Outcome cluster — move faster
AI agents that drive Move Faster.
Speed is the operating metric mid-market operators compete on. Faster approval cycles, faster collections, faster onboarding, faster incident response, faster hiring loops, faster forecast updates. Every cycle time that gets compressed frees a unit of your team's attention for the work only humans can do.
The role-based AI pattern is uniquely suited to this outcome. Unlike workflow automation (which speeds up a single linear path) or chatbots (which speed up a single interaction), a hireable role compresses cycle time across a whole category of work: the happy path AND the exception path, the routine AND the judgement-adjacent, the thing your team does daily AND the thing they do at month-end close.
The operating model in Move Faster.
Compress the cycle, not just the step
Most automation speeds up one step of a process. AI roles compress the end-to-end cycle: intake → triage → action → follow-up → exception routing. The win is measured on cycle-time of the unit-of-work, not seconds saved on one click.
Continuous, not burst
Human teams batch. They process tickets between meetings, reconcile at month-end, run recruiting cadences on a weekly calendar. AI roles run continuously — which means the backlog never accumulates in the way it does when a human is the bottleneck.
Exception routing is the accelerator
The real cycle-time killer is the exception that sits in a queue waiting for someone to notice. AI roles escalate exceptions the moment they're detected, with full context attached — so the human who handles them starts from minute one, not from triage.
Measured on your existing dashboard
Move Faster is an outcome your operations team already reports on. The role's KPI is read from your existing cycle-time dashboard, not a vendor report. No new measurement layer, no 'their numbers vs ours' reconciliation.
How it rolls out
The playbook a real Operating Partner runs.
Phase 1
Pick the cycle with the worst queue-wait
The highest-leverage cycles are the ones where the work is routine but the handoff is slow: approval requests waiting for a reviewer, tickets waiting for triage, invoices waiting for coding. Pull the current cycle-time data for three candidates.
Phase 2
Baseline the current cycle-time distribution
Median, p75, p95. The move-faster KPI targets the p75 and p95 (the tails), not just the average. If your p95 cycle-time is measured in days, that's where the value lives.
Phase 3
Scope the role around the full cycle
Not just the automation — the whole cycle. Intake, triage, action, exception handling, escalation routing, follow-up. Write it in one diagram, sign it with the team that owns the cycle today.
Phase 4
Launch with continuous measurement
Role goes live. Cycle-time is reported daily for the first 30 days. Weekly review of p75 + p95 movement. If the tail isn't compressing, the exception-handling policy tightens in writing.
Phase 5
90-day KPI review, expand to the next cycle
Read the contracted cycle-time compression off your existing dashboard. If hit, scope the next cycle — usually one your operations lead has been wanting to clean up for two quarters.
Move Faster works when the role owns the full cycle, not just the automation step. Every role below is structured that way: a clear cycle, a clear KPI, a continuous measurement pattern that reads from the dashboard your team already checks.
Every role scoped to this outcome
11 roles
- Ready
AR Specialist
Finance · Move Faster
Handle AR end-to-end — collections follow-up, revenue recovery, dispute triage — with clear escalation for sensitive cases.
- Deploy
- 21-35 days
- Impact
- 30-60 percent faster
€0.80 – €2.20 per invoice actioned
- Ready
Chief of Staff Agent
Operations · Move Faster
Turn meetings, OKRs, and initiatives into structured outputs — action lists, status rollups, board packs, exec communications — with voice-calibrated drafts.
- Deploy
- 28-42 days
- Impact
- 25-50 percent more initiatives per executive week
€3.00 – €10.00 per initiative or meeting processed
- Ready
Client Delivery Coordinator
Delivery · Move Faster
Run client delivery coordination end-to-end — engagement intake scoping, resource allocation and staffing, client status reporting on cadence, and time-tracking nudges and approvals — with delivery-lead review on staffing and client-commitment decisions.
- Deploy
- 28-42 days
- Impact
- 50-65 percent cycle-time reduction on routine delivery events
€1.00 – €3.50 per Project event handled
- Ready
Data Analyst
Data · Move Faster
Run the analytics service desk end-to-end — natural-language-to-SQL with validated queries, recurring dashboard distribution to stakeholders, pipeline and schema health monitoring, and metric anomaly detection — with analyst review on novel metrics and sensitive breakdowns.
- Deploy
- 21-35 days
- Impact
- 50-70 percent cycle-time reduction on ad-hoc analytics queue
€0.80 – €3.50 per query or report handled
- Ready
IT Helpdesk Specialist
IT · Move Faster
Run the IT helpdesk end-to-end — access provisioning and de-provisioning, password resets with identity verification, asset lifecycle tracking, licence utilization and renewal flags — with admin review on policy-sensitive moments.
- Deploy
- 21-35 days
- Impact
- 50-70 percent cycle-time reduction on routine tickets
€0.40 – €1.20 per IT ticket handled
- Ready
Operations Coordinator
Operations · Move Faster
Handle the daily ops glue — routing internal requests, retrieving SOPs, triaging shared inboxes — so work moves to the right owner without manual sorting.
- Deploy
- 14-28 days
- Impact
- 25-50 percent faster
€0.25 – €0.70 per internal request handled
- Ready
Operations Specialist
Operations · Move Faster
Run recurring workflow instances end-to-end — approval orchestration, procurement intake, vendor coordination, exception routing — with audit-grade logs.
- Deploy
- 14-28 days
- Impact
- 30-50 percent faster instance completion
€1.50 – €4.00 per workflow instance completed
- Ready
People Operations Coordinator
People · Move Faster
Run employee lifecycle coordination end-to-end — onboarding, offboarding, PTO and leave, handbook Q&A, benefits enrollment — with HRBP review on every sensitive moment.
- Deploy
- 21-35 days
- Impact
- 50-70 percent cycle-time reduction across lifecycle events
€0.80 – €2.50 per employee lifecycle event handled
- Ready
Product Operations Analyst
Product · Move Faster
Run product operations end-to-end — feature-request clustering, bug triage with owner routing, release-note drafting from ticket and PR data, and user-feedback synthesis across sources — with PM review on prioritization and release sign-off.
- Deploy
- 28-42 days
- Impact
- 50-65 percent cycle-time reduction on feedback triage and release drafting
€0.50 – €2.00 per Feedback item processed
- Ready
Recruiting Coordinator
People · Move Faster
Run candidate-side recruiting coordination end-to-end — pipeline tracking, interview scheduling, panel coordination, reference checks — with recruiter review on judgement calls.
- Deploy
- 21-35 days
- Impact
- 40-60 percent time-to-hire reduction on coordination surface
€1.50 – €5.00 per candidate processed
- Ready
Support Operations Analyst
Support · Move Faster
Deliver weekly operating analyses — theme trends, knowledge gaps, queue risk, CSAT drivers, leadership briefings — from support data already in the help desk.
- Deploy
- 21-35 days
- Impact
- Weekly briefings on always-on cadence
€80.00 – €220.00 per analysis delivered
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.
Pick a role. Start deployment.
Every role in this view is hireable, governed, and anchored to the fully-loaded cost of the equivalent hire.