We sell you AI that works,
not pretty slides
Started by product engineers who have seen enough AI projects fail. We know what separates demos from production systems.
Production systems deployed
20+
Ready-to-run solutions
5
ARR shipped by founders
$12M+
Origin story
Every AI consultant promised magic. Every demo looked impressive. Every project went over budget and under-delivered.
We saw the pattern: companies waste money on AI that does not solve real problems. Startups chase trends instead of fixing bottlenecks. Demos that never make it to production. So we built a company that does the opposite: we say no when AI is not the answer, start small, prove value fast, charge fixed prices, and hit deadlines.
We're engineers first, salespeople never.
Since 2025
The team behind R[AI]SING SUN
Small team. No account managers. No sales department. Just engineers who ship code and talk to clients directly.
Who you talk to
One point of contact
You talk to the founder, who also architects the systems and builds the AI agents. Engineers handle the rest. No translation layers. No let me sync with the team and circle back. Fast decisions. No bureaucracy.
Who ships
Fullstack engineers
Not specialists in silos. People who can ship from architecture to deployment. Faster decisions. No handoff delays.
Who sets the bar
Led by someone who has shipped
![Stanislav Chirk, Founder of R[AI]SING SUN](/_next/image?url=%2Fteam%2Fstanislav-chirk.png&w=3840&q=75)
Founder
Stanislav Chirk
15 years of commercial leadership
across telecom, construction, and fintech,
scaling businesses to $10M+ revenue.
Since 2022, in AI (ex-Head of R&D),
consulting for Wargaming, Aylo, Captiv8 (1M+ MAU each).
Operating principles
How we work when your budget and your production systems are on the line.
Boring work pays best
Glamorous AI projects fail. We solve the ugly problems: data cleanup, repetitive tasks, manual bottlenecks. That is where ROI lives.
Prove it fast
One process. One agent. One week. See it work before committing your budget. If it fails, you have lost days, not months.
AI-agnostic approach
We do not care which model we use. We care if it solves your problem. Sometimes that is GPT-5.5. Sometimes it is a $0.001/call local model.
Built for failure
AI will break. We design for it: fallbacks, alerts, human checkpoints. Perfect systems do not exist. Resilient ones do.
Fixed scope, fixed price
No open-ended discovery phases. Price upfront. Fixed-stage payments. Full budget control. If your procurement needs RFPs and compliance docs, we include them in the price.
We'll tell you no
Sometimes AI is not the answer. Sometimes your process needs fixing first. We would rather lose a deal than waste your money.
What separates working systems from expensive experiments
We have seen both sides. We have architected systems that work and debugged ones that do not. The difference is not the model. It is the engineering.
Production-ready, not prototype
A demo that impresses, then breaks the moment real traffic hits it.
We build for production from day one: monitoring, fallbacks, error handling, edge cases.
Real integrations, not guesswork
Scraping and prompt-and-pray that drifts the moment your data changes.
Direct database queries and API connections. 0% hallucinations where accuracy matters.
3–5 weeks, not 6 months
Open-ended timelines stretched to bill more hours.
Deployed systems in 30 days, from prototype to stable product, because we know what we are doing.
Two paths: custom or ready-made
Unique workflow or a known bottleneck? We build both.
Custom build
Custom AI solutions
We build custom AI for unique problems: tailored to your workflow, data structure, and business constraints.
From $11,500+, full-stack: frontend, backend, AI, and deployment.
Learn more →Ready-made
Ready-to-run solutions
We noticed patterns, the same bottlenecks across industries. So we productized them.
Includes Talkulate Light · Talkulate AI CPQ · Booking Agent · Career Finder · Logwick.
Learn more →Technologies we work with
We're model-agnostic. We pick the best tool for your specific problem, and we're honest when a simpler one wins.
What we build with them
Multi-agent systems
Coordinated multi-step AI, not a single chatbot reply.
Document AI (VLM + OCR)
Reads scans, phone photos, PDFs, and handwriting.
Graph RAG & retrieval
Answers grounded in your data and how it connects.
Custom reasoning engines
Schema-guided, validated logic for your domain.
System integrations
Agents that act inside your CRM, tools, and databases.
Production LLMOps
Deploy, monitor, alerts, and fallbacks in production.
Evals & quality scoring
Every output measured, so accuracy keeps improving.
Guardrails & PII masking
Sensitive data detected and masked, with audit logs.
What we have already argued in public
Long-form takes on adoption, ROI, and what still holds once the demo ends.
Ready to talk?
No sales pitch. No 30-page proposals. Just a conversation about whether we can actually help.