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About SEER REAL

Production AI engineering for DACH/EU B2B

We help software and platform teams turn AI pilots into observable, cost-controlled, audit-ready production systems — including privacy-preserving open-source LLM stacks. Fixed-scope assessments, production builds, optional retainers.

Book stack assessmentSee our method

How we are different from big consultancies

Paid entry, fixed scope, engineering artifacts. No six-month strategy program required to get value.

Evidence over theater

Deliverables procurement can review: heatmaps, inventories, FinOps registers, and ranked backlogs.

Automation & IaC first

Production changes should live in Terraform, CI/CD, and GitOps, not runbooks and click-ops.

Senior delivery

Small team, direct access to engineers who have shipped regulated AI workloads in Europe.

Method

Four steps from fit call to operating confidence. Most teams start with the stack assessment.

  1. 01

    30-minute fit call

    Free scoping call. We confirm stack, buyers, and whether the fixed-fee stack assessment is the right next step.

  2. 02

    Stack assessment

    10 business days to deliver your heatmap, FinOps register, evidence gaps, and ranked 90-day backlog.

  3. 03

    Production build

    Fixed-price Production Implementation Sprint or Private LLM Platform Package: IaC modules, CI/CD, observability, governance patterns, and runbooks your team inherits.

  4. 04

    Operate & improve

    Optional monthly retainer: platform reviews, FinOps governance, reliability hardening.

What an engagement is engineered to change

Example target outcomes we scope assessments and sprints around, plus the principles behind every delivery.

Regulated fintech scenario

Model deploys go from days-long manual releases to under two hours, with rollback paths, audit logging, and an evidence pack built to pass procurement review the first time.

Mid-market B2B SaaS scenario

LLM spend becomes attributable per tenant, and gateway routing plus observability fixes give finance a defensible monthly inference budget.

How we deliver

  • Automation & IaC first

    Terraform, Pulumi, GitOps, and CI/CD. Production AI changes are codified and repeatable.

  • EU AI Act aligned

    System inventory, logging, and technical evidence. Not legal-only checklists.

  • FinOps by default

    GPU and inference spend treated as financial architecture, not surprises.

  • DACH/EU execution

    Shaped for Mittelstand software teams and regulated B2B companies.

Company

Seer Real -AI- UG (haftungsbeschränkt)
Möckernstraße 120, 10963 Berlin
hello@seerreal.com · +49 176 329 75175

Legal imprint

Next step

Get your 90-day production roadmap in 10 business days

Fixed scope from €4,500. Maturity heatmap, FinOps register, EU AI Act inventory, and an honest verdict. Sprint within 90 days and your assessment fee is credited.

Full assessment fee credited toward your build. Book a Production Implementation Sprint or Private LLM Platform Package within 90 days of your assessment and we credit 100% of the assessment fee toward that quote, so diagnosis rolls straight into the build.

Audit deliverables

  • 6-dimension maturity heatmap
  • FinOps register
  • EU AI Act system inventory
  • 90-day backlog (IaC & automation prioritized)
  • Executive readout
Book stack assessment