Strategic advisory
Decide where AI pays off. Feasibility, architecture and build-or-buy calls grounded in experiments, not slides.
- Opportunity map and roadmap
- Feasibility studies on your data
- Architecture and vendor review
- Technical due diligence
Frontier AI,
engineered.From research
to production.
Warsaw R&D Center is an applied AI research and engineering company. We advise on strategy, engineer tailored systems and build products end to end, with engineers who have built AI at Google, Microsoft, NVIDIA, Netflix and TikTok.
Experience from the teams that build modern AI.
- NVIDIA
- Netflix
- TikTok
- Microsoft
- Harman
- IBM
- Bell Labs
- Intel
- Nokia
- Bosch
- NASA
- CERN
- Many hold or are pursuing PhDs
Three ways to engage.One engineering standard.
Engage us for a decision, a system or a product. The same senior team carries the work from first analysis to production.
Tailored engineering
Custom models, agents and ML infrastructure, built to fit your stack, your data and your security constraints.
- LLM, speech and vision systems
- Fine-tuning and evaluation suites
- Integration with existing platforms
- MLOps, monitoring and cost control
Product development
AI-native products from first prototype to launch: model, backend, interface and evaluation in one team.
- Prototypes tested with real users
- Web, mobile and API products
- Launch, analytics and iteration
- Handover or long-term support
Deep where it matters.Fluent across the stack.
We work at the model, system and infrastructure level, and choose the simplest approach that meets the requirement.
LLMs and agents
Retrieval, tool use, fine-tuning and multi-step agents, with reliability you can measure.
Speech and audio
Recognition, synthesis and real-time voice pipelines tuned for latency and accuracy.
Computer vision
Detection, segmentation, document understanding and multimodal models.
ML systems and MLOps
Training, serving, monitoring and cost control, in your cloud, on premises or at the edge.
Evaluation and safety
Task-specific benchmarks, red-teaming and regression gates before anything ships.
Data foundations
Pipelines, labelling strategy and synthetic data: the ground every model stands on.
Evidence before scale.Four stages, each with an exit.
Each stage ends with a deliverable and a go/no-go decision, and that decision is yours.
Problem, success metric, constraints and the real state of the data.
Output · Brief and evaluation criteria
A focused prototype on your data, scored against the agreed metric. Results, not a demo.
Output · Measured prototype
The production system: integration, security, monitoring and documentation.
Output · Production release
Run, measure and improve. Then hand over with full documentation, or keep us on.
Output · Monitored service
Scroll or select a stage
Stage 01 / FrameExample engagementStatus Scoping
brief.yamlYAML
engagement: goal: "halve contract review time" data: [contracts/, annotations.csv] constraints: residency: EU latency_p95: 800ms success: - accuracy >= 0.90 - cost <= €0.02 / documentexperiments.logLOG
$ rnd eval --suite contracts-v2→ baseline, zero-shot 0.71→ retrieval + rerank 0.84→ fine-tuned 8B 0.91✓ selected: fine-tuned 8B✓ beats target (0.90)build.logLOG
$ rnd build --target production✓ unit + integration tests 412/412✓ security review passed✓ load test p95 640ms✓ infrastructure as code plan ok✓ runbook and docs writtendeploy.logLOG
$ rnd deploy --canary→ canary 5% → 25% → 100%✓ eu-central-1 live 24ms✓ on-premises live 19ms✓ drift monitors armed✓ handover pack deliveredSystem graph7 nodes
Criteria
12/12 agreed
- metric defined
- data audited
- risks mapped
- go / no-go set
Eval score
0.91 target 0.90
3 candidates · 1 selected
Tests
412/412 passing
- security review
- load test
- runbook
- docs
Latency
24 ms p50
EU 62% · US 31% · on-prem 7%
FormMode 01
- Warsaw / 52.2297° N, 21.0122° E
- Time zone / CET & US East
- Status / Taking on projects
- Languages / EN · PL
Built in Warsaw.Shipped worldwide.
European engineering depth.
Research-lab standards.
Measured, not promised.Commitments you can hold us to.
Working commitments that apply to every engagement. Every system we ship comes with an evaluation suite, and we report every number, including the unflattering ones.
- First reply
- <24h
- On business days
- Confidentiality
- NDA
- Before any details
- Data residency
- EU
- By default
- Evaluation
- 100%
- Of systems ship with evals
Research pedigree.Production discipline.
Our engineers have built AI and software at Google, NVIDIA, Netflix, TikTok, Microsoft and Harman, done research at IBM and Bell Labs, and collaborated with NASA and CERN. Many hold or are pursuing PhDs.
- Depth
Doctoral-level expertise
Machine learning, speech, language and vision, worked from first principles.
- Seniority
Senior by default
The engineers on the first call are the engineers who do the work.
- Rigour
Production discipline
Large-scale systems and sensitive data in GDPR, HIPAA and PCI-DSS environments.
# Who builds your systemteam:experience:- Google, NVIDIA, Netflix, TikTok, Microsoft, Harman- IBM, Bell Labs, Intel, Nokia, Boschresearch_with: [NASA, CERN]degrees: [PhD, MSc]focus: [llms, agents, speech, vision, ml_systems]delivery:seniority: senior-onlybased_in: Warsaw, PLhours: CET & US East
# How an engagement runsstages:- frame: { exit: brief + evaluation criteria }- prove: { exit: prototype scored on your data }- build: { exit: production release }- operate: { exit: handover, or we run it }principles:measure_first: truenda_before_details: truedata_residency: EUvendor_neutral: true
$ mail warsaw@rndcenter.pl -s "New project"→ routed to the Warsaw team✓ reply within one business day→ 30-minute technical call→ written proposal: scope, team, timeline✓ kickoff
Replywithin one business day✓
Statustaking on new projectsOpen