Clarify business intent
Turn a requested outcome into the questions, scope, constraints and decisions that architecture teams actually need.
Enterprise Change Intelligence
Turn business intent into technical direction teams can trust.
Markian is the discovery and bridge tool for complex enterprise change. It connects what the business wants with evidence of how the enterprise actually works—creating trustworthy architecture intelligence for solution design, implementation planning and verification.
The convergence
Business describes the outcome. Technology gets a reliable path to delivery.
Today that translation is reconstructed manually across workshops, documents, architecture repositories and engineering teams. Context is lost, assumptions harden into ‘facts’, and important dependencies are discovered too late.
Maintain the knowledge graph
Connect and continuously validate existing enterprise knowledge and operational evidence into a trustworthy view of how the enterprise works today.
Translate into technical direction
Produce explainable impact, solution options, diagrams and specifications that business and technology can review together.
Business processesDocuments & expertsCMDB & EA toolsAPIs & repositoriesRuntime & observabilityData & ownership
The full change loop
From business intent to verified enterprise reality.
Markian carries context across the full change journey. It supports human decisions and bridges approved designs into the tools and teams that implement them.
Reconstruct context
Connect the relevant end-to-end business and technology landscape.
Propose the solution
Produce impact analysis, target design, E2E diagrams and implementation-ready specifications.
Guide implementation
Translate approved direction into work for delivery platforms, engineering tools and implementation teams.
Compare intent to reality
Use implementation and runtime evidence to find drift, gaps and missing dependencies.
Trust architecture
AI participates. Experts remain responsible.
Markian is designed for human-accountable work. If an output is not understandable, evidenced or reviewable, the process asks for clarification rather than inventing certainty.
Show why
Every important conclusion leads back to enterprise evidence and its quality.
Protect non-negotiables
Principles, constraints, safety boundaries and deliberate decisions shape AI reasoning.
Keep humans accountable
Draft, review, refinement and approval remain explicit parts of the change process.
A reviewable end-to-end change specification
Business contextCurrent & target stateImpact pathsRequirementsInterfaces & data flowsRisks & decisionsArchitecture diagramsHLD & LLD
Design Partner Programme
Explore one real enterprise change with Markian.
We are opening conversations with enterprises that want to test whether Markian can reconstruct a meaningful end-to-end flow and bridge a real business change into trustworthy technical direction.
What Markian needs
- One meaningful end-to-end business change
- Read-only access to a controlled set of relevant evidence
- One or two business and architecture subject-matter experts
- Structured feedback on accuracy and usefulness
What the partner receives
A focused discovery of the affected landscape: reconstructed flow, impact paths, blind spots, diagrams and a reviewable change specification—plus direct influence on the product.
Design partner conversations are open.