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driftless

Verified Owner
Founding vendor · Aug 2026
Agenticness21/36·Domain Specialist

Governed AI agents for software work

Driftless is an AI agent platform for software teams that need guardrails, auditability, and human approval before important changes go live. It combines scoped access, org-level isolation, and release gates with managed or self-managed deployment options.

Agenticness = how independently a tool can take action, scored across 9 dimensions. Scored independently by David Kooi, Skylark Creations — see full rubric → Last re-evaluated 27 August 2026.

See pricing ↓

Paid
Enterprise
API
B2B
Usage-Based
Copilot (Human-in-Loop)
For Teams
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Recent activity

What's happened with driftless lately

  • Score change
    Agenticness score 14 → 21 ↑14 → 21/36(+7)

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

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About

What It Is

Driftless is an enterprise-oriented agent platform for software engineering workflows. It is designed for teams that want AI agents to help move work forward while keeping access control, approvals, and auditability in place. The product positions...

What to Know

Driftless appears strongest where you need controlled automation: scope-based permissions, audit trails, multi-tenant isolation, and human approval gates for task completion and production releases. That makes it a better fit for teams that want AI...

Key Features
Scope-based authorization enforced server-side on every request
Capability tiers for Read, Write, and Admin access
Admin-granted and revocable API keys and agent credentials
Audit trails for task status changes, comments, agent activity, and admin actions
Human approval required to mark tasks done
Use Cases
Software teams using AI agents to update tasks, comments, and status while keeping least-privilege access
Organizations that need audit trails for agent activity and administrative changes
Teams that want human approval before tasks are marked done or releases go to production
Agenticness: Domain Specialist

Handles domain-specific workflows independently with dynamic replanning.

High evidence
Last evaluated: Aug 27, 2026

Dimension Breakdown

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

Categories

Enterprise Agent Platforms
Pricing
  • Free: $0/mo for 1 user, self-managed, with 2 agents (BA + Coding), core features, email support, and BYOK inference.
  • Pro ($100/seat/mo): First 100 seats, then $70/seat after; fully managed, with 2 agents per user, email support, BYOK inference, 1-way Jira integration, and paid add-ons for additional agent types and custom skills.
  • Enterprise: Contact sales for per-seat fully managed plans with unlimited org-scoped agents, premium support, SSO, SCIM, audit log export, 2-way Jira and GitHub integrations, SLA guarantees, data residency, and a single-tenant option.
Details
godriftless.ai
AddedAugust 12, 2026
RefreshedAugust 29, 2026
Agenticness
Domain Specialist
Quick Facts
DeploymentHybrid (cloud + self-hosted)
AutonomySemi-autonomous
Model supportSingle model
Open sourceNo
MCP supportYes
Team supportEnterprise
Pricing modelPlatform fee + usage
Interfacegui, api
Sources
Last updated September 1, 2026
Free daily brief

When driftless changes its pricing, we catch it the next morning

We recrawl every tool in this directory daily. AI Insider is the 3-minute brief on what actually changed — pricing, features, score moves on our 36-point rubric — often before any press coverage. Sent daily. Skipped when nothing happened.

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