Products Delivered
1200
Mobile, web, SaaS and custom software products built and shipped across startups, growing businesses and enterprise clients since our founding in 2018.
Your business already runs on CRMs, databases, APIs, cloud platforms, and internal software. Our AI integration services connect LLMs, RAG, AI agents, and automation directly with your existing data, APIs, and workflows—so your team gets intelligent features inside the software you already use, without rebuilding your entire system.
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This is not a directory of every AI service Primocys offers. These are the capabilities directly required to connect AI with an existing product or business system and make the integration reliable enough for real users, real data and real operational workflows.
Connect suitable hosted or open models to your application through a controlled backend layer, with prompts, structured outputs, routing and usage controls designed around the use case.
Connect AI to approved documents, websites, databases, policies and internal knowledge when answers need to reflect your business rather than general model training.
Connect AI with CRM, ERP, helpdesk, ecommerce, scheduling, internal APIs and other business systems while keeping authentication and business rules in the application layer.
Add contextual AI directly inside dashboards, workflows, admin panels and customer-facing products instead of forcing users into a separate chatbot experience.
Allow AI to prepare or perform defined actions through APIs, with validation, permission checks and human approval wherever an automated change could create business risk.
Test retrieval, outputs and actions against real scenarios, then add logging, fallbacks, usage monitoring and review paths before relying on the AI in production.
These figures describe Primocys’s overall software and product delivery history, not AI-integration-only totals. Keeping each number clearly defined makes the proof more useful to buyers and avoids mixing products, clients and countries into one vague metric.
1200
Mobile, web, SaaS and custom software products built and shipped across startups, growing businesses and enterprise clients since our founding in 2018.
We don’t just build AI for clients — we build and run our own AI products too. Across 650+ clients served, that gives our team hands-on experience with real production releases, usage controls, subscriptions, and the operational realities most teams only read about.
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Global project delivery across North America, Europe, the Middle East and Asia — one team, the whole stack: AI, backend, web, mobile, SaaS, APIs, and deployment, with no handoffs between vendors and no gaps between the AI layer and the product it lives in.
Product, design and software engineering expertise working through a clear delivery path — we define the problem, review your data and systems, design the architecture, build it, evaluate and test it, then release and keep improving based on real production evidence.
650+ businesses across 30+ countries trust Primocys to connect AI into their existing stack — without disrupting what already works.
From connecting a single API to modernizing an existing integration, here’s where we focus our AI integration work — built around the systems your business already runs on.
01
Natural-language access to product documentation, policies, websites, internal knowledge and approved business data across teams and workflows.
02
Contextual assistance inside dashboards and product workflows for summarization, drafting, analysis, recommendations or task preparation.
03
Summarize records, prepare follow-ups, classify leads, retrieve account context and support approved CRM actions through controlled APIs.
04
Extract, classify, summarize and route information from contracts, forms, reports, invoices and other business documents securely.
05
Add generation, summarization, recommendations, search, chat or assistance directly into an existing customer-facing application.
06
Connect AI with email, CRM, ERP, support and internal systems for repeatable processes where the AI prepares, routes or completes a defined step.
AI integration is about connecting models with products, business data, APIs, and real user workflows. These products show how we integrate AI into production software instead of building isolated demos.
The value of AI integration comes from reducing the distance between information, decisions and the software people already use. A useful integration helps a person complete work faster or understand something more clearly without making them switch systems or manually copy context into a separate AI tool.
AI appears inside the product or workflow where the user already works, with the right context available when needed.
Teams can search, summarize and work with approved business information without manually digging through scattered sources.
Add useful AI capabilities to software that already has users, business logic and data instead of rebuilding a product from scratch.
AI can assist with defined actions while permissions, validation and human approval remain under application control.
Every AI integration requires more than connecting a model API. We choose the right combination of AI models, business systems, APIs, retrieval infrastructure, security controls, and production monitoring to fit your existing software and workflows.
From chatbots to CRM copilots — here’s what businesses say after integrating AI with Primocys.
Our AI integration process turns a requirement into a production-ready capability that connects to your existing systems, respects your data, and ships without a rebuild.
Integrating AI into software that already works means respecting the existing codebase, not replacing it — engineering that fits around what your team has already built.
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experience that spans well beyond AI, across production software of real scale and complexity.
one team handling the AI layer and every surface it touches, instead of coordinating vendors.
connecting new AI capability to your existing APIs and data without breaking what already works.
grounded retrieval and tool-using agents handled by engineers who build this regularly.
deployment and monitoring experience so the integration stays reliable after launch, not just at demo.
comfortable reading, respecting, and extending code we didn’t originally write, without a rebuild bias.
support that continues past launch as your integration evolves and real usage patterns emerge.
ability to build custom middleware or software when the integration genuinely needs it.
Many teams reach us after they already have a model API, prototype, AI-generated codebase or partial integration. We can review what is already there, identify what can stay, and focus engineering effort on the parts that prevent the feature from working reliably inside the real product.
Review the application, AI layer, APIs, data flow and deployment setup before recommending a rebuild.
Check ingestion, retrieval quality, context assembly, permissions and fallback behavior against realistic queries.
Separate safe reads from higher-risk write actions and move business rules back into controlled application logic.
Add evaluation, monitoring, rate limits, usage controls, validation and operational tooling around a working proof of concept.
From healthcare workflows to FinTech systems — we integrate AI with the security, compliance, and reliability each industry actually needs.
Integration cost is driven less by the model name and more by how deeply the AI needs to connect with your software. A read-only assistant over a clean knowledge base is a different project from an AI copilot that works across private records, multiple systems and approval-controlled actions.
One product surface, limited context, straightforward generation, summarization, extraction or assistance with minimal integration depth.
Knowledge ingestion, retrieval, private data, permissions, citations or source context, evaluation and production monitoring.
Multiple APIs, user roles, CRM/ERP/helpdesk workflows, write actions, human approval, broader testing and operational controls.
Have a project in mind? Get straight answers on our AI integration process, architecture choices, timelines, and pricing — then book a free discovery call .
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