Custom Software · AI · MLOps · DevOps

AI solutions for businessfrom pilot to production

We design, build and operate machine-learning and LLM systems. Productized packages with upfront pricing and timelines — you know the budget before we start.

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Productized packages with transparent budgets

Pricing and timelines are known upfront. Every package ends with a measurable result.

AI Pilot (PoC)

from $12,000
3–4 weeks

We validate the hypothesis on your data and calculate the economic impact before full-scale development.

  • Working prototype on your data
  • Model quality & metrics report
  • ROI estimate and rollout plan
  • Production architecture design

LLM & RAG Integration

from $30,000
2–3 months

Corporate assistants, semantic search and content generation on your data — including private deployment.

  • RAG platform on corporate data
  • Private deployment (on-prem or your cloud)
  • Integration with internal systems
  • Quality evaluation on test sets

Custom Development

from $35/hour
Time & Materials

Web, mobile and high-load systems turnkey — or extend your team with our engineers.

  • Dedicated team or outstaffing
  • Weekly demos & transparent reporting
  • DevOps: CI/CD, Kubernetes, observability
  • Support & product evolution

Package prices are starting estimates; the final quote is fixed after a free requirements audit. We work on T&M and fixed-price models.

How we work

A predictable process: you control budget and results at every stage.

  1. 01

    Free audit

    We analyze the task, data and infrastructure, then deliver an estimate and a fixed-budget pilot plan.

    2–3 days
  2. 02

    Pilot (PoC)

    We build a prototype on real data and measure quality. The go/no-go decision is based on numbers.

    3–4 weeks
  3. 03

    Production development

    Iterative development with weekly demos. Integrations, load testing, security.

    2–5 months
  4. 04

    Rollout & MLOps

    Deployment into your environment, model quality monitoring, alerts and CI/CD for ML.

    2–4 weeks
  5. 05

    Support & evolution

    We track data drift, retrain models and evolve the product along the roadmap.

    SLA 24/7

Cases with measurable results

Real systems running in production.

LLM · Semantic Search

Advanced RAG Platform

Corporate content management platform with semantic search and generation powered by GigaChat and Ollama.

16
content block types
2
AI engines: GigaChat, Ollama
35+
database migrations
23+
test modules
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Enterprise SSO · IAM

RSLogin

Single sign-on and access management: user federation and strong authentication for the enterprise.

2M+
users
500+
enterprises
99.9%
uptime
24/7
support
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Generative AI

AiChaos

Image generation platform with 10+ AI models via Telegram bot and web gallery.

10+
generation models
2
channels: Telegram & web
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Computer Vision · Retail

Temperature Monitor Bot

Computer-vision temperature monitoring for retail floors: real-time alerts and analytics.

100+
active installations
<1s
response time
99.9%
recognition accuracy
24/7
monitoring
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All projects

Let's discuss your project

Free consultation: we'll review your task and estimate the timeline and budget. We reply within one business day.

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