MCP-Ready Architecture
This MVP uses local evidence packs and deterministic strategy agents. Future MCP-style tools could inspect approved operational metadata and support readiness scoring, AI use-case strategy, governance defensibility, value measurement, change management, pilot charters, and consultant cockpit preparation.
Today: local evidence packs, deterministic evidence-led strategy analysis, and no live enterprise integrations.
Next: secure connectors for CLM metadata, intake queues, SharePoint, Teams or Slack routing, reporting systems, playbook repositories, negotiation memory stores, and contract lifecycle systems.
Future: MCP-style tool registry with permissioned, auditable, human-approved tools powering readiness scoring, use-case portfolio, governance snapshot, value measurement, change planning, pilot charter, and consultant cockpit.
EzerLex should not take autonomous legal actions without human approval.
Connectors should create audit events, respect least-privilege access, and keep final legal judgment with licensed counsel.
No future connector should interpret contracts, approve legal positions, or replace licensed counsel.
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Future connector that could inspect non-confidential CLM metadata completeness, workflow status, cycle time, and stalled requests.
Data accessed
Contract metadata, Workflow status, Approval history, Cycle-time fields
Required approval
Legal ops admin plus CLM system owner
Human approval required
Yes
Audit event
tool.inspect_clm_metadata
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Future connector that could inspect intake request metadata, missing fields, routing patterns, and SLA status.
Data accessed
Request metadata, Routing status, Missing information fields, SLA timestamps
Required approval
Legal ops workflow owner
Human approval required
Yes
Audit event
tool.analyze_intake_queue
read
Future connector that could inspect repository structure, duplicate indicators, metadata completeness, source-of-truth rules, and access groups without contract-text analysis.
Data accessed
Folder structure, Document metadata, Access groups, Duplicate indicators
Required approval
Legal, IT, and repository data owner
Human approval required
Yes
Audit event
tool.inspect_repository_hygiene
read
Future connector that could summarize playbook inventory, categories covered, owners, review cadence, and escalation fields.
Data accessed
Playbook metadata, Owner fields, Review history, Escalation labels
Required approval
Legal playbook owner
Human approval required
Yes
Audit event
tool.summarize_playbook_coverage
read
Future connector that could inspect AI policy metadata, approved use-case registers, vendor approvals, data-classification flags, and audit expectations.
Data accessed
AI policy metadata, Use-case register, Vendor approval records, Audit configuration
Required approval
Legal, security, and AI governance owner
Human approval required
Yes
Audit event
tool.check_ai_governance_controls
read
Future connector that could inspect KPI coverage, dashboard availability, cycle-time reporting, request volume, aging, and executive cadence.
Data accessed
Dashboard metadata, KPI definitions, Aggregated workflow metrics
Required approval
Legal ops reporting owner
Human approval required
Yes
Audit event
tool.inspect_reporting_visibility
read
Future connector that could inspect whether negotiation outcomes, fallback decisions, rationale, approval owners, tags, and lessons learned are captured.
Data accessed
Negotiation outcome metadata, Approval owner fields, Tags, Lessons learned fields
Required approval
Legal knowledge owner
Human approval required
Yes
Audit event
tool.inspect_negotiation_memory
write
Future tool that could map inspected readiness signals to viable, blocked, and foundation-dependent legal AI use cases.
Data accessed
Approved evidence signals, Use-case criteria, Governance gaps, Missing prerequisites
Required approval
EzerLex consultant or authorized legal ops reviewer
Human approval required
Yes
Audit event
tool.generate_ai_use_case_portfolio
write
Future tool that could propose KPI baselines, owners, cadence, and executive reporting for a selected pilot.
Data accessed
KPI definitions, Aggregated workflow metrics, Pilot use case, Reporting cadence
Required approval
Legal ops reporting owner
Human approval required
Yes
Audit event
tool.generate_value_measurement_plan
write
Future tool that could prepare a controlled pilot charter from approved readiness signals, use-case portfolio, governance controls, and value metrics.
Data accessed
Use-case portfolio, Governance controls, Value metrics, Stakeholder profile, Pilot scope
Required approval
EzerLex consultant or authorized legal ops reviewer
Human approval required
Yes
Audit event
tool.generate_pilot_charter
write
Future tool that could prepare a consultant brief from readiness findings, use-case portfolio, governance snapshot, value plan, change plan, pilot charter, contradictions, and follow-up questions.
Data accessed
Agent findings, Contact profile, Evidence confidence, Recommended sprint, Pilot charter
Required approval
EzerLex consultant
Human approval required
Yes
Audit event
tool.prepare_consultation_brief
EzerLex provides legal operations, workflow design, CLM optimization, AI readiness, governance, reporting, playbook structuring, and human-reviewed operational guidance. It is not a law firm, does not provide legal advice, and should not receive confidential contract language through this MVP.