Fourteen deployable use cases — from 15-day deployment to SOC incident timeline reconstruction, with contractual pre-analysis in between. LMbox doesn't replace your tools, it amplifies what your people already know how to do.
From PO to first prompt: 15 days, no business interruption
You sign the contract on Monday. By Friday, the integrator has installed the appliance in your server room. The week after, your IT manager connects your document sources in a few clicks. On Day 15, your teams ask their first question — from their browser, with nothing to install on their machines. No migration, no business interruption.
The DPO knows there's an Excel somewhere in SharePoint with 18,000 prospect emails missing a legal basis, contracts without DPA clauses and CVs stored since 2017. LMbox scans continuously, flags the dormant violations and opens tickets — before the CNIL knocks.
During the supplier call, LMbox transcribes locally (Whisper), parses the claims and surfaces the calibrated walkaway from your last 14 deals — in a discreet pop-up. The voice never leaves your LAN, never reaches Zoom AI or OpenAI.
The new senior dev asks 80 questions a week. LMbox indexes 3 years of GitLab, Confluence, Slack and Jira: every answer cites the relevant commit, ADR, Slack thread and ticket. Your senior devs stay focused on shipping.
A lawyer prepares a case. They ask LMbox a legal question; in seconds, they get a synthesis of every similar case the firm has handled, with citations — and not a single client name ever leaves the firm.
3 a.m., SIEM alert. Instead of 3 days correlating Loki logs, Jira tickets, Slack #ops, GitLab commits and AD access, LMbox produces a timestamped timeline in 90 seconds — with citations. The analyst moves to remediation, not archaeology.
5 years of quotes scattered across 8 SharePoint folders. LMbox detects synchronised pricing patterns between supposedly competing suppliers, suspicious win-rotations and shared phrasings — surfaces what no human can see.
On the line, a technician hits a fault. They describe the symptom to LMbox, which returns the exact operating procedure, translated in real time from German or Japanese constructor documentation.
Twenty years of engagements, capitalised instantly
A consultant prepares a recommendation. LMbox synthesises the 200 similar engagements the firm has run, identifies recurring pitfalls and proposes a play.
An employee asks how to take child leave. LMbox replies with the exact procedure from your collective agreement and your company-level deal — not a generic answer scraped from the web.
An agent gets a complex request. LMbox reads the customer history, identifies the context and proposes three responses in your brand voice. The agent validates, personalises and sends.
Your teams handle classified, medical or strategic information. LMbox runs in air-gap mode, never connected to the outside world. You get the same power as a cloud service in a fully sovereign environment.
The lawyer drops the NDA into a SharePoint case folder — native Word or hand-signed scanned PDF, both work via a local vision model. The agent compares each clause to the firm's templates, flags deviations, scores risk, drafts the memo, emails the client and saves the draft into the right folder — all on the box, never sent to a third-party service.
The partner types "Draft the Vinci v. EDF brief, focus on EDF's failure to disclose technical information." In 5 minutes, a draft appears with 4 Supreme Court references, case-folder exhibits (including hand-signed scanned expert reports indexed via local vision model), direct loss quantified from accounting invoices. The agent saves the draft to the right SharePoint folder and opens a follow-up Jira ticket. The partner reviews, refines, files — no copy-paste.
30 d → 1 d
of work per complex litigation, draft + supervision
A junior briefs the agent on a new shareholders' agreement: act type, parties, subject, constraints. The agent retrieves 5-10 similar acts from the firm's corpus via `search_actes_types`, identifies the invariants (« le concluant » never « mon client », « PAR CES MOTIFS » in caps, firm citation format) and drafts following THOSE conventions. Partner review drops from 45-55 min to 10-15 min. No generic LLM style — your style.