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Textio

Agenticness7/36·Guided Assistant

Real-time guidance for bias-aware manager feedback

Textio helps managers write clearer, more actionable feedback in the flow of work. It flags risky language, suggests better phrasing, and organizes feedback for reviews and check-ins.

Agenticness = how independently a tool can take action, scored across 9 dimensions. Scored independently by David Kooi, Skylark Creations — see full rubric →

See pricing ↓

Paid
Enterprise
B2B
No-Code
Copilot (Human-in-Loop)
For Teams
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Recent activity

What's happened with Textio lately

  • Score change
    Rubric upgrade v3_0 → v3.1: score 8/32 → 7/368 → 7/36(-1)

    Rubric upgrade: agenticness v3.0 (8 dims, /32) → v3.1 (9 dims, /36). Adds Dim 9 (Operator Sovereignty), splits Dim 6 into 6a/6b lenses, tightens Dim 4 autonomous-retry distinction. Not a product change — score shift reflects new dimension + recalibrated rubric, not a change in the tool. Fanout suppressed.

    See the news that prompted this

News mentions sourced from our news feed; score changes from periodic re-evaluations.

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About

What It Is

Textio Feedback is an AI writing assistant for manager feedback and performance reviews. It’s aimed at HR teams, people managers, and organizations that want to improve the quality and consistency of feedback without relying on standalone manager training.

What to Know

Textio’s main strength is that it is purpose-built for workplace feedback rather than generic text generation. The content emphasizes bias detection, tone guidance, and safer phrasing, and says the system is trained on proprietary...

Key Features
Flags language related to appearance, parental status, and other risky topics
Suggests bias-aware rewrites for performance feedback
Provides tone adjustment guidance for empathetic, direct phrasing
Cleans up raw notes into usable feedback text
Organizes feedback in one place for later reference
Use Cases
A manager turns rough notes into a polished performance review
An HR team standardizes feedback language across departments
A leader reviews upward or peer feedback for clarity and tone
Agenticness: Guided Assistant

Executes tasks you assign, one step at a time, within narrow domains.

High evidence
Last evaluated: May 22, 2026

Dimension Breakdown

Action Capability
Autonomy
Planning
Adaptation
State & Memory
Reliability
Interoperability
Safety
Operator Sovereignty
How agenticness works →

Categories

HR & Operations
Pricing

Pricing not publicly available.

  • Free: Textio offers a free trial.
  • Pro: Not publicly listed.
  • Enterprise: Contact sales for demo-based pricing.
Details
textio.com
AddedMarch 31, 2026
RefreshedMarch 31, 2026
Agenticness
Guided Assistant
Quick Facts
DeploymentCloud-hosted
AutonomyCopilot (human-in-loop)
Model supportSingle model
Open sourceNo
Team supportEnterprise
Pricing modelFreemium
Interfacegui, web
Sources
Web Feedback – Textio
Webtextio on PyPI
Last updated May 22, 2026
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