# Allerin > Enterprise AI and computer vision company. 19 production-ready solutions, 4 flagship products, and 18 engineering services across manufacturing, logistics, retail, insurance, transportation, and energy. Founded 2005, Austin TX. ## Products (4 Flagship Platforms) - [VISTA -- ALPR & Redaction](https://www.allerin.com/products/vista): ALPR alerts and compliant video and audio redaction with audit trails for cities, campuses and police records teams (hotlist alerts, bulk redaction, chain of custody, CAD/RMS integration); also run by fleets, corporate security, logistics and retail loss prevention. On-prem, cloud, edge or hybrid. - [SENTRA -- Traffic Analytics](https://www.allerin.com/products/sentra): Edge traffic analytics for DOTs, MPOs and cities: counts, FHWA-grade vehicle classification, speed and incident detection, ArcGIS/LRS integration, Jetson or x86 edge devices; also deployed at warehouses, distribution centers, corporate campuses and manufacturing sites. - [iPAM -- Municipal Parking Management](https://www.allerin.com/products/ipam): Parking management software for towns and cities. Camera-supported lots, free parking limits and extensions, permits and violations, with the rules and automation the city configures. Published pricing from $7,500/yr; every town of the same size pays the same flat price. - [iPAM Small Communities Program](https://www.allerin.com/products/ipam/small-communities): A free first year of iPAM for eligible small US municipalities, part of Allerin's community engagement work. Eligibility, the scope of the award and the terms that follow the first year are agreed with each town directly and sent in writing before anything is activated. Paid parking, meters, a minimum permit count and citation revenue are not criteria. - [NeuroSight -- AI Weapon Detection](https://www.allerin.com/products/neurosight): Sub-200 ms firearm detection and behavior analytics at the edge for campuses, venues and public buildings; also protecting retail, corporate, manufacturing, financial and healthcare sites. ## Solutions (19 Industry-Specific) ### Manufacturing - [QualiZer](https://www.allerin.com/solutions/qualizer): In-line defect detection. Scrap/rework down 10-25%, inspection time down 30-60%. Edge CV on production lines at 200+ FPS. MES/SCADA integration. - [VibraQore](https://www.allerin.com/solutions/vibraqore): Predictive maintenance. Unplanned breakdowns down 35%, 14-day failure forecasting. Vibration/current/thermal fusion. CMMS integration (SAP PM, Maximo, Fiix). ### Warehousing & Logistics - [StockVexel](https://www.allerin.com/solutions/stockvexel): Autonomous inventory scanning. 40% faster cycle counts, 99.2% accuracy. Drone/AMR night scans, WMS reconciliation. - [YardLytix](https://www.allerin.com/solutions/yardlytix): Dock and yard analytics. 15-30% dwell reduction, 2x trailer turns. Gate OCR, live yard map, TMS/YMS integration. ### Retail - [ShelfSentra](https://www.allerin.com/solutions/shelfsentra): Shelf compliance and on-shelf availability. OSA up 2-6pp, task recovery time down 20-40%. In-aisle CV, handheld tasking. - [Queuence](https://www.allerin.com/solutions/queuence): Queue and staffing analytics. Wait time down 20-40%, walk-offs down 15-30%. Predictive models, WFM integration, privacy-preserving. ### Insurance & Financial - [ClaimSentra](https://www.allerin.com/solutions/claimsentra): Roof/property claims triage. Claim cycle down 30-50%, desk settlements up 35%. Aerial damage scoring, Xactimate/Guidewire integration. - [ClaimVista](https://www.allerin.com/solutions/claimvista): Claims automation and adjudication. Cycle time down 30-50%, 95%+ extraction accuracy. OCR, fraud signal detection, adjuster productivity suite. - [CompliChek](https://www.allerin.com/solutions/complichek): Policy form compliance validation. SERFF objections down 85%, 98%+ validation accuracy. State-specific regulatory rules, audit trail generation. - [DocQore](https://www.allerin.com/solutions/docqore): Government document processing. 1,000+ pages/hour, 95-98% OCR accuracy. Microfilm/paper digitization, PII redaction, searchable archive. - [FraudLens](https://www.allerin.com/solutions/fraudlens): Insurance fraud detection. 3x more fraud detected vs rules-based, 75% fewer false positives. Image forensics, network analysis, SIU workflow integration. ### Transportation & Rail - [RailAurex](https://www.allerin.com/solutions/railaurex): Track and catenary inspection. Inspection time down 30-50%, 95%+ defect detection. Video/LiDAR, geo-tagged findings, EAM work orders. - [RailGuard](https://www.allerin.com/solutions/railguard-row-monitoring): Right-of-way monitoring and clearance. Survey time 35-45% faster, 60-80% more encroachments detected. Vegetation detection, seasonal intelligence, FRA 49 CFR 213.321 compliance. - [TrackSentinel](https://www.allerin.com/solutions/tracksentinel-defect-detection): Surface defect detection for track components. Rail cracks, tie condition, fastener integrity, ballast assessment. FRA-compliant documentation. - [FleetTherm](https://www.allerin.com/solutions/fleettherm-thermal-monitoring): Rolling stock thermal monitoring. Wheels, bearings, brakes. Depot-based thermal profiling, predictive maintenance, CMMS integration. - [SignalEye](https://www.allerin.com/solutions/signaleye-signal-monitoring): Signal and switch monitoring. 50-70% earlier lamp degradation detection, 60-75% faster fault documentation. PTC integration. ### Energy & Utilities - [GridAurex](https://www.allerin.com/solutions/gridaurex): Transmission line inspection. 45% faster cycle times, 90-95% defect detection accuracy. Drone/helo feeds, GIS asset mapping. - [HelioLytix](https://www.allerin.com/solutions/heliolytix): Solar PV thermal monitoring. 2-8% production recovery, 94% F1 score. IEC 62446-3 compliance, revenue-prioritized maintenance. - [ThermaSentinel](https://www.allerin.com/solutions/thermasentinel): Leak/flare monitoring. Leak detection time down 60%, EPA/LDAR compliance. Methane detection from thermal/OGI sensors. ## Services (18) - [Agentic AI Systems](https://www.allerin.com/services/agentic-ai): Multi-agent automations with guardrails and HITL review. A working agent in 4-6 weeks, production in 8-12 weeks. - [GenAI Product Accelerator](https://www.allerin.com/services/genai-accelerator): Production-ready RAG features in 4-6 weeks. Vector pipeline, evals suite, safety monitoring. - [Computer Vision FastTrack](https://www.allerin.com/services/computer-vision-fasttrack): PoC-to-production edge CV pipeline. Custom model training, Jetson/x86 deployment, MLOps workflows. 4-8 weeks. - [Data & Analytics Platform](https://www.allerin.com/services/data-analytics-platform): GIS + KPI dashboards with data quality spine. Report prep time down 75%. 3-6 weeks. - [MLOps & Model Operations](https://www.allerin.com/services/mlops-model-ops): Model registration, label-backed quality checks and compatible rollback. Includes a runnable synthetic demonstration; local tests do not establish a production SLA. - [Platform Modernization](https://www.allerin.com/services/platform-modernization): Modular monolith first, APIs, observability. Zero-downtime cutover, p95 latency reduction. 4-8 weeks. - [AI Security & Compliance](https://www.allerin.com/services/security-compliance): AI-specific threat assessment, SOC 2 + NIST AI RMF compliance. Prompt injection, model theft, data poisoning protection. 4-8 weeks. - [Product Pods](https://www.allerin.com/services/product-pods): Dedicated engineering teams with fractional leadership. 4x feature velocity, less than 10% sprint carry-over. - [AI Platform & Orchestration](https://www.allerin.com/services/ai-orchestration): Multi-agent control plane with routing, guardrails, audit trails. Fraud screening cut from $0.18 to $0.04 per transaction for a global bank. 3-5 weeks. - [Rapid Prototyping Lab](https://www.allerin.com/services/rapid-prototyping): Executive-ready prototypes and tech spikes in 2 weeks. User-tested, clear go/no-go decision. - [PoC to Production](https://www.allerin.com/services/poc-to-production): Takes a pilot that works in the demo the rest of the way: production architecture, shadow mode, then 5%, 25% and all traffic with evaluation gates and an exercised rollback. 8-16 weeks. - [AI Implementation Services](https://www.allerin.com/services/ai-implementation): Allerin puts senior forward-deployed engineers into a US mid-market company's own codebase (Rails, Java or .NET) to get one AI workflow into production with evals, monitoring, KPI gates and rollback. Fixed-price diagnostic ($15k-25k, 2-4 weeks) and production pilot (typically $80k-150k, 8-16 weeks), then embedded engineering ($30k-40k per senior engineer-month) or a run-and-improve retainer ($10k-25k/month). Client owns all code. Works with existing Copilot, Agentforce, ChatGPT Enterprise and Claude contracts. - [AI Infrastructure & Governance Planning](https://www.allerin.com/services/ai-infrastructure-governance): Governance enforced in the platform, not a policy document: an owner for every control, one gateway with hard per-team budgets, guardrails, agent audit records, data boundaries. 2-3 weeks, fixed scope. - [Integration FastTrack](https://www.allerin.com/services/integration-fasttrack): Production-ready connectors with test suites. 99.5%+ sync success, dual-run validation. 3-6 weeks. - [Rails upgrades](https://www.allerin.com/services/rails-upgrades): Assessment-first upgrades to Rails 8.1 for apps on 4.2 through 8.0, one minor version per branch and deploy, Ruby stepped separately, dual boot in the client's CI. States when Allerin is not the right fit. Rails 7.2 lost security fixes on 9 August 2026; 8.0 loses them on 7 November 2026. - [DevOps & Platform Engineering](https://www.allerin.com/services/devops-platform-engineering): Infrastructure as code, CI/CD with tested rollback, observability, and spend guardrails for Cloudflare and AWS estates. Readiness assessment in 2-3 weeks. - [AI Architecture Audit](https://www.allerin.com/services/ai-architecture-audit): A fixed-scope audit that measures where your LLM stack leaks money and accuracy from your real usage data. Start with the free 3-minute diagnostic, end with a prioritized fix plan. - [Ruby on Rails](https://www.allerin.com/services/ruby-on-rails): The Rails practice hub; sub-pages in the next section. ## Ruby on Rails - [Ruby on Rails consulting](https://www.allerin.com/services/ruby-on-rails): Allerin has written Rails since 2005 from Austin, Texas. Four doors: Rails upgrades and modernization, Rails product builds, forward-deployed Rails engineers, and Rails rescue and takeover. The page opens with twelve diagnostic questions a Rails lead can answer against their own repository. No retainers, no monthly plans, no quote before the code is read. - [Rails upgrades](https://www.allerin.com/services/rails-upgrades): Assessment-first upgrades to Rails 8.1 for apps on 4.2 through 8.0, one minor version per branch and deploy, Ruby stepped separately, dual boot in the client's CI, with the per-jump ladder of what breaks. States when Allerin is not the right fit. - [Build a Rails product](https://www.allerin.com/services/ruby-on-rails/build): Rails 8.1 builds with the authentication generator, Solid Queue, Solid Cache, Solid Cable and Kamal 2 from day one, model work in a Python service beside Rails, handed over with tests and documentation. - [Forward-deployed Rails engineers](https://www.allerin.com/services/ruby-on-rails/embedded-engineers): Senior Rails engineers chosen by the client from full profiles who stay on the engagement, work inside the client's repository and standups, and are accountable for a named outcome. - [Rails rescue and takeover](https://www.allerin.com/services/ruby-on-rails/rescue): Taking over a Rails codebase another team left broken: a reproducible build and deploy first, the highest-risk defects next, rebuild only when the assessment says so in writing. - [Twelve questions to ask any Rails firm](https://www.allerin.com/services/ruby-on-rails/questions): Support dates, libvips and CVE-2026-66066, the Ruby the image boots, gem debt, load_defaults drift, dual boot, coverage, the asset pipeline, the Active Job adapter, rollback, and where LLM calls run, each with the check that answers it. - [Rails and Ruby support calendar](https://www.allerin.com/services/ruby-on-rails/support-calendar): Dated table with sources; as of 2026-09-04 Rails 8.0.x security fixes end 2026-11-07 and 8.1.x run to 2027-10-10; Ruby floors per Rails series; libvips per distribution; Heroku dates. - [In their words](https://www.allerin.com/services/ruby-on-rails/in-their-words): Public recommendations of Allerin's founder, 2007 to 2012, quoted verbatim by relationship and date. - [Rails library](https://www.allerin.com/services/ruby-on-rails/library): Allerin's Rails writing since 2013, marked for what still applies. ## Industries (6) - [Manufacturing](https://www.allerin.com/industries/manufacturing): Defect detection, predictive maintenance, worker safety. 27% scrap reduction, 35% fewer breakdowns. - [Warehousing & Logistics](https://www.allerin.com/industries/warehousing-logistics): Inventory scanning, dock/yard analytics, pick optimization. 40% faster cycle counts. - [Retail](https://www.allerin.com/industries/retail): Shelf compliance, queue analytics, back-room scanning. 18% OSA improvement. - [Insurance & Government](https://www.allerin.com/industries/insurance-government): Claims automation, compliance, document processing, fraud detection. 43% faster claims cycle. - [Transportation & Rail](https://www.allerin.com/industries/transportation-rail): Track inspection, ROW monitoring, thermal monitoring, signal monitoring. 31% fewer track incidents. - [Energy & Utilities](https://www.allerin.com/industries/energy-utilities): Line inspection, solar PV analytics, leak/flare monitoring. 45% inspection time reduction. ## Resources - [ALPR & Redaction Policy Guide](https://www.allerin.com/resources/alpr-redaction-policy-guide): Field guide to shipping ALPR and video/audio redaction that stands up to PRA/FOIA and CJIS-style audits. - [Edge Computer Vision Production Blueprint](https://www.allerin.com/resources/edge-computer-vision-production-blueprint): Practical blueprint from PoC to stable edge CV -- datasets, accuracy gates, latency budgets, operational review loops. - [Model rollback demonstration](https://www.allerin.com/resources/model-rollback-demo): Runnable synthetic registration, canary evaluation and restoration of compatible model, features and configuration. Separates input drift, unavailable labels and measured quality. - [Agentic AI Guardrails & Evals Guide](https://www.allerin.com/resources/agentic-ai-guardrails-evals-hitl): A runnable synthetic workflow tests authorization, expiring human approvals, duplicate calls, retries and audit records. ## Compare (decision pages) - [AI engineering partner vs in-house team](https://www.allerin.com/compare/ai-partner-vs-in-house-team): Hire five ML engineers or partner with a firm that has shipped production AI; timelines, costs and survival rates compared. - [AI proof of concept vs production](https://www.allerin.com/compare/ai-poc-vs-production): Why most AI dies as a demo; the gap between a PoC and production is architectural, and what is different. - [Boutique AI firm vs Big 4 consultancy](https://www.allerin.com/compare/boutique-ai-vs-big-consultancy): Big 4 AI practices charge 3-5x more and staff juniors after the pitch; boutique firms ship the seniors who sold the work. ## Dedicated AI Teams - [Dedicated AI Teams](https://www.allerin.com/dedicated-ai-teams): A dedicated senior AI team working only on your problems, with MLOps pipelines and model governance built in, first model in production in 90 days, and a build-operate-transfer option. - [Dedicated AI Team, 90-day blueprint](https://www.allerin.com/dedicated-ai-teams/blueprint): Six phases: discovery, architecture, team assembly, platform setup, first deployment, governance handoff. - [Engagement models](https://www.allerin.com/dedicated-ai-teams/engagement-models): Build-Operate-Transfer, Hybrid and the Team Readiness Sprint, compared on investment, timeline and deliverables. - [MLOps pipeline setup](https://www.allerin.com/dedicated-ai-teams/mlops-pipeline-setup): Data pipelines, model development, deployment automation, monitoring and governance, operational in weeks. ## Customers - [Customer stories](https://www.allerin.com/customers): 15 case studies with measured outcomes across SaaS, healthcare, logistics, finance and the public sector; each has its own page under /customers/. ## Assessments and conversion pages - [AI strategy for engineering leaders](https://www.allerin.com/ai-strategy): Routes the five questions engineering leaders bring (a vague mandate, LLM cost and accuracy, platform controls, security proof, a stalled pilot) to a fixed-scope answer run by the team that builds it. No strategy sprint; a large firm is named as the better fit for company-wide transformation programs. - [AI Production Readiness Assessment](https://www.allerin.com/ai-readiness-assessment): A five-minute assessment with a score and recommendations. - [AI Architecture Diagnostic](https://www.allerin.com/ai-architecture-diagnostic): Map a RAG or LLM architecture and quantify where it leaks money and breaks under load. - [Platform Readiness Check](https://www.allerin.com/platform-readiness-check): Twelve questions on infrastructure as code, deploy safety, observability, spend, access and resilience; results immediately, no email required. - [SOC 2 for startups](https://www.allerin.com/soc-2-for-startups): Audit-ready in 8-12 weeks without building an internal security team. ## Company - [About Allerin](https://www.allerin.com/about): Who we are, how we work, and the practices behind the products and services. - [How we work](https://www.allerin.com/about/methodology): The methodology behind every engagement, from discovery to the KPI gate. - [Trust Center](https://www.allerin.com/trust): Security, privacy and compliance posture, with the documents procurement asks for. - [How we measure](https://www.allerin.com/how-we-measure): How outcomes are measured and reported on every engagement. - [Outcome Discovery Engine](https://www.allerin.com/outcomes): A four-step ROI planner. Pick an industry and up to three AI use cases, enter your current state, and get Year-1 ROI, payback and 3-year NPV with scenario bands and sensitivity, computed from your own inputs and the tool's stated assumptions. - [ROI calculator](https://www.allerin.com/roi-calculator): Payback estimates, with dedicated calculators for agentic AI (https://www.allerin.com/roi-calculator/agentic), computer vision (https://www.allerin.com/roi-calculator/cv) and modernization (https://www.allerin.com/roi-calculator/modernization). - **Name**: Allerin US Inc. - **Founded**: 2005 - **HQ**: Austin, Texas, USA - **Contact**: contact@allerin.com | +1-512-200-2416 - **Website**: https://www.allerin.com - **LinkedIn**: https://www.linkedin.com/company/allerintech - **Specialties**: Computer Vision, Edge AI, Agentic AI, GenAI/RAG, MLOps, Data Analytics, Platform Modernization ## Optional - [llms-full.txt](https://www.allerin.com/llms-full.txt): Detailed version with full descriptions, capabilities, outcomes, and deployment options for every product, solution, and service.