AI Solutions

Production AI, shipped — not just prompted.

We design, build and deploy custom AI agents, retrieval systems and LLM automations that survive real traffic. From proof-of-concept to production, with evals, monitoring and version control.

Start a project See our process

What we build

Whether it’s replacing a manual workflow or building an AI-first product, we’ve shipped it before.

AI chatbots & assistants

Support bots, sales assistants and internal copilots trained on your knowledge base. Streaming responses, memory, guardrails included.

RAG & document AI

Retrieval-augmented generation over your PDFs, wikis, and databases. Vector search with Pinecone, Weaviate, or pgvector.

Autonomous agents

Multi-step agents that call your APIs, browse the web, run code, and hand off to humans. Built on LangGraph or the OpenAI Agents SDK.

Document extraction & OCR

Turn invoices, contracts and forms into clean structured data. Combined vision + LLM pipelines with human-in-the-loop review.

Speech & call intelligence

Real-time transcription (Whisper, Deepgram), sentiment analysis, call scoring and AI coaching notes for sales & support teams.

Fine-tuning & evals

Custom fine-tunes for domain accuracy, plus proper evaluation harnesses so you can trust every prompt change before it ships.

Our process

Five steps from discovery to production — and we invite your team into every one.

  1. 1

    Discovery & scoping

    A 60-minute call plus a written brief. We define the job-to-be-done, success metrics, data sources, and any regulatory constraints.

  2. 2

    Architecture & prompt design

    We pick the right model, retrieval strategy, tools and fallback logic. You get a written architecture note and an eval plan before we write code.

  3. 3

    Build & iterate

    Weekly demos on a shared staging environment. We ship in tight loops so you can course-correct before we’ve painted the whole wall.

  4. 4

    Evaluation & safety

    Golden-set evals, red-team tests, PII scrubbing, and human-in-the-loop checkpoints where the risk warrants it. Nothing goes live blind.

  5. 5

    Deploy, monitor & hand over

    Deployed to your cloud, wired to your CI/CD, with monitoring, cost dashboards and prompt-version control. All artifacts transferred to your repo.

Tools & stack

Model-agnostic, cloud-agnostic. We pick what fits — and we’ll tell you why.

OpenAI Anthropic Claude Google Vertex AI Mistral LangChain LangGraph Vercel AI SDK Pinecone Weaviate pgvector Whisper Deepgram Modal Replicate Groq

Frequently asked

What kind of AI projects do you build?
Anything from a simple GPT-powered chatbot to production-grade multi-agent systems with retrieval, tools, and observability. If it involves an LLM, embeddings, transcription, image or speech models — we can scope it.
Which model providers do you work with?
OpenAI (GPT-4/4o family, Whisper, DALL-E), Anthropic (Claude), Google Vertex AI (Gemini), Mistral, and open-source models via Groq or self-hosted vLLM. We pick based on cost, latency and privacy needs — not brand loyalty.
How long does a typical AI project take?
A focused proof of concept usually ships in 2 to 3 weeks. A production-ready system with monitoring, retries, evals and human-in-the-loop review is typically 6 to 10 weeks. Bigger builds we quote after the discovery call.
Who owns the code and the trained artifacts?
You do. All source code, prompts, evaluation datasets and fine-tuned model weights are transferred to your Git repositories and cloud accounts on delivery. Nothing stays locked with us.
Can you work with our security & compliance requirements?
Yes. We routinely work under NDA, sign DPAs, deploy inside your VPC, use zero-data-retention API tiers, and support GDPR, SOC 2 aligned processes and HIPAA-eligible providers on request.
Do you offer ongoing support after launch?
Yes — retainers start at 10 hours/month for prompt tuning, eval maintenance and model upgrades. Or we hand over cleanly and you take it in-house.
Have an AI problem worth solving?

Send us a paragraph. We’ll reply within one working day with a scope, timeline and fixed fee — or we’ll honestly say it’s not the right fit.

Email info@priorio.ai
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