Unit cost
€1.50 – €4.00 per workflow instance completed
Methodology v1.0. Counted once per workflow instance completed regardless of which capability handled it.
Run recurring workflow instances end-to-end — approval orchestration, procurement intake, vendor coordination, exception routing — with audit-grade logs.
Scoped like an ops specialist hire, priced per workflow instance completed, anchored to a fully-loaded EUR 55-70k benchmark.
Projection · methodology-grade
30-50% faster workflow cycle time
Projected reduction in median cycle time across routine operational workflows once approval orchestration carries volume.
30-50% faster approval latency
Projected acceleration from request to approval decision when the orchestration capability handles routing and follow-up.
Response time
sub-minute on routing
Accuracy target
90-96%
Escalation cap
under 2 hours on exceptions
Pricing
Range reflects workflow complexity, number of approval hops, and exception rate. Low end is single-hop approvals; high end is multi-hop procurement with vendor coordination.
Unit cost
€1.50 – €4.00 per workflow instance completed
Methodology v1.0. Counted once per workflow instance completed regardless of which capability handled it.
Human-equivalent reference
Operations Specialist
EU mid-market
Benchmarked against EU mid-market ops specialist roles. Fully loaded includes salary, benefits, ticketing + collaboration 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.
Coordinates approval workflows with thresholds and named owners.
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Intakes procurement requests, checks completeness, prepares them for approval.
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Runs recurring vendor follow-ups and surfaces stuck items.
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Routes process exceptions to accountable owners with full context.
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Scenarios
Three business shapes we see most often. Costs are computed from €1.50 – €4.00 per workflow instance completed and a fully-loaded Operations Specialist benchmark.
Scenario 1 · Services · 80-200
300 workflow instances completed / month
Starting capabilities
Situation
A 150-person services firm runs 300 procurement + approval workflows per month. Purchase requests stall on unclear thresholds and owners. The ops team spends half its week chasing approvals.
Agent fit
Operations Specialist activates approval orchestration and procurement intake. Every request lands prepared, approvals route by threshold, and stuck items surface in real time. Ops hours shift to exception-owning work.
Outcome
Expected outcomes at this volume: 30-50% faster approval cycle, procurement intake cycle compressed, stuck approvals surfaced before they block work, full audit trail maintained.
Scenario 2 · SaaS · 120-300
600 workflow instances completed / month
Starting capabilities
Situation
A 250-person SaaS company runs 600 workflow instances per month across access approvals, vendor renewals, and procurement. Exception handling is ad hoc. Vendor renewals slip routinely.
Agent fit
Operations Specialist activates all four capabilities. Approvals route cleanly; procurement lands ready; vendor follow-ups run on cadence; exceptions route with context. The ops team gains back a headcount of capacity.
Outcome
Expected outcomes: 40-55% cycle-time reduction, vendor renewal on-time rate above 90%, exception routing accuracy 90-96%, audit trail complete across all instances.
Scenario 3 · Fintech · 150-400
450 workflow instances completed / month
Starting capabilities
Situation
A 250-person regulated fintech runs 450 workflow instances a month across vendor reviews, SOC2 evidence collection, and access approvals. Exception paths are ad hoc, and audit remediation work routinely slips into the following quarter.
Agent fit
Operations Specialist activates approval-orchestration, vendor-ops-coordination, and process-exception-handling. Approvals route by threshold with policy rationale; vendor follow-ups run on cadence with renewal evidence attached; exceptions land with the right owner instead of drifting.
Outcome
Expected outcomes at this volume: cycle-time reduction 30-50%, exception routing accuracy 90-96%, vendor renewal on-time rate above 90%, complete audit trail across every workflow instance.
Scenario 4 · Subscriptions · 300-700
1,000 workflow instances completed / month
Starting capabilities
Situation
A 500-person subscription SaaS runs 1,000 workflow instances per month. Procurement, vendor renewals, and access approvals compete for ops attention; two ops specialists already carry overflow that should sit with business owners.
Agent fit
Operations Specialist activates all four capabilities. Approvals route cleanly; procurement intake lands ready; vendor renewals run on cadence; exceptions route with context attached. The ops team redirects capacity from coordination to exception-owning work.
Outcome
Expected outcomes: 40-55% cycle-time reduction, approval latency 30-50% faster, vendor renewal on-time rate above 92%, audit-trail completeness at 100%, specialist hours redirected to higher-judgement work.
Workflow cycle time
30-50% faster
Approval latency
30-50% faster
Exception routing accuracy
90-96%
Audit-trail completeness
100%
Weekly maintenance
1-3 hours
Decision traceability
every instance logged with rationale
How it works
Workflow summary
The agent picks up workflow triggers, runs the SOP, requests approvals within threshold, resolves vendor follow-ups, and routes exceptions with audit trail.
Exceptions
Threshold breaches or owner-ambiguous cases route to the named operations owner.
When humans step in
Humans step in on above-threshold approvals, contract-sensitive vendor decisions, and novel exception categories.
Connected systems
Agent operates inside ticketing, Slack or Teams, email, and the SOP library. Completes standard instances, routes exceptions, logs full audit trail.
Data inputs
Workflow trigger event, requester, approval threshold, owner mapping, SOP version. Writes approval decisions, routing actions, and exception flags back to the system of record.
Decision logic
Uses workflow-category rules, approval thresholds, and owner mappings to complete or route each instance.
Readiness
Workflow catalog documented, owner matrix clear, thresholds agreed.
Integrations
No new systems to learn. The role connects to the platforms your team already uses.
What "working" looks like
Cycle-time reduction within target
30-50% faster
Median workflow instance cycle time vs pre-deployment baseline.
Source · Ticketing + agent log
Approval latency trending down
30-50% faster
Median time from request to approval decision.
Source · Agent execution log
Exception routing accuracy above target
90-96%
Share of exceptions routed to the correct first owner.
Source · Internal QA review
Audit-trail completeness at 100%
100%
Every workflow instance has a logged rationale and decision path.
Source · Agent audit log
Governance & compliance
AI Act posture
Subject to transparency obligations: clear AI disclosure to end users where the agent interacts directly.
GDPR legal basis
Legitimate interest
DPIA
Not required for this role's scope.
Questions we get
An AI role priced per workflow instance completed. It runs recurring approvals, procurement intake, vendor coordination, and exception routing with audit-grade logs. Same scope as an ops specialist hire, priced per action.
Pure usage: EUR 1.50-4.00 per workflow instance completed. Launch fee covers workflow catalog wiring, threshold policy capture, and owner-matrix integration.
On above-threshold approvals, owner conflicts, contract-sensitive vendor decisions, and novel exception categories. Every handoff carries audit context.
Thresholds are documented and enforced by the agent. Above-threshold decisions always route to the named owner. Audit log captures every threshold evaluation.
Messaging (Slack or Teams), email (Gmail or Outlook), optionally a ticketing system (Jira) and a knowledge base (Notion or Confluence).
Typical 14-28 days. Faster with a mature SOP library and current owner matrix.
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Last reviewed · Methodology v1
90-day operational guarantee. We agree on the outcome KPI before launch. If we haven't hit it by day 90, we keep working free until we do.
Chat opens with your role context already loaded. Scope a launch set of capabilities, review integrations, and get a timeline in one conversation.