Evidence over theatre
Deliverables a reviewer can forward: maturity heatmaps, system and evidence inventories, FinOps opportunity registers, and ranked backlogs.
About SEER REAL
Infrastructure you can ship, meter, and defend.
Evidence-first platform engineering for DACH/EU B2B teams. We build the infrastructure you run production on: defined in Terraform, operated like software. It produces the evidence security, procurement, finance and compliance reviewers ask for, on infrastructure you control in the EU.
Method
Four steps from fit call to a system your team runs. Most teams start with the stack assessment.
- 01
30-minute fit call
Free, with an agenda. We confirm your stack, the review that is blocking you, and whether a fixed offer is the right next step. If it is not, we say so.
- 02
Production AI Stack Assessment
10 business days (12–15 for Regulated). Interviews and a system walkthrough, then the straight answer: go, fix-first or pause. With it: your 6-dimension maturity heatmap, FinOps opportunity register, evidence inventory, and 90-day ranked backlog.
- 03
Production build
A Production Implementation Sprint (one workload through review in 4–6 weeks) or the Private LLM Platform Package (an EU-controlled LLM platform in 6–8 weeks). Fixed price per agreed scope. Code lives in your repositories from day one.
- 04
Operate & improve
Optional Platform Operations Retainer: keep the evidence current as usage and regulation grow. Platform reviews, FinOps governance, and reliability hardening.
How we are different from big consultancies
Paid entry, fixed scope, engineering artefacts, on infrastructure you control in the EU. The boundary is clear: technical evidence, not legal advice. No six-month strategy programme required to get value.
Everything as code
Production changes live in Terraform, continuous integration and delivery (CI/CD) and GitOps, not runbooks and click-ops. Code lives in your repositories from day one.
Senior delivery
Small team, direct access to engineers who have shipped regulated AI workloads in Europe.
What we scope a build to change
Two common starting points and the target state we scope against. Scoping examples, not client case studies.
- Before
- Model deploys take days of manual release, and the DORA (Digital Operational Resilience Act) questionnaire has no evidence behind it.
- Target
- A same-day, rollback-safe path with audit logging and an evidence pack structured for procurement and resilience review.
- Before
- LLM spend cannot be traced to products or tenants, and the platform runs on a single vendor with no exit plan.
- Target
- Spend attributable per tenant; gateway routing and observability give finance a defensible monthly inference budget, on EU infrastructure the team controls.
How we deliver
Everything as code
Terraform, Pulumi, GitOps, and CI/CD. Production changes are codified, reviewed, and repeatable, for AI and non-AI workloads alike.
EU AI Act evidence
System inventory, logging, and the technical evidence NIS2, DORA and EU AI Act reviewers ask for.
FinOps by default
GPU and inference spend treated as financial architecture, not surprises.
EU-controlled infrastructure
EU regions or sovereign clouds, keys you hold, open components, and a documented exit. Shaped for Mittelstand software teams and regulated B2B.
Company
Seer Real -AI- UG (haftungsbeschränkt)Möckernstraße 120
10963 Berlin, Germany
- Managing director
- Hany Elfouly
- Register
- Amtsgericht Charlottenburg (Berlin), HRB 272742 B
Next step
Get the straight answer and your evidence inventory in 10 business days
Fixed price per agreed scope, from €4,500, ending in an honest go / fix-first / pause verdict and a 90-day ranked backlog. Book a Production Implementation Sprint or the Private LLM Platform Package within 90 days and we credit 100% of the assessment fee.
- 6-dimension maturity heatmap
- FinOps opportunity register
- EU AI Act system inventory
- Evidence inventory for security, procurement and compliance reviews
- DevEx scorecard
- Data & delivery findings
- 90-day ranked backlog (IaC & automation first)
- Executive readout
You talk to the engineer who does the work.