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Services

Outcome-driven AI engineering, ordered the way a buyer moves: diagnose, build, run, modernize.

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Scope the problem and de-risk the decision before you commit a build budget.

AI Architecture Audit

A fixed-scope audit that measures where your LLM stack leaks money and accuracy, run on your real usage data, ending in a prioritized fix plan your team can execute.

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Rapid Prototyping Lab

A two-week lab that turns a risky idea into a user-tested prototype and a technical spike, ending in a clear build, park, or pivot call.

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Build & ship

Take an AI capability from working prototype to production.

Product Pods

A dedicated cross-functional pod that owns a slice of your roadmap and ships on a predictable cadence, with transparent velocity and quality metrics.

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Data & Analytics Platform

KPI and GIS dashboards on a governed warehouse, with data-quality checks and alerting so the numbers your team acts on hold up.

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Computer Vision FastTrack

Takes a computer-vision model from proof-of-concept to production on edge or cloud, with measured precision, low-latency inference, and drift monitoring.

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GenAI Product Accelerator

A build track that ships a production RAG feature grounded in your own data, with accuracy evals, safety gates, and cost-per-query tracking.

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Agentic AI Systems

Multi-agent systems that carry out back-office decisions under policy guardrails, with a human reviewer on the exceptions and an audit trail on every action.

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Run & govern

Keep production AI reliable, observable, and compliant after launch.

AI Platform & Orchestration

One control plane to route, run, observe, and govern multi-model and multi-agent apps, with cost policies, guardrails, and audit trails.

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AI Security & Compliance

Security hardening built for AI failure modes (prompt injection, model theft, data poisoning), mapped to SOC 2, NIST AI RMF, HIPAA, and CJIS with audit-ready evidence.

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MLOps & Model Operations

Model registry, drift monitoring, and one-click rollback that keep already-deployed models reliable months after launch, not just on launch day.

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Modernize & integrate

Upgrade the platform underneath, without a feature freeze.

Rails Upgrades without Feature Freeze

In-place Rails and Ruby upgrades while you keep shipping, using dual-boot and blue-green cutovers, safe migrations, and measurable p95 and CVE wins.

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Integration FastTrack

Production-ready connectors between your systems, with contract tests, retry and idempotency logic, and dual-run reconciliation before cutover.

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Platform Modernization

Modernizes a legacy platform without a feature freeze: modular boundaries first, then observability and cost controls, with dual-run validation for a zero-downtime cutover.

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    AI Engineering Services | Allerin