Three things Siemserva does so any AI works well
The AI is yours to choose. The hard parts, getting the prompt right, keeping it grounded, and checking the answer, are done for you.
Prompt builder
Siemserva assembles a context-aware, PII-scrubbed prompt from your real scan: the findings that matter, ranked by Severity, with compliance context. Tenant names, users, and IDs are replaced with safe aliases first. Pick the size that fits your tool, from compact for small chat boxes to extended for large context windows.
Validation
Whatever the AI sends back is checked before it ships. Reports must contain the required sections with no leftover placeholders and no emoji. Generated PowerShell must connect with Microsoft Graph, use try and catch error handling, and avoid risky or legacy commands. Anything off is flagged, not silently used.
Automated reporting
The validated answer becomes a finished, self-contained HTML report you can hand to a colleague or an auditor, or print to PDF. Six report types cover detail, compliance, leadership, remediation, audit evidence, and multi-tenant roll-ups, generated from a single scan.
Two ways to connect your AI
Easy: copy and paste
No key, no setup, no cost beyond your own AI. Siemserva copies the prompt, you paste it into whatever AI you already use, then paste the answer back. Works with any chat AI: Claude, ChatGPT, Gemini, Copilot, and the rest.
Best for trying it out, locked-down environments, or teams without API keys.
Advanced: your API key
Run siemserva setup-ai with your own key and the AI streams straight into the report. Connect to Anthropic Claude or any OpenAI-compatible API, which covers OpenAI GPT, Azure OpenAI, and local models through Ollama.
Best for repeat runs and hands-off, one-keystroke reports. You still approve every change.
Either way you bring your own model and your own key. Senserva does not resell tokens or mark up inference, so you stay in control of cost, model choice, and data residency. See Senserva Trustworthy AI for the full safety model.
Six AI-enhanced report types, from one scan
Choose the report, choose AI-enhanced or quick, and Siemserva does the rest. Each is self-contained HTML, ready to share or print to PDF.
Detailed
Every finding with its source data, compliance mapping, and a validated fix.
Compliance
Findings organized by MCSB and CISA SCuBA with pass and fail rates.
Business review
Plain-language summary for leadership, with cost and risk framing.
Remediation
Prioritized fix checklist with step-by-step PowerShell and portal paths.
Audit
Evidence-first audit trail with control mappings and timestamped state.
Portfolio
Multi-tenant risk roll-up for MSPs, MSSPs, and SOCs.
More on the report engine: AI security reports and AI remediation.
Why the prompt builder makes any AI smarter
The copy-and-paste workflow, step by step
This is the easy path, and it needs no API key and no cost beyond the AI you already use. It is the same engine the advanced API path uses, just driven by your clipboard. Five steps:
Scan, then press A
On any dashboard tab, press A. Siemserva copies a context-aware, PII-scrubbed prompt to your clipboard, built from what is on screen. The Live tab gives broad insights, the Remediation tab gives fix instructions, the Errors tab gives diagnostics.
Paste into any AI
Open Claude, ChatGPT, Gemini, Copilot, or a local model, and paste. No integration to configure: if it takes text, it works.
Copy the answer
Let the AI respond, then copy its full reply.
Paste it back with Ctrl + V
Back in Siemserva, on the AI tab, paste the answer with Ctrl + V. Siemserva validates it as it comes in, so a malformed answer is caught here, not in your report.
Press R for the report
Press R and Siemserva folds the AI insight into a finished, self-contained HTML report. Review any remediation, approve it, and the next scan proves the gap is closed.
siemserva setup-ai with your own API key once. After that the same prompt, validation, and report happen in a single keystroke, with the AI streaming directly in. You still review and approve every change.
Frequently asked: using any AI with Siemserva
Any of them. Siemserva connects directly to Anthropic Claude and any OpenAI-compatible API, which covers OpenAI GPT, Azure OpenAI, and local models through Ollama. For every other AI, including Google Gemini, Microsoft Copilot, Llama, Mistral, and DeepSeek, the copy-and-paste workflow lets you use any chat AI.
No. The easy path needs no key: press A, paste the prompt into any AI, copy the answer, and paste it back with Ctrl + V. The advanced path uses your own key so the AI streams in. Both bring your own model, so there is no AI markup.
No. Siemserva runs locally with no agents and no cloud pipeline. Prompts are PII-scrubbed before they leave, AI calls go from your machine straight to the provider you choose with your own key, and Senserva never receives your tenant data or trains on it.
Every prompt is grounded in your real findings, and every AI-generated report and PowerShell script is validated against structural and content checks before it is shown. A human reviews and approves any change, and the next scan proves the fix worked. That is Senserva Trustworthy AI.
Bring your own AI. Keep your data.
Run the demo free, no registration and no access to your tenant. Then point Siemserva at the AI you already use.
Download and go, free