AI Development & Custom Software Engineering

We build,, &

blueprint / ai-agentdraft v1
01 · INticket #552102 · LLMclassify03 · RAGretrieve docs04 · LLMdraft reply05 · GUARDpolicy check06 · OUTresolved ✓kb.searchcrm.updateemail.sendslack.notifyTOOLS · EVALS · HUMAN-IN-THE-LOOP
Typical timeline
4–6 wks
Stack
LLM · RAG · tools
You get
Agent live, with evals
20+Products Shipped
12+AI Systems Delivered
100%Senior Delivery Focus
Inside the build

From agent run to production deploy.

We build the AI that does the work and the software it runs inside: agents, assistants, knowledge search, CRMs, and the releases that ship them. One senior team, end to end.

01 / AIthe intelligence
02 / Softwarewhere it runs
01 · Agent / Run

AI agents

Handle tickets, leads, and back-office work on their own, and hand off when they should.

> classify(ticket #5521) → "billing / refund"

> search_docs("refund window") → 3 chunks

> draft_reply(tone=direct) ✓

> create_ticket(priority=P2) ✓

done · 1.8s · 0 retries
01 · Chat / Transcript

AI assistants

Answer questions from your own contracts, docs, and data, with the source cited.

“Which contracts renew in Q4 under 30 days?”

Two: ACC-1147 (14d) and ACC-2203 (21d).

contracts/acc-1147.pdf p.12

grounded · 2 citations
01 · RAG / Pipeline

Knowledge pipelines

Turn thousands of files into search your AI can trust.

Ingest 1,284 docs → Chunk → Embed

Index → Retrieve top-20 → Rerank top-5 → Answer

recall@5 0.93 · p95 780 ms
02 · CRM / Board

Custom CRMs

The pipeline your team actually works in, built around how you sell.

ACC-2041 · Logistics · $42k · call Thu

ACC-1188 · Dental · $18k · proposal sent

ACC-3390 · Retail · $27k · demo booked

14 new · 6 qualified · 3 proposal
02 · Deploy / Status

Production releases

Tested, deployed, and monitored, so it keeps working after launch.

build ✓ 2m 41s

migrations ✓ 3 applied

smoke ✓ 48/48 · health ✓ 200

prod · v2.14.0 · eu-west-1

01 / AI Agent & LLM Application Development

AI Agents,
LLM Apps & RAG


Custom AI agent development, LLM applications, RAG pipelines, and generative AI integrations. Internal copilots, support automation, document intelligence, and data-connected assistants built for production.

Explore AI Services

02 / Custom Software & MVP Engineering

Custom Software,MVPs &Platforms


Full-cycle custom software development, MVPs, internal tools, web applications, and AI-enabled platforms. Architecture, engineering, integrations, and launch in one team.

Explore Software Services
How We Deliver

Full-Cycle AI & Software Delivery, Deployed Like a Product Team.

Deep expertise across AI agent development, LLM applications, RAG systems, MVP engineering, and custom software, delivered by senior engineers embedded directly in your product loop, from discovery through production.

The Old WayTraditional
xGeneric AI tools bolted onto legacy workflows
xWaterfall planning, month-long sprints
xJunior devs, no AI engineering depth
xLLM hallucinations, no validation layer
xYou manage the project manager
xQuality drops at handover
The Ryzon WayRyzon
+Custom LLM and AI agent development
+Rapid iteration with weekly shippable increments
+Senior AI engineers with domain depth
+Prompt engineering, fine-tuning, and RAG pipelines
+We own delivery end-to-end, you own the vision
+Continuous quality across every AI touchpoint
Teams we build for:B2B SaaSHealthcareMarketplacesOperations TeamsInternal Platforms
Selected WorkView all
Communication Promise03

Ryzon ships AI solutions that work and keeps communication direct through every partnership.

CLEAR

We tell you exactly what is happening: AI model choices, scope, blockers, and delivery estimates, without technical spin.

DIRECT

The founders send weekly updates so you stay close to every sprint, integration, and decision without chasing the team.

CONSISTENT

We do not over-promise on AI capabilities or timelines. The goal is steady delivery and repeatable trust.

FAQ

Common questions about working with Ryzon.

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AI agent development, custom LLM applications, RAG systems, MVP engineering, and custom software delivery for teams building serious products.

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