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Enterprise AI in production in 90 days — not 9 months.

CONE RED is an AI R&D lab and venture builder for Fortune 1000 and mid-market operators in financial services, healthcare, industry, and logistics. Most enterprise AI never ships — we get yours live: feasibility in 6 weeks, production in one quarter.

Areas Of Expertise

RAG & Retrieval
AI Agents
Document Intelligence
LLM Evaluation
Predictive Analytics
Recommendations
MLOps
Production AI
RAG & Retrieval
AI Agents
Document Intelligence
LLM Evaluation
Predictive Analytics
Recommendations
MLOps
Production AI
Financial Services
Healthcare
Industrial
Logistics
Professional Services
Feasibility Sprints
Venture Building
GEO — AI Visibility
Financial Services
Healthcare
Industrial
Logistics
Professional Services
Feasibility Sprints
Venture Building
GEO — AI Visibility

How We Engage

Capabilities are how we build; these are how we work with you — sized to de-risk the decision and get to production fast.

Feasibility Sprint

6 weeks

A go/no-go with a working prototype and a production plan — before you commit to a full build.

90-Day Deployment

One quarter

From a validated use case to a live, monitored system in production — not a nine-month science project.

AI Strategy

Board-level

Portfolio, ROI, and risk roadmap for CIOs, CTOs, and Chief AI Officers.

Venture Building

Co-build

Design, build, and spin out new AI products together with corporates.

Recently Shipped

Real systems, in production — not pilots left on a shelf. Clients are described by sector and scale, per NDA.

Fortune 100 · Financial services

Document classification at scale

  • 5,000+ documents/month in production
  • Gemini Pro with batch API + context caching
  • ≥95% accuracy target — live in 8 weeks
120-location pharmacy chain · Retail health

AI recommendations at the point of sale

  • AI-at-POS recommendations across the network
  • Rolled out to all 120 locations
  • Running against live, in-store transactions
European fintech · Banking

Bank-statement automation

  • 13 banks integrated in ~3 months
  • Live with production users
  • Recurring monthly production workload

Figures are from these specific engagements. We don't publish numbers we can't stand behind.

Frequently asked questions

What CONE RED is, how fast it ships to production, and how it works. See the full FAQ for more.

What is CONE RED?

CONE RED is a boutique AI engineering firm — an AI R&D lab and venture builder — that ships production-grade enterprise AI systems in about 90 days, not the multi-quarter timelines typical of large consultancies. It builds agentic systems, retrieval-augmented generation (RAG), document intelligence, conversational AI, and custom LLM deployments for Fortune 1000 and mid-market operators in financial services, healthcare, industry, and logistics.

What AI services does CONE RED offer?

CONE RED delivers production AI across seven areas: GEO (AI-visibility engineering), document intelligence and classification, AI agents and workflow automation, conversational AI and assistants, predictive analytics and decisioning, recommendations and personalization, and custom RAG and retrieval systems. Each is scoped to reach a live, monitored deployment — a working system in production, not a demo.

How fast can CONE RED get an enterprise AI system into production?

CONE RED establishes feasibility in about six weeks through a Feasibility Sprint that produces a working prototype and a go/no-go decision, then takes a validated use case to a live, monitored production system in roughly 90 days — one quarter rather than a multi-quarter build. Real timelines depend on data readiness, the number of formats and edge cases, and integration complexity, so CONE RED validates them on your own data in a scoped pilot first.

How is CONE RED different from Accenture, Deloitte, or McKinsey?

The large consultancies run advisory practices where enterprise AI engagements often span many months, and the market is growing fast — Accenture alone booked $5.9 billion in generative- and agentic-AI new bookings in fiscal 2025. CONE RED competes as a boutique lab: senior engineers building and deploying working production code, fixed six-week feasibility sprints, and a roughly 90-day path to production instead of a multi-year transformation program. Accuracy is measured and evaluated, never invented or guaranteed.

Does CONE RED work in regulated industries like financial services and healthcare?

Yes. CONE RED's RAG and retrieval systems ground large language models in a client's own documents and data and return source-cited, auditable answers, which suits regulated sectors such as financial services and healthcare. Recent engagements include bank-statement automation that reads statements across 21 banks at a measured 0.24% transaction-direction error rate, and a Fortune 100 document classifier processing 5,000+ documents a month to a target of at least 95% accuracy, live in eight weeks.

What engagement models does CONE RED offer?

Four. A six-week Feasibility Sprint returns a working prototype and a go/no-go production plan. A 90-Day Deployment takes a validated use case to a live, monitored system. AI Strategy gives CIOs and Chief AI Officers a portfolio, ROI, and risk roadmap. Venture Building co-builds and spins out new AI products with corporate partners.

Meet Our Leadership

Visionary leaders driving innovation and transformation in the AI landscape.

Alexey Korobeynikov

Alexey Korobeynikov

CEO & Founder

"AI isn't just about technology—it's about transforming how businesses think, operate, and deliver value to their customers in an increasingly competitive landscape."

Dima Levin

Dima
Levin

Chief AI Officer

"Big visions only land when the small workflows sing. I'm a process whisperer with technology titans at my side, matching each tool to the moment it quietly replaces heroics."

Let's Start Your AI Journey

Ready to transform your business with AI? Get in touch with our experts for a free consultation.

Quick Response

We'll get back to you within 24 hours

Location

Barcelona, Spain • Lisbon, Portugal • Sheridan, WY, USA (incorporation)

Why Choose CONE RED?

  • AI R&D lab & venture builder — production systems, not slideware
  • Feasibility in 6 weeks, production in ~90 days
  • Accuracy measured and evaluated — never invented or guaranteed
  • Real engagements across financial services, healthcare & retail
  • End-to-end support from strategy to deployment
90 days
To production
6 weeks
Feasibility sprint
Fortune 100
In production

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