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AIAn Alian Software company

Service pillar

Data & Intelligence

When your data is begging to be useful.

Predictive ML, computer vision, and generative content pipelines. Turn the data you already have into decisions, alerts, and downstream products.

Book a 20-min scoping call →Try our AI on your problem ↑

What you get

  • Predictive models (churn, demand, downtime, quality) using the right tool — classical ML or LLMs, not whatever's trendy
  • Computer vision pipelines for quality control, document understanding, and physical-world automation
  • Generative content pipelines — image, video, voice — wired into your publishing workflow
  • Data engineering glue: dbt, Airflow, Dagster — whichever fits your stack
  • Eval, monitoring, retraining cadence — models that stay accurate after week one

When this is the right fit

  • You have data sitting in warehouses no one queries
  • Your QC team is the throughput bottleneck
  • Your content team is the throughput bottleneck

Sample builds

  • Predictive maintenance for machine fleets

    LightGBM + classical ML on SCADA/IoT telemetry, retrained weekly, surfacing alerts to ops before downtime happens.

  • Vision QC for production lines

    YOLO-based defect detection with active-learning loops. Routes uncertain cases to inspectors instead of guessing.

  • End-to-end content pipeline

    Idea generation → script → voiceover → thumbnails → publishing → repurposing. With humans approving at the 3 spots that matter.

Tech we reach for

  • scikit-learn
  • XGBoost / LightGBM
  • YOLO
  • OpenCV
  • ElevenLabs / Runway
  • dbt / Airflow / Dagster
  • Modal / Replicate

Related case studies

FAQ

  • No, but you'll save weeks if you have one. We work with what you have — flat files, Postgres tables, S3 dumps — and tell you honestly when a data engineering pass needs to happen first.

Talk to a human about this.

20 min. No deck. We'll tell you what's possible — and what isn't.

Book a 20-min call →See pricing

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