Applied AI · Business Strategy

Consulting-grade analysis, at software speed.

StrategyOS runs a complete strategic analysis of your business — fifteen established frameworks, executed by coordinated AI agents, then reconciled into one clear set of priorities. The work a consulting firm bills for over months, delivered as software.

The problem

Most businesses set strategy without ever analysing their business.

Proper strategic analysis — SWOT, PESTEL, Porter's Five Forces, unit economics, market sizing — is what consulting firms sell for tens of thousands of dollars over several months. Small and mid-sized companies cannot buy it at that price, so they skip it and decide on instinct. Meanwhile they are adopting AI faster than they are getting value from it.

88%
of organisations now use AI in at least one business function
McKinsey, The State of AI
39%
report any EBIT impact from it — and most of those, under 5%
McKinsey, The State of AI
98%
of businesses in Abu Dhabi are SMEs, generating 42.8% of non-oil GDP
Abu Dhabi Department of Economic Development

The gap isn't model capability. Companies have the tools. What they lack is the structured analysis that tells them where to point those tools — and which of the answers they get back is worth acting on.

How it works

Fifteen frameworks. One coherent strategy.

Each framework is owned by a specialist agent that receives only the inputs that framework needs. A coordination layer then reads every output and resolves it into a single view.

1

Structured intake

You connect your business data and answer a guided intake. The system asks precisely what each analysis requires — nothing more, and nothing it can derive on its own.

2

Parallel analysis

Specialist agents run fifteen established strategic frameworks concurrently. Each writes its own section, grounded in your data rather than in general knowledge about your industry.

3

Reconciliation

A coordination layer reads all of it and answers the questions that matter: where do the analyses agree, where do they contradict, which risk is genuinely critical, and what should you do first.

SWOT PESTEL Porter's Five Forces Competitive analysis TAM / SAM / SOM Business Model Canvas Value Proposition Canvas Jobs To Be Done Customer Journey Map Unit economics Financial analysis Risk analysis GAP analysis Benchmarking Value chain
Why us

The hard part is knowing when not to speak.

Anyone can prompt a language model for a SWOT. The difficulty is producing fifteen analyses that don't contradict each other, and being honest about which conclusions are actually supported by the data.

What a general-purpose chatbot gives you

  • One framework at a time, in isolation
  • Generic industry knowledge, not your numbers
  • Equal confidence in every statement
  • No way to tell which conclusion to trust
  • No reconciliation between contradictory outputs

What StrategyOS is built to give you

  • Fifteen frameworks, run against your own data
  • Contradictions surfaced rather than hidden
  • Calibrated confidence — abstention with a reason
  • A ranked set of priorities, not a document
  • An evaluation harness gating every release

We have shipped this problem before. Our founding team built and runs BrokerAI, a production AI system that converts raw shipping documents into filed customs declarations for a regulated government portal. Its core is a hierarchical agent classifier over a 13,000-leaf tariff nomenclature, gated by an evaluation harness built on real filed declarations: 95% precision at chapter level and 82% coverage with calibrated abstention, against roughly 23% for the naive single-prompt baseline it replaced. Low-confidence outputs return a specific reason instead of a guess — because in a regulated market, a confident wrong answer is worse than no answer.

Founding team

Engineers who have taken AI systems into production.

Built in-house. No outsourcing. Special prize winners at Hack Armenia 2026, a national LLM hackathon judged on technical implementation and measurable results.

Raffi Stepanyan
Co-founder & CTO
Applied AI engineer. Production LLM agent systems, RAG architecture and evaluation. Co-founder and technical lead of BrokerAI.
Hmayak Manukyan
Co-founder
Commercial lead. Operating experience running businesses — the customer whose problem StrategyOS is built to solve.
Erik Sahakyan
Engineering
Software engineer focused on AI. Machine learning, test automation, and open-source developer tooling on GitHub.
Hrachya Aslanyan
Engineering
Founding engineer.
Hayk Daghunts
Engineering
Founding engineer.
Contact

We're taking on design partners.

If you run a business and you'd trade an hour of your time for an early look at what the analysis says about it, we want to talk to you.

Based in
Yerevan, Armenia