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DORA Agent | AI

Turn architecture bottlenecks into operational resilience

Manual enterprise architecture can feel outdated and slow. Teams often juggle fragmented tools and struggle to find skilled architects. At the same time, the Digital Operational Resilience Act (DORA) now applies in full, raising the bar for operational risk management and incident reporting.

The DORA Agent is an AIpowered assistant that automates architecture analysis, compliance workflows and reporting. Instead of spending hours on manual documentation, you can let the agent ingest an amendment, assess its impact, and produce a ‑DORAready report while you focus on strategic work. By automating regulatory workflows, security checks and reporting tasks, the agent reduces risk and frees your team from tedious documentation.

Why solution architects matter

Solution architects translate business goals into technical solutions. They design the software and systems that support your operations, make sure different parts of your IT landscape work together, and guide teams through change. They also ensure that your systems meet regulatory standards and that they can recover quickly from disruptions.

When solution architects are empowered, projects run smoothly, security issues are spotted early, and compliance activities are built into every change. They bridge the gap between business and IT, helping your company stay resilient, efficient, and ready for growth.

The bottlenecks and their impact

Many organisations rely on outdated tools and manual processes. This slows down architects and forces them to spend most of their time on paperwork and coordination instead of strategic design. There aren’t enough skilled architects to meet the demand, so important decisions get delayed. Without clear impact analysis and automated compliance checks, changes can break systems, cause outages, or create audit gaps.

If nothing changes, you risk longer project timelines, inconsistent systems, missed regulatory deadlines, and higher costs. Manual compliance work pulls people away from innovation. Lack of visibility can lead to nasty surprises in production, and failing to meet DORA requirements can result in fines and damaged reputation.

The DORA Agent addresses these bottlenecks. It gives solution architects a smart assistant that automates routine work and improves collaboration. This frees them to focus on designing resilient systems and reduces the risk of failure or non‑compliance.

See it in action (1–2 min Explainer Video)

  1. Ingest a change

    A team proposes a system change. The agent ingests architecture diagrams and requirements.

  2. Analyze the impact

    Using AI to cross‑reference dependencies, the agent flags risks, identifies affected components and maps third‑party suppliers.

  3. Generate evidence

    It produces a DORA‑compliant impact analysis, complete with an incident‑reporting checklist and audit trail.

  4. Collaborate and decide

    Stakeholders review the findings in an intuitive interface, adjust the plan if needed and approve the change

  5. Deliver faster

    The agent updates your tooling (Jira, Confluence, Git) and tracks ongoing resilience metrics.

Download the whitepaper

The DORA Agent tackles architecture bottlenecks with real-time analysis and dynamic modeling. Instead of wasting time on manual compliance tasks, teams gain automation for reporting, evidence collection, and third-party risk checks.

This strengthens resilience through proactive monitoring and alerts, while flexible deployment keeps data secure. With human-in-the-loop decision making, you stay in control as the agent speeds up compliance and boosts operational confidence.

The whitepaper explains xxxxxxx

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    Key benefits

    • Remove bottlenecks: The agent replaces static documents and bureaucratic reviews with real‑time analysis and dynamic modelling.

    • Meet DORA with confidence: Automate evidence collection, incident reporting and third‑party risk assessments to stay compliant with the strict requirements.

    • Cut manual effort: Reduce time spent on documentation and approvals; AI‑powered compliance automation frees teams to focus on high‑value initiatives.

    • Enhance resilience: Real‑time monitoring and alerting help detect compliance gaps early and ensure that service‑level objectives are maintained.

    • Flexible deployment: Hybrid cloud or on‑premises options, with support for both open‑source and proprietary models, ensure your data stays secure and under your control.

    • Human‑in‑the‑loop: The agent recommends, but people decide. Transparent reasoning and edit‑friendly outputs keep you in control.

    Differentiators

    • Multi‑agent architecture: Orchestrates specialized agents for ingestion, analysis, reasoning and reporting to maximize performance.

    • Enterprise‑grade security: Features such as role‑based access control, audit trails and encryption map directly to the five pillars of DORA.

    • Open ecosystem: Integrates with your existing tools (APM, CMDB, Jira, Confluence) and supports custom plugins.

    • Compliance by design: Automatically tags services with DORA, PCI or SOX labels and generates evidence for audits.

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