AI Applications
AI-powered applications that search, generate, classify, recommend, and decide. Real production code, 100% ownership, ready on day one. From $5,000.
An AI application is software that uses large language models, retrieval, and structured workflows to search, generate, classify, recommend, or decide on behalf of users. Common examples include AI customer-support agents, AI search over internal documents, AI assistants that summarize meetings, and AI classifiers that route incoming tickets. VYANIS designs and ships production AI apps with prompt engineering, knowledge bases, evaluations, and clean human handoff.
- 1Identify the AI opportunity
- 2Design the AI workflow
- 3Deploy and optimize
The reasons AI Apps projects stall — and how we fix each.
Demo'd ChatGPT internally and nothing shipped.
We turn a Slack-thread idea into a measurable workflow with a real eval set and a real deploy date.
AI hallucinates on our internal data.
RAG done properly — clean retrieval, citations, evals, and grounding rules tuned to your domain.
Costs balloon as soon as a feature gets traction.
Model routing, caching, and budget alerts mean you control unit economics from day one.
Privacy team blocks every AI initiative.
Private hosting (VPC / on-prem / Ollama / vLLM) so sensitive data never leaves your perimeter.
Three packages. One transparent price.
Fixed scope. Milestone billing. If we miss a milestone, you don't pay for it.
Pilot
Prove an AI feature works on your real data.
Best for: Teams validating ROI of a single AI use case before committing.
One AI workflow shipped end-to-end, on your data, behind login.
- 1 AI workflowChat, classify, generate, summarize, or search.
- RAG on your documentsPDF/Word/Notion/URLs.
- Web UI behind login
- Prompt + eval harnessMeasure quality before launch.
- Model routingOpenAI, Anthropic, or Gemini.
- Usage + cost dashboard
- Deployment + handover
- Multi-user workspace
- Workflow automation
- Custom fine-tuning
- Private hosting
- • Live AI workflow on your domain
- • Source code in your GitHub
- • Eval report + cost model
- • Loom walkthrough
Product
Ship an AI product real users adopt.
Best for: Operators productizing an AI workflow across a team or customer base.
Multi-user AI app with auth, history, evals, and analytics.
- Everything in Pilot
- Up to 3 AI workflows
- Multi-user auth + roles
- Conversation history + memory
- Tool use / function callingConnect to your APIs.
- Streaming UI + citations
- Human-in-the-loop review
- Quality + cost analytics
- 30 days post-launch hypercare
- Self-hosted models
- Custom fine-tuning
- SSO
- • Production AI app
- • Eval dashboard
- • Prompt library + runbook
- • Analytics on usage & spend
Suite
An AI platform across your business.
Best for: Companies rolling AI out to multiple teams, customers, or use cases.
Everything in Product + agents, fine-tuning, SSO, and private hosting options.
- Everything in Product
- Unlimited workflows
- Agent frameworkMulti-step planning + tools.
- Fine-tuning / distillation
- Private hosting optionvLLM, Ollama, or vendor VPC.
- SSO + RBAC + audit logs
- Eval automation + regression suite
- Cost governance + budgets
- Dedicated squad
- 60 days post-launch retainer
- • AI platform deployed
- • Agent + tool library
- • Eval & governance dashboards
- • Security review
- • 60-day retainer
Not sure which package fits? Get a personalized recommendation in 90 seconds.
From kickoff to live, step by step.
Predictable phases. Weekly demos. You see progress every Friday.
- Day 0–3
Use-case scoping
We map the AI opportunity to a measurable outcome — accuracy, deflection rate, time saved — and pick the right pattern (RAG, agent, classifier).
- Week 1
Data & eval prep
We structure your knowledge base, write a gold-standard eval set, and pick the model that hits accuracy at the lowest cost.
- Week 2–4
Build & evaluate
Iterative sprints with eval scores reported every Friday. We tune prompts, retrieval, and tools until the bar is met.
- Launch
Deploy + observability
Production deploy with usage, cost, latency, and quality dashboards. You see what the AI is doing in real time.
- Post-launch
Tune & expand
30–60 days of prompt tuning, eval expansion, and adding the next workflow once the first one is proven.
Built for the people who actually ship.
Support teams cutting first-response time with AI
Sales teams generating proposals & emails at scale
Legal teams summarizing contracts and clauses
Hospitality groups deploying AI concierges
Internal teams searching knowledge bases by intent
Founders adding AI as a moat to a non-AI product
How we compare to the obvious alternatives.
| VYANIS | AI consultancy | In-house experiment | Off-the-shelf SaaS | |
|---|---|---|---|---|
| Time to live feature | 1–6 weeks | 3–6 months | Open-ended | Instant but generic |
| On your data | RAG + evals | Yes (slow) | Yes (eventually) | No |
| Eval & quality discipline | Always | Sometimes | Rarely | Vendor-defined |
| Cost governance | Built in | Add-on | DIY | Per-seat fees |
| Privacy / private hosting | Suite tier | Quote-based | Months of work | Rarely |
| Ownership of prompts/code | 100% yours | Usually yours | Yours | Vendor's |
Proven tools, hireable everywhere.
We pick tools so you're never stuck because we got fancy.
Real problems we solve with AI Apps.
AI Apps questions, honestly answered.
Still unsure? Book a 30-minute strategy call — no obligation, no sales fluff.
Ready to ship AI Apps?
Send us your idea today. Get a fixed-scope proposal in 48 hours. Start within 1 week.