When a departing attorney exports client files, forwards them to personal email, and uploads to Dropbox — we catch the full chain before anyone knows it's happening. 100% on-premise. Zero data egress. Litigation-ready evidence.
The average time to detect insider data theft is 77 days. By then, the client book is gone, the files are copied, and you're paying $500/hr for reactive forensics.
A partner leaves to a competitor. They took the client relationships, the matter files, and the billing history. You didn't know until clients started calling to say they're moving their business.
Attorneys start staging files 2-4 weeks before resignation. DLP tools generate thousands of false positives. By the time anyone notices the real exfiltration, the damage is done.
Your existing tools alert on everything. 4,200 alerts a month, 3 real threats. Nobody can find the signal in that noise. The departing attorney knows it.
Even when you catch it, your logs don't hold up. No chain of custody. No correlation across systems. The CFAA case falls apart before it starts.
We don't flag individual file downloads. We correlate the entire departure-theft pattern across your systems in real time.
When an attorney accesses matters after hours, exports 218 files from iManage, forwards attachments to personal Gmail, and uploads to Dropbox via split-tunnel VPN — we see the full chain and trigger containment in under 3 seconds.
Pure pattern matching. No LLM latency. Detect the departure-theft chain as it unfolds, not 77 days later.
Runs on your hardware. No client data, no PII, no matter files ever leave your network. Your data stays yours.
CFAA, DTSA, trade secret cases. Chain of custody preserved. PDF + JSONL audit trail generated automatically.
No IT overhaul. No cloud migration. We deploy on your existing infrastructure and start detecting from day one.
We connect to your DMS (iManage, NetDocuments), email gateway, and cloud proxy. Read-only. No changes to your systems.
The engine establishes normal access patterns for every attorney. Within 48 hours, it knows what normal looks like.
When access patterns deviate — after-hours matter access, bulk exports, personal email forwards — the engine correlates the chain in real time.
Automatic containment: revoke sessions, suspend VPN, quarantine evidence, alert the ethics partner. NIST 800-61 compliant.
This is the actual detection engine running an attorney departure scenario. Every event, every trust score drop, every containment action — from real patterns.
Real results from real investigations.
Really amazing this was all done offline!
Malu's work stands out because it is not a “wrapper” on existing frontier models. He is building an offline intelligence system that produces its own defensible signal, creating a durable moat versus competitors who rely on the same upstream model capabilities.
Every deployment is scoped to your infrastructure, your compliance posture, and your risk profile. Pricing is discussed on a discovery call once we understand your environment.
Attorney departure detection deployed on your infrastructure. Real-time monitoring. Litigation-ready evidence. Deployed in 48 hours.
We built a detection engine that catches attorney departure theft in real time. Not because it was an interesting engineering problem — because the alternative is finding out 77 days later that your top partner walked with an $8M client book and you have no evidence.
The system runs 100% on-premise. No cloud. No data leaving your network. Pure pattern correlation across iManage, email, and cloud proxy. When the exfiltration chain forms, containment fires automatically — session revocation, VPN suspension, evidence quarantine, ethics partner notification. NIST 800-61 compliant.
We align innovation with compliance from the outset — not bolted on after the fact. On-premise data residency, privilege-aware detection, litigation-ready audit trails. No regulatory exposure created by the tool meant to reduce it.
We work directly with law firms. We deploy on your hardware. We're accountable for results.
Most AI is a distraction — chatbots, wrappers, generic promises. EchoWorks is different. We deploy agentic operating systems that execute real work inside your environment: detecting threats before they escalate, coordinating safely across high-stakes workflows, and closing the gap between intelligence and action. No clouds. No data egress. Full audit trails. Your rules enforced. Intelligence that compounds smarter over time.
Frameworks, not one-off outputs. One strong idea scales across users and domains.
A secure path lets people act with confidence instead of hesitation.
Reduce friction in real workflows. Turn uncertainty into motion.
No more dependency on broken or generic tools. Operate with purpose.
30-minute briefing tailored to your firm. No pitch deck — we show you the detection engine on live data.
Attorneys start staging files 2-4 weeks before they resign. By the time you get the letter, the client book is already gone. We catch it while it's happening.
Schedule a CallEchoBlue Holdings LLC • Atlanta, GA