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SynthBoardDecision Intelligence Platform
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  1. Home
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  3. Performance Management
Decision Cluster · Performance Management

AI for Performance Management Decisions

Most performance systems are ceremonies that produce nothing. Run yours through an Operator, an Empath, a CEO, a CFO, and a Skeptic — and design something that actually changes behavior.

Start Free See How It Works

What you get

Review cadence + scope

The panel debates frequency (annual vs continuous), scope (rating vs feedback), and what the system is actually for.

PIP design + criteria

The Operator and Skeptic design PIPs that are honest exits or honest revivals — not theater.

Calibration mechanism

The CEO debates how to prevent grade inflation without forcing artificial distributions.

Compensation link

The CFO and Operator debate whether and how reviews should connect to comp.

Questions people ask

Real questions. Multiple expert perspectives. Every time.

“Annual reviews vs quarterly vs continuous feedback — what fits our 25-person team?”

“Should we use ratings, no ratings, or rankings?”

“Force-rank distributions — useful or destructive at our scale?”

“PIP design for a long-tenured employee struggling with a new role?”

“Should performance reviews directly drive compensation, or be separated?”

“360-degree reviews — for everyone, for managers, or skip?”

Your Expert Team

Each expert thinks independently — they won’t just agree with each other.

The Operator

The Operator

Turns strategy into the boring, sequenced work that actually ships.

The Empath

The Empath

Reads the emotional, cultural, and team dynamics behind the decision.

The CEO

The CEO

Holds the through-line on company strategy and stakeholder trade-offs.

The CFO

The CFO

Pressure-tests unit economics, runway, and capital allocation.

The Skeptic

The Skeptic

Questions every premise. Finds blind spots others miss.

What you’ll get

A synthesized recommendation from your team of experts — not just opinions, but structured analysis.

+2
5 experts analyzed
Synthesis Complete
Consensus Score74%

Moderate Agreement

Key Recommendations

Annual reviews are recall-biased and behaviorally inert; continuous feedback drives real change
Public ratings create defensive dynamics; private calibration tools work better
Force-ranking under 50 employees creates more dysfunction than signal

Synthesized Recommendation

Continuous feedback with semi-annual formal check-ins, not annual reviews. Use a 3-tier rating (exceeds / meets / below) for calibration purposes only — not public to employees. Decouple ratings from comp; compensation tied to role-level and market data with discretionary performance bonus. Skip force-ranking at your scale.

Full analysis continues with detailed reasoning, trade-offs, and next steps...

Watch Out For

Manager training is the unlock — bad feedback is worse than no feedback
Decoupling ratings from comp requires explicit communication or employees infer the link

Expert Opinions

Try it yourself — free

Why SynthBoard for this

Empath at the table

The Empath represents what employees actually experience — usually different from what the policy intended.

Anti-ceremony framing

The Skeptic blocks design choices that exist to look rigorous without producing behavior change.

System-level reasoning

The Operator weighs how each piece (cadence, ratings, comp link, calibration) interacts with the others.

Policy starter on demand

Output includes a starter policy document you can iterate with HR/legal.

Common questions

The questions people ask before they sign up.

Should we have ratings or skip them?

Most companies under 50 employees should skip public ratings and use private calibration. Above 200 employees, formal ratings often help comp consistency. The Boardroom will calibrate against your specific stage and culture.

How often should we run formal reviews?

Quarterly check-ins with semi-annual formal reviews is the modern pattern for fast-moving companies. Annual reviews are recall-biased and behaviorally inert; the Boardroom will pressure-test your specific cadence.

Should performance reviews directly drive comp changes?

Mixed evidence — direct links create defensive dynamics in reviews; decoupling can produce confusion about how comp actually moves. The Operator will design a hybrid that fits your culture.

How do we handle a long-tenured employee struggling in a new role?

Often a role-design problem, not a performance problem. The Empath and Skeptic will pressure-test whether the issue is fit or capability — different interventions for each.

Can the panel evaluate a specific PIP?

Yes — share the role, the gap, and the proposed PIP structure, and the panel will pressure-test whether it's an honest plan or theater. Honest PIPs have clear criteria and a real chance of success; theater PIPs are usually exits in disguise.

Is this confidential?

Yes — sessions are private to your account. You can debate sensitive performance decisions without exposure.

Keep exploring

Adjacent decisions, audiences, and methods inside SynthBoard.

firing-decision panel

When the performance system surfaces a real issue.

Explore

comp-band debate

The comp side of the performance system.

Explore

operator advisor lineup

Recurring operator advisor.

Explore

SaaS people patterns

SaaS-specific performance management patterns.

Explore

HR-consult alternative

How AI debate compares to HR consulting.

Explore

policy stress-test

Hand the policy to the Skeptic before rollout.

Explore

convene a board

How multi-Synth debate works.

Explore

Run your decision through 24 expert Synths.

250 bonus credits at signup. 150 free every month. No card required.

Start Free See Pricing