DMS
Filing cabinet, not graph
You can find a doc by name. You cannot ask “what did we argue last time?” The question is unanswerable.
LAW KG · DESIGN-PARTNER GATED
NO FIRM SIGNED YET · ACTIVELY SEEKINGMatter memory. Without sending a single matter to a public model.
Private knowledge graph for legal practice. Matters, parties, precedent, documents — indexed on infrastructure your firm controls. No public LLM. No data leakage. Full audit trail.
THE PROBLEM
Institutional memory walks out when partners retire.
SCATTERED MEMORY
Email · Slack · Word · DMS
The longest-tenured partner is the search index. When they retire, the index walks out the door.
PUBLIC LLMS
Every keystroke a breach
In-house counsel won't approve them. Firms that need this most are structurally blocked from off-the-shelf.
WHAT YOU GET
Three layers. One private graph.
MATTER GRAPH
Linked · queryable · versioned
Every matter, party, opposing counsel, jurisdiction, outcome, billing record. Schema designed with practising legal-tech leads.
PRECEDENT + EVIDENCE
Provenance end-to-end
Documents, exhibits, expert reports, decisions linked to matters. Full chain of custody for ethics and discovery.
PRIVATE AI
Schema-only access
Natural-language queries. AI reads the schema; never sees raw documents unless permissioned. Every call audit-logged.
Full technical depth — schema, deployment shapes, audit-trail spec, privilege protection — at /kg/law.
PRIVACY · CONTROL · AUDIT
Why in-house counsel will sign.
Customer-controlled
Firm-owned infrastructure. Air-gapped option. No shared tenancy. No vendor-side index. Exit guaranteed.
No public-LLM exposure
Local or customer-deployed models. Matter content never leaves your perimeter. Schema goes to the model; bytes do not.
Audit trail per query
Every question, answer, document touched. Exportable for regulator and partner review.
WHO BUYS IT
Mid-size firms. 20–200 lawyers. Tech-forward leadership.
Managing partners
20–200 lawyer firms.
Watched a partner retire taking 25 years of precedent with them.
In-house counsel · CLOs
Tech-forward legal teams.
Rejected at least one generative-AI vendor on data-leakage grounds in the last 12 months.
Practice-group leads
Litigation · M&A · regulatory.
Junior associate spent three weeks reproducing a brief that already existed in the firm's files.
IT security · DPO
CISO · compliance leads.
DMS is the only system that knows where anything is — and you don't trust it to be complete.
DESIGN PARTNER PROGRAMME
First firm not yet signed. Looking for the right one.
Six-month engagement · signed scope · exclusive launch access · named technical contact · paid.
YOU COMMIT
6 months · 1 stakeholder
Signed scope on a single practice group. Weekly syncs. Honest feedback on schema fit.
CITHORUM COMMITS
Named CTO · exclusive slot
Spyros Argalias (CTO) as technical contact. Custom schema. No competing law-firm partner during the engagement.
YOU PAY
~⅓ of post-GA list
Single prepaid invoice. Funds the engineering — not margin extraction from the partner doing us a favour.
YOU GET AFTER
36-month price lock
First-mover position on GA. Locked SaaS pricing for 36 months. Co-marketing rights (opt-in). Graph is yours regardless.
First slot open. Air-gapped deploy where IT-security posture requires it.
Apply for design partnership →PRICING
Design partner first. SaaS after.
Design partner: ~⅓ of post-GA SaaS list, prepaid. Post-GA: per-firm-per-month, base matter quota plus per-query metering.
DESIGN PARTNER
Six-month scoped engagement
Single prepaid invoice. Named CTO. Custom schema. Exclusive launch access.
Apply →GA · POST-DESIGN-PARTNER
Per-firm / month
Base matter quota + per-query metering. Monthly invoice. 36-month price lock for design-partner alumni.
Talk to us →ENTERPRISE / AIR-GAPPED
Custom
Air-gapped on firm-controlled hardware. Sovereign-jurisdiction options. Above ~200 lawyers or special-category data.
Contact us →First firm not yet signed. Six-month paid engagement.
Tech-forward 20–200 lawyer firms whose legal team has rejected at least one generative-AI vendor on data-leakage grounds.