R&D Sprints
Targeted explorations to de-risk ideas, benchmark stacks, and produce actionable findings.
sys::status — accepting_projects
Software Research
& Automation
for Modern Business
We investigate, validate, and implement advanced software solutions — translating research into measurable business impact.
5
Open-source products
10+
Years in R&D
EU/UA
Remote-first
~/reslab/automation-stream.log
ACTIVE
andrew@reslab:~$ tail -f automation.log
ONLINE
pipeline
3 / 3
workers
98.3%
uptime
// what_we_do
What we do
We investigate, validate, and implement advanced software solutions — translating research into measurable business impact.
Architecture & Prototyping
From whiteboard to working prototype: specs, diagrams, PoCs, and pilot deployments.
Automation Delivery
Robust integrations, workflow orchestration, and observability for mission-critical processes.
// services
Services
Engagements designed for clarity, speed, and outcomes.
Discovery & Research
2-4 weeksProblem framing, stakeholder interviews, hypothesis design, and evidence-based recommendations.
Prototype & Validate
3-6 weeksPoC builds, benchmarks, and ROI modeling. Clear go/no-go signals.
Implement & Automate
6-12 weeksProduction-grade integrations, orchestration, and observability with change management.
// research_focus
Research Focus
We explore practical ways to leverage state-of-the-art technologies in real-world operations.
01
AI-augmented Workflows
LLM agents, retrieval, evaluation, and safety for enterprise contexts.
02
Data Engineering
Pipelines, governance, and cost-aware analytics for timely decisions.
03
Systems & Cloud
Resilient platforms, container orchestration, and edge deployments.
// technology
Technology
Open-source first, vendor-neutral. We prototype fast and ship safely.
PHP • Laravel
Docker • K8s
PostgreSQL • Redis
LangChain • OpenAI
Next.js • React
AWS • GCP • Azure
// how_we_work
How we work
Transparent, collaborative, outcome-driven.
-
01
Assess
Align on goals, constraints, and KPIs.
-
02
Explore
Research paths and design experiments.
-
03
Validate
Prototype, test, and quantify ROI.
-
04
Ship
Deliver automation with monitoring.
Let's build something
Let's automate
what matters
Tell us about your processes, systems, and targets. We'll propose a research-backed plan to reach them.