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SSuvariev

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.

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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,
});
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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.

Production first

Logging, evals, fallbacks, and a way to roll back. Demos are cheap; operations are the work.

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.

  1. 01

    Discover

    We map the work, the data, and the constraints. What exists, who owns it, and where software or AI is actually useful.

  2. 02

    Design

    A concrete approach: APIs, models, evaluation, and where humans stay in the loop. Written down before we build.

  3. 03

    Build

    We integrate into your stack — with logging, evals, fallbacks, and a way to roll back if something misfires.

  4. 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