# Perimattic

> Perimattic builds custom software for enterprises in the USA and UK — AI development, SaaS platforms, application modernization, and manufacturing software. Production-ready systems delivered by senior engineers, not endless pilots.

## Overview
- [Building since 2018](https://perimattic.com/): Custom AI agents, generative AI systems, and intelligent automation built for production and delivered for enterprises across the United States and United Kingdom.
- [Software Development Services: AI, SaaS & DevOps | Perimattic](https://perimattic.com/what-we-do/): AI development, SaaS platforms, modernization, manufacturing software & DevOps for USA/UK enterprises. Production systems, not endless pilots.

## Service Pillars
- [AI Development Services | Custom AI Solutions | Perimattic](https://perimattic.com/what-we-do/ai-development-services/): Custom AI development services from proof of concept to production: data pipelines, model training, RAG, and API integration, delivered on clear timelines.
- [Application Modernization Services | Perimattic](https://perimattic.com/what-we-do/application-modernization-services/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [Manufacturing Software Development Services | Perimattic](https://perimattic.com/what-we-do/manufacturing-software-development-services/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [SaaS Platform Development | Custom SaaS Engineering | Perimattic](https://perimattic.com/what-we-do/saas-platform-development/): Perimattic builds enterprise-grade SaaS platforms - multi-tenant architecture, subscription billing, cloud-native infrastructure, and API integrations.

## Service Clusters
- [AI Agent Development Services & Company | Perimattic](https://perimattic.com/what-we-do/ai-agent-development-services/): AI agent development services from an AI agent development company with US, UK and India teams: production AI agents and multi-agent systems, built to run.
- [AI Development Services](https://perimattic.com/what-we-do/ai-automation-services/): A buyer's guide to AI automation services: what they include, consulting vs implementation, cost drivers, build vs buy, and what to automate first.
- [Image and Video Annotation](https://perimattic.com/what-we-do/ai-data-annotation-services/): Perimattic provides professional AI data annotation and labeling services - creating high-quality, consistent training datasets for computer vision, NLP, and machine learning models with rigorous quality assurance and domain expertise.
- [Performance Dashboards](https://perimattic.com/what-we-do/ai-model-monitoring-services/): Perimattic builds AI model monitoring solutions that continuously track accuracy, detect data drift, and trigger automated alerts before production degradation impacts your business.
- [MVP Development Services](https://perimattic.com/what-we-do/ai-mvp-development/): AI MVP development explained: how an AI MVP differs from a regular MVP, model options, evaluation, timelines, cost drivers and when not to build one.
- [AWS AI Strategy and Architecture](https://perimattic.com/what-we-do/aws-ai-ml-services/): Perimattic builds production-grade AI and machine learning solutions on AWS - Amazon Bedrock, SageMaker, Rekognition, Textract, and more. Cloud-native AI at enterprise scale.
- [Bespoke Software Development for UK Businesses | Perimattic](https://perimattic.com/what-we-do/bespoke-software-development/): Bespoke software development for UK businesses. Scoped in writing, priced in GBP before work starts, with code and IP in your name from the first commit.
- [Cloud Migration Services, Priced by Workload | Perimattic](https://perimattic.com/what-we-do/cloud-migration-services/): Cloud migration services priced by workload — rehost, replatform, refactor, or exit. Fixed written quote from a two-week assessment; you own the accounts.
- [Microservices Architecture and API Design](https://perimattic.com/what-we-do/cloud-native-development/): Perimattic builds cloud-native applications - microservices on Kubernetes, serverless, event-driven architecture, and GitOps CI/CD pipelines.
- [Computer Vision System Development](https://perimattic.com/what-we-do/computer-vision-manufacturing/): Perimattic builds computer vision for manufacturing - AI defect detection, automated visual inspection, object recognition, quality control integration.
- [Data Engineering Consulting Services | Perimattic](https://perimattic.com/what-we-do/data-engineering-consulting/): Data engineering consulting for teams with reports that disagree, pipelines that depend on one person, or an AI project stalled on data. Assessment, build, or managed pod.
- [Data Migration Services | Perimattic](https://perimattic.com/what-we-do/data-migration-services/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [Oracle to PostgreSQL / Aurora Migration](https://perimattic.com/what-we-do/database-modernization-services/): Perimattic modernises legacy databases (Oracle, SQL Server, DB2, Sybase) to PostgreSQL, Aurora, Azure SQL, and BigQuery with online replication.
- [DevOps Platform Engineering Services | Perimattic](https://perimattic.com/what-we-do/devops-platform-engineering-services/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [Drone Fleet, Inspection & Mapping Software | Perimattic](https://perimattic.com/what-we-do/drone-fleet-management-software/): Custom drone software for fleet management, inspection, mapping, autonomy, and compliance. Scoped in writing, code and flight data yours from day one.
- [ERP Integration (SAP, Oracle, Microsoft Dynamics)](https://perimattic.com/what-we-do/enterprise-system-integration/): Perimattic connects enterprise systems (ERP, CRM, HRM, supply chain) - standards-based APIs, event-driven integration, and managed middleware.
- [Industrial IoT Software Development | Perimattic](https://perimattic.com/what-we-do/industrial-iot-software-development/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [Custom LLM Fine-Tuning](https://perimattic.com/what-we-do/llm-fine-tuning-services/): Perimattic fine-tunes large language models on your proprietary data - adapting GPT-4o, Llama 3, Mistral, and other foundation models to your domain, terminology, and quality standards.
- [Mainframe Modernization Services | Perimattic](https://perimattic.com/what-we-do/mainframe-modernization-services/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [Manufacturing Analytics Platform Development](https://perimattic.com/what-we-do/manufacturing-data-analytics-solutions/): Perimattic builds manufacturing data analytics - OEE dashboards, production reporting, predictive analytics, MES + ERP integration, real-time KPIs.
- [Manufacturing ERP Development | Perimattic](https://perimattic.com/what-we-do/manufacturing-erp-development/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [Custom Inventory Management Platform Development](https://perimattic.com/what-we-do/manufacturing-inventory-management-software/): Perimattic builds manufacturing inventory management software - real-time stock, BOM-driven consumption tracking, multi-location, ERP integration.
- [MES Development Services | Perimattic](https://perimattic.com/what-we-do/mes-development-services/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [MVP Development | Validate Before You Invest | Perimattic](https://perimattic.com/what-we-do/mvp-development-services/): Production MVPs in 6–10 weeks. Scoped for validation, built on multi-tenant SaaS architecture, instrumented from launch. You own the codebase from day one.
- [Predictive Maintenance Software | Perimattic](https://perimattic.com/what-we-do/predictive-maintenance-software-development/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [Custom Production Planning Platform Development](https://perimattic.com/what-we-do/production-planning-software-development/): Perimattic builds production planning + scheduling software - capacity planning, finite scheduling, MRP, resource management, MES + ERP integration.
- [Quality Management System Development | Perimattic](https://perimattic.com/what-we-do/quality-management-system-development/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [RAG Development Services | Perimattic](https://perimattic.com/what-we-do/rag-development-services/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [SaaS Migration Services | Zero-Downtime | Perimattic](https://perimattic.com/what-we-do/saas-migration-services/): Zero-downtime SaaS migration — legacy, on-prem, and single-tenant products moved to modern cloud with parallel runs, staged cutovers, and tested rollback.
- [Smart Factory Platform Development](https://perimattic.com/what-we-do/smart-factory-software-solutions/): Perimattic builds smart factory software - connected production platforms integrating robotics, automation, IoT, AI, and MES into unified intelligence.
- [Supply Chain Software Development | Perimattic](https://perimattic.com/what-we-do/supply-chain-software-development/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.
- [Warehouse Management System Development | Perimattic](https://perimattic.com/what-we-do/warehouse-management-system-development/): Perimattic builds and modernises production software — bespoke development, cloud migration, DevOps platforms, AI systems.

## Products: Perimattic AI Suite
- [Perimattic AI Suite: enterprise AI observability platform](https://perimattic.com/products/perimattic-ai-suite/): AI observability for regulated enterprise AI: trace LLMs and agents, catch hallucinations, control cost and export audit evidence for HIPAA, SOC 2, the EU AI Act and DORA. In early access.
- [AI agent observability](https://perimattic.com/products/perimattic-ai-suite/agent-observability/): Trace multi-agent workflows end to end: tool calls, handoffs, retries and cost per agent, on OpenTelemetry.
- [AI agent monitoring](https://perimattic.com/products/perimattic-ai-suite/ai-agent-monitoring/): Metrics, alerts and runbooks for AI agents in production.
- [LLM observability and cost tracking](https://perimattic.com/products/perimattic-ai-suite/llm-observability/): Traces, token cost per model, agent and user, and quality scores for every LLM call.
- [RAG evaluation](https://perimattic.com/products/perimattic-ai-suite/rag-evaluation/): Faithfulness, answer relevancy, context precision and recall, with worked examples, scored on live traffic.
- [Prompt injection monitoring](https://perimattic.com/products/perimattic-ai-suite/prompt-injection-monitoring/): Detecting and tracing direct and indirect prompt injection in LLM apps and agents.
- [Regulated AI compliance hub](https://perimattic.com/products/perimattic-ai-suite/compliance/): HIPAA, SOC 2, EU AI Act, DORA, BaFin, MAS FEAT, OSFI E-23 and DPDP: dates, obligations and evidence.
- [AI observability for HIPAA](https://perimattic.com/products/perimattic-ai-suite/ai-observability-for-hipaa/): What HIPAA requires when LLMs handle PHI, and the trace and access evidence to keep.
- [SOC 2 evidence for AI systems](https://perimattic.com/products/perimattic-ai-suite/ai-observability-for-soc2/): CC7 and CC8 controls mapped to AI telemetry and the evidence auditors sample.
- [AI observability for the EU AI Act](https://perimattic.com/products/perimattic-ai-suite/ai-observability-for-eu-ai-act/): EU AI Act dates after the 2026 Digital Omnibus and the records each obligation expects.
- [AI observability for DORA](https://perimattic.com/products/perimattic-ai-suite/ai-observability-for-dora/): DORA for AI in EU financial services: LLM providers as ICT third parties, incident reporting and evidence.
- [What is AI observability? A practical guide](https://perimattic.com/products/perimattic-ai-suite/ai-observability-guide/): The five signals, how AI observability works on OpenTelemetry, a maturity model and a buyer's checklist.
- [LLM monitoring vs observability](https://perimattic.com/products/perimattic-ai-suite/llm-monitoring-vs-observability/): The difference between monitoring and observability for LLM systems, and when monitoring is enough.
- [Enterprise AI platform buyer's guide](https://perimattic.com/products/perimattic-ai-suite/enterprise-ai-platform/): What an enterprise AI platform includes, the main vendors, cost drivers and questions to ask.
- [Perimattic AI Suite vs Langfuse](https://perimattic.com/products/perimattic-ai-suite/vs/langfuse/): Langfuse compared on verified facts: MIT licence, SOC 2 and ISO 27001, OpenTelemetry and pricing.
- [Perimattic AI Suite vs LangSmith](https://perimattic.com/products/perimattic-ai-suite/vs/langsmith/): LangSmith compared on verified facts: OpenTelemetry support, LangChain integration, self-hosting and pricing.
- [Perimattic AI Suite vs Datadog LLM Observability](https://perimattic.com/products/perimattic-ai-suite/vs/datadog-llm-observability/): Datadog Agent Observability compared, and how to run both side by side.
- [LangSmith vs Langfuse](https://perimattic.com/products/perimattic-ai-suite/vs/langsmith-vs-langfuse/): A neutral comparison of LangSmith and Langfuse on licence, hosting, OpenTelemetry and pricing.
- [Perimattic AI Suite pricing](https://perimattic.com/products/perimattic-ai-suite/pricing/): How pricing works during early access.
- [Apply for early access](https://perimattic.com/products/perimattic-ai-suite/early-access/): Application form for Perimattic AI Suite early access.
- [All Perimattic products](https://perimattic.com/llms_products.txt): full index of product pages

## Company
- [About Perimattic | AI Development Company for Enterprises](https://perimattic.com/about/): Perimattic is an AI development company building production-ready systems for enterprises. Learn about our team, our mission, and how we build systems that scale.
- [Contact Us | Perimattic](https://perimattic.com/contact/): Get in touch with Perimattic. Offices in San Francisco, London and Mumbai. Schedule a free consultation with our AI development team.