AI SERVICES
We Don't Experiment with AI. We Ship It.
Production discipline, not lab experiments. We bring twenty years of enterprise engineering to AI — from computer vision on edge devices to LLM-powered agent architectures.
AI SERVICES
Production discipline, not lab experiments. We bring twenty years of enterprise engineering to AI — from computer vision on edge devices to LLM-powered agent architectures.
01 — CAPABILITIES
Damage detection, image classification, object recognition, and visual inspection systems.
Real-time inference on mobile GPUs. Offline-capable. Privacy-preserving processing without cloud dependency.
Multi-agent architectures, RAG systems, and custom LLM integrations for enterprise workflows.
End-to-end ML lifecycle management. Training, deployment, monitoring, and continuous improvement at scale.
Intelligent document processing, chatbots, text analysis, and automated data extraction from unstructured content.
Risk modeling, forecasting, anomaly detection, and decision support systems backed by statistical rigor.
02 — OUR APPROACH
Five phases, run sequentially with iteration loops. We bring the same discipline to a two-week proof-of-concept as we do to a six-month build — the depth of each phase scales with the engagement.
01
Map the business outcome to data reality — what's available, what's missing, what's actually feasible.
02
Design for production from day one — data flow, model lifecycle, integration surfaces, and failure modes.
03
Ship working software, not Jupyter notebooks. Tested, version-controlled, code-reviewed by people who own the outcome.
04
Roll out behind feature flags, with rollback paths, monitoring hooks, and a runbook your team can operate without us.
05
Production AI drifts. We instrument model performance, data quality, and business impact — and act on the signals.
03 — APPLICATIONS
Application patterns we're equipped to build for carriers and enterprise teams. Each is tailored to your data, your systems, and your risk appetite — not a pre-baked product.
Insurance
On-device computer vision for first-notice-of-loss damage capture. Policyholders document damage from their phone, with photo quality graded before submission.
Document Processing
Structured extraction from ACORD forms, declarations pages, and submission packets. Layout-aware parsing with confidence scores and human-in-the-loop review.
Enterprise
Forecasting and outlier detection for claims patterns, fraud signals, and operational metrics. Modelled on your data — no off-the-shelf scoring black boxes.
Have a different problem in mind? Tell us about it →