Production first
Logging, evals, fallbacks, and a way to roll back. Demos are cheap; operations are the work.
Software · AI · Advice
Build with AI.
Ship it into the real stack.
Suvariev designs software, wires AI into products you already run, and advises teams that need a plan — not another demo.
- Focus
- Production
- Model
- Studio
- Scope
- End to end
integrate.ts
const client = createModel({
provider: "anthropic",
fallback: "openai",
});
// Wire it into the product, not a sidecar.
await client.analyse(ticket, {
schema: Intake,
evals: productionChecks,
});TypeScriptPythonOpenAIAnthropicLangGraphPostgreSQLFastAPINext.jsAWSDockerRAGAgentsREST & GraphQLEvaluationsTypeScriptPythonOpenAIAnthropicLangGraphPostgreSQLFastAPINext.jsAWSDockerRAGAgentsREST & GraphQLEvaluations
Services
Development, intelligence, and advice
One studio for the software, the models, and the decisions around them. Filter by what you need — or browse the lot.
Development
Web apps & product UI
Customer-facing and internal applications with clean architecture, auth, and a design system your team can keep.
Development
APIs & backends
REST, GraphQL, and evented services — typed, documented, and built to sit next to the systems you already trust.
Development
System integrations
CRMs, ERPs, billing, and data stores wired together with retries, mapping, and observability instead of fragile scripts.
Development
Automation & workflows
Replace manual hand-offs with reliable pipelines: ingest, transform, notify, and keep a human in the loop where it matters.
AI
AI API integrations
OpenAI, Anthropic, and custom models in your product: auth, rate limits, fallbacks, streaming, and cost controls.
AI
RAG & knowledge systems
Search and answers over your documents and data, with citations, permissions, and evaluation so it stays honest.
AI
Agents & copilots
Task-specific agents for support, ops, and internal tools — scoped tools, audit logs, and rollback if they misfire.
AI
Analysis & extraction
Classify, summarise, and pull structure from tickets, contracts, logs, and reports you can actually act on.
Consultancy
AI strategy & readiness
Where AI helps, where it does not, and a roadmap that matches data, risk, and the team who will run it.
Consultancy
Architecture reviews
A hard look at the current stack: integration points, model choice, evals, security, and what to ship next.
Consultancy
Vendor selection
Models, vector stores, and platforms compared against your constraints — not a favourite logo.
Consultancy
Team enablement
Workshops and pairing so engineers can own the system after we leave: prompts, evals, and operating habits.
Approach
Fancy where it helps. Strict where it counts.
Your stack
We integrate into what you already run — not a parallel product nobody asked for.
Humans in the loop
Approvals, citations, and audit trails where the cost of being wrong is high.
Clear artefacts
Architecture notes, runbooks, and eval sets your team can keep after we leave.
Process
Short cycles. Visible progress.
You always know what is being built, why, and what happens if we stop.
01
Discover
We map the work, the data, and the constraints. What exists, who owns it, and where software or AI is actually useful.
02
Design
A concrete approach: APIs, models, evaluation, and where humans stay in the loop. Written down before we build.
03
Build
We integrate into your stack — with logging, evals, fallbacks, and a way to roll back if something misfires.
04
Operate
Handover, documentation, and optional ongoing support so the system stays useful after the project ends.
About
A studio for the unglamorous middle
Engagements
Scoped
Delivery
Hands-on
Aftercare
Optional
Suvariev is a boutique studio for companies that need software and AI in production. We write the integrations, the analysis pipelines, the internal tools — and the advice that decides whether a model belongs there at all.
We are not a platform. We do not sell seats. Development, AI, and consultancy sit in one place so the architecture, the code, and the operating plan are not three different stories.
If the right answer is a simpler API, a spreadsheet, or “not yet,” we will say so. The goal is better work, not more AI.
FAQ
Before we start
Do you only do AI work?+
No. A lot of the value is ordinary software: APIs, integrations, automation, and product UI. AI is used where it earns its keep.
How do engagements start?+
A short call, then a written scope. Most work is a fixed slice — a system to ship, a review to deliver — not an open retainer unless you want one.
Can you work with our engineers?+
Yes. Pairing, reviews, and handover are part of the job. The aim is that your team can run the system without us.
Where do you work from?+
Remote-first, with hours that overlap Europe. On-site workshops can be arranged when the work needs a room.
Contact
Tell us what you are trying to do
Development, AI, consultancy, or a mix. A short note is enough — we reply within two business days.
Or write directly to hello@suvariev.com