Describe the change
Start with the business outcome—not a predefined list of systems.
Enterprise architecture intelligence
Know what a business change will actually affect.
Markian connects business intent to the real enterprise landscape. It turns fragmented architecture evidence into traceable impact analysis, exposed blind spots and a reviewable implementation plan.
The workflow
From business intent to an architecture decision.
Architecture knowledge is scattered across documentation, repositories, runtime telemetry, CMDBs, tickets and people's heads. Markian builds the evidence layer needed to reason across those boundaries.
Trace the impact
Identify affected capabilities, applications, interfaces, data and teams.
Show the evidence
Make dependency paths, confidence and blind spots reviewable.
Plan the change
Generate connected diagrams and implementation specifications for review.
Trust architecture
AI participates. Experts remain responsible.
Markian is designed for human-accountable architecture work. If an output is not understandable, evidenced or reviewable, the process stops and asks for clarification.
Connect the evidence
Controlled adapters link knowledge from code, APIs, databases, documents and operational systems into a traceable architecture graph.
Protect the non-negotiables
Experts define principles, invariants, safety boundaries, regulatory requirements and deliberate decisions before AI interpretation begins.
Clarify before automating
AI supports analysis inside a reviewable process. Missing understanding is treated as a stop signal—not permission to invent.
One adaptable, end-to-end change specification
Business contextCurrent & target stateImpact analysisRequirementsInterfaces & data flowsRisks & decisionsArchitecture diagramsHLD & LLD
Review loopDraft→Review→Refinement→Approval
Why Markian
Decision intelligence above the coding layer.
The gap
Coding agents increasingly understand a repository. Enterprises still lack a trustworthy answer to the cross-landscape question: if we make this business change, what must change, where, why and in what sequence?
The product thesis
Markian becomes the living model that connects business capabilities, systems, APIs, data, ownership, runtime behaviour and change history—while explicitly showing what it does not know.
Founder-led, bootstrapped and in enterprise discovery