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Chief of Staff Agent

Turn meetings, OKRs, and initiatives into structured outputs — action lists, status rollups, board packs, exec communications — with voice-calibrated drafts.

Scoped like a chief-of-staff hire, priced per initiative or meeting processed, anchored to a fully-loaded EUR 90-140k benchmark.

Time to deploy
28-42 days
Time to first value
3-4 weeks
Impact
25-50 percent more initiatives per executive week
Maintenance
3-5 hours
Operating model
Human in the loop
Oversight
Escalation on sensitive communications, strategic interpretation, and board-material judgement calls.
SLA targets
  • Response time

    sub-hour on action extraction

  • Accuracy target

    92-97%

  • Escalation cap

    under 24 hours on exec-comms review

Priced per business action

Hire the role. Pay per initiative or meeting processed.

Range reflects output complexity — action extraction on a standard meeting sits at the low end; board-section assembly with multi-system source data sits at the high end.

Unit cost

€3.00 – €10.00 per initiative or meeting processed

Methodology v1.0. Counted once per initiative or meeting processed regardless of which capability handled it.

Human-equivalent reference

Chief of Staff

EU mid-market

Fully-loaded cost
€90,000 €140,000 /yr
Typical throughput
150-350 initiatives/mo

Benchmarked against EU mid-market chief-of-staff roles. Fully loaded includes salary, benefits, executive tooling, management overhead, and first-year ramp at senior tier.

Live calculator

Agent cost
€750 €2,500 /mo
Human equivalent
0.7-1.7 FTE
Human cost
€5,250 €19,833 /mo
Monthly savings
€2,750 €19,083
Payback on launch fee
0.8-9.4 months

Demo projection · Methodology v1.0

One-time launch fee · €16,000€26,000 · scales with capability count at go-liveOperating retainer · €2,500€4,200 /month (optional)

Scenarios

What this looks like in real businesses.

Three business shapes we see most often. Costs are computed from €3.00 – €10.00 per initiative or meeting processed and a fully-loaded Chief of Staff benchmark.

  1. Scenario 1 · SaaS · 120-300

    Mid-market SaaS exec team with OKR discipline

    200 initiatives or meetings processed / month

    Starting capabilities

    meeting-to-actionokr-tracking
    Agent cost
    €600 €2,000 /mo
    Human equivalent
    0.6-1.3 FTE
    Human cost
    €4,500 €15,167 /mo
    Monthly savings
    €2,500 €14,567

    Situation

    A 200-person B2B SaaS exec team runs ~200 tracked meetings and initiative check-ins per month. Actions get lost between meetings; OKR check-ins happen manually; board prep is a monthly scramble.

    Agent fit

    Chief of Staff Agent activates meeting-to-action and OKR tracking. Every tracked meeting produces structured actions; OKR check-ins run on cadence with rollup commentary; the exec team gets its bandwidth back.

    Outcome

    Expected outcomes at this volume: meeting-to-action rate above 90%, OKR cadence held weekly, 25-40% more initiatives advanced per exec-week, board prep already half-done by the time review starts.

  2. Scenario 2 · Services · 200-400

    Services firm with board reporting + exec-comms load

    350 initiatives or meetings processed / month

    Starting capabilities

    meeting-to-actionokr-trackingboard-prepexecutive-communications
    Agent cost
    €1,050 €3,500 /mo
    Human equivalent
    1.0-2.3 FTE
    Human cost
    €7,500 €26,833 /mo
    Monthly savings
    €4,000 €25,783

    Situation

    A 350-person services firm with quarterly board reporting runs 350 initiatives + meetings per month. The CEO's assistant spends 60% of time on coordination; board prep takes 3-5 days per quarter.

    Agent fit

    Chief of Staff Agent activates all four capabilities. Meeting-to-action runs always-on; OKR rollups feed the board pack; exec-comms drafts land review-ready; board-prep compresses from days to hours.

    Outcome

    Expected outcomes: board-prep lead time cut 40-60%, exec-comms drafts approved on first review at 60-80%, OKR cadence held, executive coordination throughput up 40-50%.

Extended KPIs

  • Meeting-to-action conversion rate

    Above 90% on structured meetings

  • OKR cadence adherence

    100% on-time check-ins

  • Board-prep lead time

    40-60% faster

  • Exec-comms first-review approval

    60-80%

  • Weekly maintenance

    3-5 hours

  • Source traceability

    every output linked to source material

How it works

Workflow, systems, and governance.

Workflow summary

The agent processes meeting outputs into structured actions, tracks OKR progress continuously, assembles board materials from source systems, and drafts exec communications for review.

Exceptions

Voice-tone deviations or strategic-interpretation ambiguity route to CEO or COO for direct review.

When humans step in

Humans step in on sensitive communications, strategic interpretation, board-material judgement, and voice-tone edge cases.

Connected systems

Agent operates across meeting transcripts, OKR tools, doc repositories, and exec communication channels. Writes actions, rollups, board sections, and draft comms back to source systems.

Data inputs

Meeting transcripts, OKR data, initiative metadata, historical board decks, exec voice samples. Writes actions, status rollups, and draft materials back to the authoritative doc.

Decision logic

Uses meeting-structure patterns, OKR taxonomy, and exec voice calibration to produce decision-ready outputs.

Readiness

OKR structure documented, board-pack templates approved, voice guide loaded.

Integrations

Works inside your existing stack.

No new systems to learn. The role connects to the platforms your team already uses.

What "working" looks like

An initiative or meeting is considered processed when it has been converted to structured output — actions, rollup, board section, or draft comms — with review-ready context attached.

  • Meeting-to-action conversion rate within target

    Above 90%

    Share of structured meetings producing complete, owned actions.

    Source · Agent output log + tracker

  • OKR cadence adherence held

    100%

    Share of scheduled OKR check-ins delivered on time.

    Source · OKR tool + agent log

  • Board-prep lead time cut 40-60%

    40-60% reduction

    Reduction in days spent on board-pack assembly vs baseline.

    Source · Exec time tracking

  • Exec-comms first-review approval rate at target

    60-80%

    Share of exec-comms drafts approved without substantive revision.

    Source · Review log

Governance & compliance

Governed by design. Reviewable by default.

EU AI Act · Limited risk

AI Act posture

Subject to transparency obligations: clear AI disclosure to end users where the agent interacts directly.

GDPR legal basis

Contract

DPIA

Recommended before deployment. We'll run one as part of the Launch Program.

Questions we get

Frequently asked.

What is the Chief of Staff Agent?

An AI role priced per initiative or meeting processed. It converts meetings into actions, tracks OKRs, assembles board materials, and drafts exec communications. Same scope as a chief-of-staff hire, priced per action.

How is it priced?

Pure usage: EUR 3.00-10.00 per initiative or meeting processed. Launch fee covers OKR taxonomy capture, board-pack template wiring, voice calibration, and evaluator design.

How does voice calibration work?

The agent trains on approved voice samples and recent exec communications. Tone deviations above tolerance route to the exec author for direct review before distribution.

When do humans step in?

On sensitive communications, strategic interpretation, board-material judgement, and voice-tone edge cases. Draft outputs always leave the exec team with the final word.

What systems does it need?

A meeting platform, messaging (Slack), email (Gmail or Outlook), a doc repository (Notion or Google Drive), and access to the OKR tool of record.

How fast does it go live?

Typical 28-42 days. This is a higher-tier deployment — voice calibration and OKR taxonomy work takes longer than operational roles.

Start deployment with Chief of Staff Agent.

Chat opens with your role context already loaded. Scope a launch set of capabilities, review integrations, and get a timeline in one conversation.