Services

From a question about your data to a system in production.

Three disciplines, one team. Most projects use more than one of them.

01 · Models

AI/ML Model Development & Research

Custom models, fine-tuning, and applied research. We build and evaluate against your data and your metrics not leaderboard benchmarks that don't survive contact with production.

  • Fine-tuning and adapter training
  • Retrieval pipelines with evaluation harnesses
  • Baseline-first benchmarking on your data
  • Error analysis and failure-mode taxonomies

02 · Automation

Business Process Automation

We find the hours your team loses to repetitive work and hand them back. Document processing, data pipelines, and AI-assisted workflows that fit the tools you already use.

  • Document extraction and classification
  • Human-in-the-loop review queues
  • Data pipelines and scheduled jobs
  • Throughput and accuracy instrumentation

03 · Systems

AI/ML System Development & Integration

Production AI end to end: inference services, APIs, data infrastructure, monitoring. Designed to integrate with your stack and to keep working after launch day.

  • Inference services and batch pipelines
  • Model registries and reproducible builds
  • Drift, latency and cost monitoring
  • Handover documentation and runbooks

Tell us what you're building.

Send a few lines about your project. We read everything and reply within two business days.

More about how we work.