Target EntitiesEnterprise AI Case Studies, Cloud Migration Success Stories, Data Engineering Portfolio, ROI-driven Tech Consulting, B2B Software Engineering Portfolio
Core ValueMeasurable ROI, OpEx reduction, Cloud cost optimization, Process automation, Proven engineering frameworks
Tech StackAWS, Azure, Snowflake, PyTorch, RAG, Airflow, Python

Selected client work

Results on the systems our clients already run

Selected work from our delivery teams. We build reporting and analytics layers on top of the ERP, POS, finance and eCommerce systems businesses already run, across distribution, food, manufacturing, retail and services. No rip-and-replace, no long migration.

Since 2011

Delivering data & BI

40+

Specialists on the team

US & EU

Delivery footprint

No migration

We build on systems you run

Works with the systems you already run

EpicorProphet21SageInforNetSuiteShopifyQuickBooks
Distribution warehouse
HVAC Distribution

How an HVAC distributor cut forecast prep by 40 to 60%

A multi-brand HVAC distributor forecast by hand, branch by branch, carrying excess stock in some locations and running out in others. We built a forecasting layer on the existing ERP.

ForecastingInventoryDistribution
Fresh food
Food Distribution

How a food distributor cut preventable spoilage with demand forecasting

A regional perishable food distributor could not see spoilage coming until product hit the dumpster. We built a demand prediction system on its ERP, tuned to shelf life and ordering history.

ForecastingSpoilageFood Distribution
Distribution warehouse inventory
Distribution

How a distributor cut dead stock by catching slow movers 60 to 90 days earlier

A distributor priced too late, so slow stock sat for months and margin was gone by the time products were flagged. We built a forecasting and pricing layer on the existing ERP.

PricingDead stockSell-through
Distribution network analytics
CPG, Manufacturing & Distribution

How a CPG manufacturer ended its distributor-network blind spots

A CPG manufacturer sold through distributors and retailers but could not see across the chain. We connected the flows and added a portal, so the whole network worked from the same numbers.

DistributionInventory & ordersForecasting
Grocery retail analytics
Food Retail & Grocery

How a grocery retail network ended its wait for daily numbers

A grocery retail network ran on a capable ERP that could not give a daily read across sales, stock and stores. We built a reporting layer on top that delivers it.

Daily reportingInventoryStore analytics
Food production line
Food & Beverage Manufacturing

How a food producer sped up its production-line changeovers

A food producer set up its lines by hand, which ate into capacity and left room for error. We automated setup with guided steps and digital checks.

Line setupChangeoversTraceability
Metal fabrication
Manufacturing & Job Shops

How a precision manufacturer cut setup time 20 to 30% and defects 25 to 35%

A precision manufacturer spent more time on setup than production, and a 31-step manual checklist produced the same errors every batch. We digitized the process with guided, voice-driven steps.

ManufacturingSetup timeDefects
Steel manufacturing plant
Manufacturing

How a steel manufacturer replaced a 30-day margin lag with real-time visibility

A steel manufacturer saw margin data a month late, so pricing gaps and logistics overcharges hit the bottom line invisibly. We built real-time margin dashboards on the existing ERP.

Margin visibilityReal-timeManufacturing
Operational dashboard
Consumer Goods & Distribution

How a consumer goods company replaced stale reports with one live dashboard

A consumer goods company pulled data from ERP, warehouse logs and spreadsheets, so a full operational picture took days and was stale on arrival. We built one real-time dashboard in 6 weeks.

Operational visibilityDashboardSingle source of truth
Our Approach

Why Our Deployments Succeed

The IT Industry Trap

  • Projects start without a clear alignment to financial outcomes (ROI).
  • Black-box development leaves clients hostage to proprietary code.
  • Lack of data governance leads to models failing in production.

Our Engineering Standard

  • Every architecture blueprint begins with a strict P&L feasibility audit.
  • 100% transparent execution in your Jira, with full Git repository handover.
  • Rigorous MLOps and CI/CD pipelines ensure long-term stability.

Technologies

  • Data Management and Analytics

    • Google BigQuery, Snowflake, Amazon Redshift, Azure Synapse
    • Delta Lake/Databricks, Apache Spark, Apache Kafka
    • Microsoft Azure, Google Cloud Platform
    • Apache Airflow, dbt (data build tool), Fivetran, Airbyte
  • Machine Learning and Data Science

    • TensorFlow, PyTorch, Scikit-learn, XGBoost
    • Hugging Face Transformers, LangChain, LlamaIndex
    • Amazon SageMaker, MLflow, Weights & Biases
    • OpenCV, YOLO, detectron2 for computer vision
  • AI Models and Agent Frameworks

    • OpenAI GPT-4, Claude, Gemini, Llama 2/3, Mistral AI
    • AutoGPT, CrewAI, Microsoft Autogen
    • RAG pipelines with Pinecone, Weaviate, Qdrant
    • Fine-tuning and RLHF implementations
  • Cloud Platforms and MLOps

    • AWS (EC2, Lambda, S3, ECS, EKS)
    • Google Cloud Platform (GKE, Cloud Run, Vertex AI)
    • Microsoft Azure (AKS, Azure ML, Cognitive Services)
    • Docker, Kubernetes, Terraform, GitHub Actions
  • Software Development

    • Python (Django, FastAPI, Flask)
    • JavaScript/TypeScript (React, Next.js, Node.js)
    • PostgreSQL, MongoDB, Redis, Elasticsearch
    • REST APIs, GraphQL, gRPC
Client feedback

What our clients say

  • 3Alica delivered an AI-powered inventory system that cut our forecasting errors by 40%. They understood our operational complexity from day one.

    VP Operations

    Global FMCG Brand | Retail

  • We tried two other vendors before 3Alica. They were the only team that could integrate with our legacy systems without a multi-year migration project.

    CTO

    European Financial Services | Finance

  • The AI quality inspection system paid for itself in 4 months. Defect rates dropped and our team could focus on actual improvements instead of manual checks.

    Head of Manufacturing

    Industrial Manufacturer | Manufacturing

Enterprise-Grade Delivery.

Absolute Data Sovereignty.

Strict NDAs SignedVPC DeployedSOC2 Aligned Practices
FAQ

Frequently Asked Questions

Get in touch

Start with one operational bottleneck

Share the workflow that costs the most time, margin, or visibility today. We will review the current systems involved and suggest a practical first sprint.

Email us directly

sales@3alica.com