Unit cost
€2.00 – €8.00 per legal document handled
Methodology v1.0. Counted once per legal document handled regardless of which capability handled it.
Run the legal ops surface end-to-end — parameterized NDA drafting, GDPR/CCPA data subject request handling, contract first-pass review with clause detection and redlines, and policy Q&A from the approved library — with counsel review on every substantive call.
Scoped like a paralegal / legal ops hire, priced per legal document handled, anchored to a fully-loaded EUR 55-75k benchmark.
Response time
sub-minute on intake triage
Accuracy target
94-97%
Escalation cap
under 4 hours on counsel review
Priced per business action
Range reflects document complexity. Low end is cited policy answers and standard NDAs; high end is multi-clause contract first-pass reviews and complex DSR responses.
Unit cost
€2.00 – €8.00 per legal document handled
Methodology v1.0. Counted once per legal document handled regardless of which capability handled it.
Human-equivalent reference
Paralegal / Legal Ops
EU mid-market
Benchmarked against EU mid-market paralegal and legal ops roles. Fully loaded includes salary, benefits, CLM + e-signature + privacy tooling, management overhead, and first-year ramp.
Live calculator
Demo projection · Methodology v1.0
Capabilities
Activate the capabilities that match your largest repetitive categories. Start with the default set; expand as you prove each one. Metered unit is the role's — adding capabilities never changes the per-action price.
Parameterizes NDAs from the approved template library.
Read the capability
Runs data subject requests through workflow with regulatory clock discipline.
Read the capability
Runs first-pass contract review with clause detection and redline suggestions.
Read the capability
Answers internal policy questions from the approved library with citations.
Read the capability
Scenarios
Three business shapes we see most often. Costs are computed from €2.00 – €8.00 per legal document handled and a fully-loaded Paralegal / Legal Ops benchmark.
Scenario 1 · SaaS · 300-800
400 legal documents handled / month
Starting capabilities
Situation
A 500-person B2B SaaS company handles 400 legal documents a month. NDAs stall deals for days. Internal teams ping counsel on the same policy questions weekly.
Agent fit
Legal Operations Specialist activates NDA drafting and policy retrieval. NDAs turn around in minutes; policy questions self-serve with citations; counsel focuses on substantive items.
Outcome
Expected outcomes at this volume: NDA turnaround under 30 minutes, policy self-serve rate above 85%, counsel hours recovered weekly.
Scenario 2 · Services · 800-2000
800 legal documents handled / month
Starting capabilities
Situation
A 1500-person services firm handles 800 legal documents a month. Contracts queue up for first-pass review. DSR clocks run tight. Policy questions flood counsel.
Agent fit
Legal Operations Specialist activates all four capabilities. NDAs, DSRs, contract first-pass, and policy answers all run on cadence with counsel review on substantive items.
Outcome
Expected outcomes: cycle-time reduction 50-70% on document coordination, DSR responses above 98% on time, contract first-pass cycle 60-80% faster.
Scenario 3 · SaaS · 50-100
150 legal documents handled / month
Starting capabilities
Situation
An 80-person B2B SaaS company handles 150 legal documents a month. NDAs hold up deals by a day or two. Commercial contracts queue up with the Head of Legal for first-pass comments that could run against the playbook.
Agent fit
Legal Operations Specialist activates NDA drafting and contract first-pass review. NDAs turn around in minutes against the template library; first-pass comments run against playbook clauses; counsel reviews substantive items only.
Outcome
Expected outcomes at this volume: NDA turnaround under 30 minutes, contract first-pass cycle 60-80% faster, counsel hours recovered weekly.
Scenario 4 · Marketplaces · 250-800
600 legal documents handled / month
Starting capabilities
Situation
A 450-person EU marketplace handles 600 legal documents a month. DSR clocks run tight across jurisdictions. Internal teams ping counsel on the same data-handling policy questions weekly. Partner contracts queue up for first-pass review.
Agent fit
Legal Operations Specialist activates DSR response, policy retrieval and contract first-pass. DSRs ship inside the clock with citations; policy answers self-serve across teams; partner contracts land first-pass ready for counsel review.
Outcome
Expected outcomes: DSR on-time rate above 98%, policy self-serve above 85%, contract first-pass cycle 60-80% faster.
NDA turnaround
Under 30 minutes
DSR response on time
Above 98% inside regulatory window
Contract first-pass cycle
60-80% faster
Policy self-serve rate
Above 85%
Weekly maintenance
3-5 hours
Legal traceability
every document logged with clause and policy references
How it works
Workflow summary
The agent picks up legal work from triggers — NDA requested, DSR received, contract uploaded, policy question asked — and produces the artifact with counsel review on substantive items.
Exceptions
Non-standard clauses, material-risk flags, regulator-facing items, and litigation-hold cases route to counsel with annotated context.
When humans step in
Humans step in on non-standard clauses, material risk, DSR disputes, regulator-facing items, litigation holds, and executive-facing contracts.
Connected systems
Agent operates inside CLM or doc repo, e-signature, ticket system, messaging, and privacy tool. Drafts NDAs, orchestrates DSR responses, runs contract first-pass review, and answers policy questions with citations — logs every artifact with audit trail.
Data inputs
Clause library, NDA templates, DSR workflow, policy library, contract history. Writes NDA drafts, DSR responses, contract redlines, and policy answers back to source systems with counsel review on substantive items.
Decision logic
Uses clause-library matching, risk-flag logic, DSR-workflow rules, and policy-retrieval patterns to decide auto-draft, route-for-review, or escalate-to-counsel.
Readiness
Clause library loaded, NDA templates approved, DSR workflow wired, policy library accessible.
Integrations
No new systems to learn. The role connects to the platforms your team already uses.
What "working" looks like
NDA turnaround under target
Under 30 minutes
Median time from request to parameterized NDA ready for signature.
Source · Agent execution log
DSR response on time above target
Above 98%
Share of data subject requests answered inside the regulatory window.
Source · Privacy tool + agent log
Contract first-pass cycle cut target range
60-80% faster
Median time from contract intake to counsel-ready review package.
Source · Agent execution log
Policy self-serve rate above target
Above 85%
Share of internal policy questions answered without counsel intervention.
Source · Agent execution log
Governance & compliance
AI Act posture
Subject to full EU AI Act conformity assessment, risk management, logging, human oversight, and post-market monitoring obligations.
GDPR legal basis
Legal obligation
DPIA
Recommended before deployment. We'll run one as part of the Launch Program.
Questions we get
An AI role priced per legal document handled. It drafts parameterized NDAs, handles data subject requests, runs contract first-pass review, and answers internal policy questions with citations. Same scope as a paralegal or legal ops hire, priced per document.
Pure usage: EUR 2-8 per legal document handled. Launch fee covers clause-library capture, NDA parameterization, DSR workflow design, and policy-library wiring.
No. The agent produces artifacts — NDA drafts, DSR responses, first-pass contract reviews, cited policy answers — and routes every substantive item to counsel. Legal judgement stays with the human lawyer.
Ironclad is the primary CLM integration. PandaDoc and DocuSign are supported on the e-signature and templating side. Notion and Google Drive work for the doc-repo model when no full CLM is in place.
The agent intakes the request, verifies identity against documented rules, coordinates data retrieval across source systems, drafts the response, and ships inside the regulatory clock. Disputed or novel items route to counsel.
Typical 28-42 days given the depth of clause-library and workflow capture. Faster with approved NDA templates, a documented DSR workflow, and a maintained policy library.
Chat opens with your role context already loaded. Scope a launch set of capabilities, review integrations, and get a timeline in one conversation.