Hidden Data Potential
Data Science, Artificial intelligence and machine learning solutions for Growth and Cost Management
IoT – Mobile – Corporate – Operations – Customer Service – Finance – HR
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Providing Innovation with Every Solution
Avemac Consulting is a data science, machine learning and product development company. We are focused on helping clients find better ways to leverage data for enhanced product and service offerings that enable growth and operational efficiency.
Our consultants are not just data scientists and engineers, we understand business operations and how to abstract data systems for a complete view of each revenue stream and workflow. We utilize market understanding, statistical validation and machine learning to create dynamically adaptive solutions ready for integration with your existing or new products and services.
By thoroughly understanding your business environment and key drivers we ensure our solutions deliver reliable performance, automated decision-making and are seamless extensions of your operational systems.
We leverage the same event prediction expertise to develop full life-cycle solutions for telecommunications and mobile networks that integrate seamlessly with your existing systems.
Avemac Consulting engineers understand customer service processes, ecommerce and management systems. We help identify and establish the models needed to predict retention issues and improve churn specific to your business.
For B2B services, understanding how clients utilize your systems can reveal many areas for improvements and business development opportunities.
By leveraging our advanced machine learning and artificial intelligence experience to augment your product development and data science teams, we grow service portfolios for B2B SaaS and managed services models by organizing and modeling your business data so you can take full advantage of the resources you already have in place.
Service platforms also collect an enormous amount of data that can describe how clients use exposed functions and in what order. This workflow knowledge is a great source for discovering system improvements and new features.
The Avemac team has spent decades building SaaS ecosystems for horizontal and vertical scaling in distributed, global environments and can help your engineering and product development teams improve capabilities and hit target client SLAs.
We use the latest technologies, methods and providers; creating the best solution based upon a detailed review. For advanced custom machine learning we focus on Python, C++, PyTorch / Tensorflow, Pandas, Numpy, Scikit-Learn, SciPy and Matplotlib for data evaluation, preparation, modeling and integration.
For other implementations we may utilize AWS Sagemaker, AWS EMR, AWS Redshift, MLFlow, Kubeflow, Apache Spark, Apache Hadoop, Apache Kafka, HuggingFace, NLTK, SpaCY, GloVe, Gensim, Graph databases, NoSQL databases, RDBMS systems, stored procedures and SQL.
We thrive on complex systems and finding data relationships that depict accurate workflows from inaccurate for many different process types. The more common systems include forward / reverse logistics, customer billing, payment processing, order processing and fulfillment, service provisioning, inventory / warehouse management, metrics / KPIs, customer care, provider monitoring and service desks.
Modeling key audit points with machine learning inference can provide an effective method for identifying financial concerns before they become big problems.
Avemac engineers can implement custom solutions to your specifications with a specialization in P&L, provider cost analysis, inventory, consumer and wholesale billing, and customer lifetime value.
Our solutions identify sentiment and behavior topics from email communications, documentation and administrative systems to help align your teams, understand management communication impacts and raise overall productivity.
Our engineers design and build enterprise-grade data and service solutions for distributed cloud and on-premise end-to-end production machine learning pipelines using custom developed, open source and commercial solutions.
We also establish new data science teams, define structure and create process definitions to get your organization moving in the right direction from the start.
Full Lifecycle Expertise
From concept to implementation and in between, regardless of whether the effort is large or small, we can help guide your project to completion.
If your company is new to artificial intelligence and machine learning technologies there are only a few options available; depending on how urgent the need. If time permits, recruiting skilled resource as employees or slowly training internal resources are options. If capable internal resources are available then the option to reassign, train and back-fill is available. For rapid deployments, hiring an external advisory and engineering team is the way to go. Avemac Consulting can help establish new teams, processes and best practices for internal resources or manage projects end-to-end as an outsourced partner.
- Advisory (Technical and Business Application)
- Assessments (Existing Teams, Systems, Processes)
- Designs (Initial Setup, ETL, Pipelines, Enhancements)
- Discovery (Datasets, Integration Points, Features)
- Engineering (Algorithms, Development, Setup)
- Product (New Services, Enhancements, Planning)
- Proof of Concepts (MVP Roadmaps, Documentation)
- Research (Feasibility, Breakthroughs, Cost)
Extensive Knowledge Domain
It takes years of training and experience to establish credible expertise in any technology domain, but especially within the data science and machine learning technologies. Building that skill set internally is a significant commitment of capital and time that may or may not result in expected deliverables. The engineers at Avemac Consulting have established experience with an extensive depth and breadth of data management and technology disciplines that enable quick acclimation to client environments, a true understanding of practical applied technology for reliable performance and a clear acumen for balancing business need with system capabilities.
- Machine Learning and Data Science
- Business Intelligence and Analytics
- Data Management and Warehousing
- ETL Data Processing and Pipelines
- Cloud / Hybrid Infrastructure Design
- High-Performance and Reliability
- Secure API Gateways (REST / SOAP)
- Disaster Recovery / Business Continuity
- Operational Support Systems
- Supply Chain / Logistics Processing
- Inventory / Warehouse Management
- Payment Platforms / Merchant Services
- Managed Services Platforms
- IoT SaaS / Network Ecosystems
- Mobile Networks / MVNO Operations
- SaaS/Paas Architecture / Management
- Technology Planning / Team Structure
- DevOps Process and Procedure
- Vendor Management / Negotiation
- Product / Service Development
- Customer Service Systems / Operations
- Ecommerce Sales / Integrations
- Order Fulfillment / Provisioning Services
- Subscription / Event Billing Solutions
Articles and News
Traditional product development processes rely too heavily on commercial market case studies. Adding logical product development behavior flow reduces external costs and improves accuracy.
About Avemac Consulting
Founded in 2019, Avemac Consulting is an IT Advisory and Solutions Development company focused on machine learning, artificial intelligence, IoT and SaaS development. Services include advisory expertise, solutions design, interim management, policy/procedure improvements, product development and hands-on engineering.