 Privately Held

AquSag is a 51–200-person services firm built around two distinct technical pillars: deep SAP expertise (FICO, FI, CO, MM, SD) and AI/ML development. The hiring mix reveals where the margin is: engineering roles dominate (46 of 111 open positions), but finance roles (17) signal a push into domain-specific consulting, likely driven by projects in financial modeling and SAP S/4HANA migration. Pain-point data shows the firm is grappling with AI model accuracy and manufacturing-process optimization—not just writing code, but solving high-friction problems in ERP transformation and AI production readiness.

Tech Stack 112 technologies

Core StackABAP SAP MM SAP Jira Python Pandas NumPy FastAPI AWS Java PyTorch TensorFlow Hugging Face SAP FICO SAP FI SAP CO SAP Analytics Cloud SAP Fiori SAP SD SAP PS SAP DMS Excel PowerPoint AsyncIO GCP Azure SQL Git JSON YAML+80 more

AdoptingSAP S/4HANA

What AquSag Technologies Is Building

◆Challenges

Ai model accuracy
Optimizing manufacturing processes
Complex transaction modeling
Training ai models for financial analysis
Model regressions
Failure patterns
Adapting production strategies to automation
Improving ai model performance in manufacturing
Compliance with evolving industry standards
Fraud detection

▲Active Projects

Financial model development for ai training
Evaluation system development
Large-scale model training pipelines
Ai-driven tools development
Ai training materials development
Workflow capture for ai learning
Ai model testing in cursor
Sap s/4hana greenfield/brownfield implementation
Advanced 2d drafting workflow capture
Benchmark creation

Hiring Activity

Accelerating110 roles · 100 in 30d

Department

Engineering

46

Finance

17

Design

15

Research

7

Healthcare

5

Ops

5

Data

4

Product

4

Seniority

Mid

68

Senior

34

Junior

4

Manager

4

Company intelligence

Find more companies like AquSag Technologies by tech stack, pain points and active projects

Get started free

About AquSag Technologies

AquSag Technologies, founded in 2011 and headquartered in Middletown, Delaware, delivers custom software, AI/ML, and cloud infrastructure services to mid-market and enterprise buyers in manufacturing, logistics, healthcare, finance, and retail. The company operates a distributed model with offices in the US and India, primarily hiring engineers in India. Core service lines include SAP enterprise implementations (currently migrating clients to S/4HANA), AI/ML solution development (large-scale model training pipelines, financial analysis tools), and cloud infrastructure (AWS, GCP, Azure). The tech stack spans both legacy ERP systems and modern ML frameworks (PyTorch, TensorFlow, Hugging Face), reflecting a business positioned at the intersection of traditional enterprise modernization and emerging AI adoption.

HeadquartersMiddletown, Delaware

Company Size51–200 employees

Founded2011

Hiring MarketsIndia

Frequently Asked Questions

What SAP modules does AquSag specialize in?

AquSag uses and implements SAP FICO, FI, CO, MM, SD, Analytics Cloud, and Fiori. The company is currently adopting SAP S/4HANA and actively delivering greenfield and brownfield migration projects for enterprise clients.

What AI/ML technologies does AquSag use?

AquSag's ML stack includes PyTorch, TensorFlow, and Hugging Face. Current projects include large-scale model training pipelines, financial model development for AI training, and AI-driven tools. Pain points include AI model accuracy and model regressions in manufacturing contexts.