AI/LLM engineering and automation for business

We design and deliver AI solutions that accelerate workflows, reduce costs, and create measurable impact.

Discuss your task Estimate a PoC

AI Agents

We build agent systems that act, self-check, and escalate to humans.

LLM Automation

We automate operational chains, integrations, and system-to-system workflows.

Where Intellions delivers

Support

First-line assistant for tickets, summarization, and routing.

Sales

Personalized proposals and automated responses across the funnel.

Documents

Structured extraction from invoices, contracts, and statements.

HR & policies

Internal knowledge search and policy Q&A.

Analytics

LLM-driven insights across sales, procurement, and ops data.

News & risk monitoring

Event aggregation, normalization, and alerting digest.

Services

AI Agents

Tooling, action chains, and QA loops for autonomous agents.

RAG & assistants

Grounded answers on top of enterprise knowledge.

Documents & extraction

OCR, classification, entity extraction, and rule validation.

Integrations & automation

Connectors for CRM, ERP, BI, back-office, and external APIs.

LLM evaluation & audit

Quality metrics, test suites, security, and red teaming.

ML/CV on demand

Computer vision and ML models for specific workflows.

Featured projects

All projects →

Interio-AI

Pilot

AI interior redesign service from room photos with material selection and estimates inside a client cabinet.

generative design

imagery

estimation

• 420 requests processed in 4 weeks, average generation time — 1 minute.

• 28% registration conversion and 6% paid conversion during the pilot.

View case →

VResource | Resource AI

PoC

Personal Telegram news agent that aggregates sources, merges events, and sends only what matters.

agents

news

• MVP launched with reaction-based personalization.

• Stable 24/7 delivery for digests and push alerts.

View case →

How we work

01 — Discovery

Process diagnostics, data review, KPI and risk framing.

02 — PoC

Fast prototype with measurable quality metrics.

03 — Pilot

Limited rollout, integration, and readiness checks.

04 — Production

Architecture, monitoring, security, SLA, and enablement.

05 — Support

Continuous support, A/B tests, cost and quality tuning.

Security and perimeter

• NDA and access governance

• On-prem or private cloud

• Action logging and audit trail

• Data privacy controls

• Environment separation

Technology stack

Python / TypeScriptLLM orchestrationVector DB + searchPromptOps / eval suitesStreaming pipelinesObservability

Ready to discuss your task?

We propose implementation scenarios, estimate timeline and budget, and deliver a PoC-to-production plan.

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