AutonomyAI vs K G
55 fields both were evaluated on, 22 of them different — including where one discloses something the other does not. Every value links to the document it came from. 33 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | AutonomyAI | K G |
|---|---|---|
| Audit trail· | “Full specs and change history for complete context”autonomyai.io · checked Aug 6, 2026 | no public information purecode.ai · checked Aug 2, 2026 |
| Explainability· | “Full specs and change history for complete context”autonomyai.io · checked Aug 6, 2026 | “The Hybrid Context Engine indexes your entire codebase and scopes each call to the code it actually depends on, so every suggestion follows your architecture and enterprise standards”purecode.ai · checked Aug 2, 2026 |
| Runtime governance· | no public information autonomyai.io · checked Aug 6, 2026 | “Tool Permissions let an admin set what agents do on their own and what needs sign-off”purecode.ai · checked Aug 2, 2026 |
| Compliance certifications· | “verified_user Compliance Security, governance, and regulatory documentation”autonomyai.io · checked Aug 6, 2026 | no public information purecode.ai · checked Aug 2, 2026 |
| Regulatory alignment· | “verified_user Compliance Security, governance, and regulatory documentation”autonomyai.io · checked Aug 6, 2026 | no public information purecode.ai · checked Aug 2, 2026 |
Agency
| Field | AutonomyAI | K G |
|---|---|---|
| Human oversight· | “Your engineer clicks approve. Ships with one approval.”autonomyai.io · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | “Tool Permissions let an admin set what agents do on their own and what needs sign-off”purecode.ai · checked Aug 2, 2026 |
| Goal complexity· | “One task request triggers up to 40+ internal agent steps.”autonomyai.io · checked Aug 6, 2026 | “Agent Mode Automate any workflow end to end Spin up agents that migrate legacy code, ship new features, run incident response, or build data pipelines”purecode.ai · checked Aug 2, 2026 |
| Action space· | Fei writes, renders, and validates the change and opens a PR; the engineer then clicks approve to ship. “Fei writes it, renders it, validates it, and opens a PR”autonomyai.io · checked Aug 26, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | “The control plane spawns and orchestrates agents for any workflow across the SDLC, from planning to production, running them in parallel across models.”purecode.ai · checked Aug 2, 2026 |
| Operating environment· | “The Hybrid Context Engine indexes your entire codebase and scopes each call to the code it actually depends on”purecode.ai · checked Aug 2, 2026 | |
| Initiative· | “Fei Studio takes raw product ideas, whether from prompts, screenshots, or Figma, and turns them into codebase-aligned variants and testable implementation options before generating production-ready output.”autonomyai.io · checked Aug 6, 2026 | “Background agents keep long-running jobs moving without a human in the loop.”purecode.ai · checked Aug 2, 2026 |
Safety
| Field | AutonomyAI | K G |
|---|---|---|
| Usage restrictions· | no public information autonomyai.io · checked Aug 6, 2026 | “Rules for AI Enforce your standards everywhere Add company-wide coding standards, architectural guidelines, and security requirements that every agent must follow”purecode.ai · checked Aug 2, 2026 |
Practicality
| Field | AutonomyAI | K G |
|---|---|---|
| Pricing model· | “Pricing is per-task - not per step, not per seat.”autonomyai.io · checked Aug 6, 2026 | |
| Availability· | ||
| Deployment options· | “The control plane is model-agnostic and runs locally, in your VPC, on-premises, or fully air-gapped”purecode.ai · checked Aug 2, 2026 | |
| Integrations· | “Planned connectors to Amplitude, Mixpanel, and call recordings”autonomyai.io · checked Aug 6, 2026 | “fluent in C#, ASP.NET Core, and Entity Framework, and extending to Java, C++, COBOL, and mainframe”purecode.ai · checked Aug 2, 2026 |
Foundation models
| Field | AutonomyAI | K G |
|---|---|---|
| Model swappable· | no public information autonomyai.io · checked Aug 11, 2026 |
Ecosystem
| Field | AutonomyAI | K G |
|---|---|---|
| Protocols supported· | Fei Studio (formerly Fei) works inside Claude Code, Cursor, or any MCP client “Claude Code, Cursor, or any MCP client”autonomyai.io · checked Aug 11, 2026 | no public information purecode.ai · checked Aug 2, 2026 |
| Tool use· | “Fei Studio takes raw product ideas, whether from prompts, screenshots, or Figma, and turns them into codebase-aligned variants and testable implementation options before generating production-ready output.”autonomyai.io · checked Aug 6, 2026 | no public information purecode.ai · checked Aug 2, 2026 |
| Multi-agent· | “One task request triggers up to 40+ internal agent steps.”autonomyai.io · checked Aug 6, 2026 | no public information purecode.ai · checked Aug 2, 2026 |
Impact
| Field | AutonomyAI | K G |
|---|---|---|
| User base· | “Trusted by enterprise engineering teams worldwide”purecode.ai · checked Aug 2, 2026 | |
| Deployment scale· | “Trusted by enterprise engineering teams worldwide”purecode.ai · checked Aug 2, 2026 | |
| Target sectors· | no public information autonomyai.io · checked Aug 6, 2026 | “Legacy .NET Migration • Enterprise API Development • Multi-Solution Code Context • .NET Core Modernization • C# Best Practices • Enterprise Architecture Patterns • Supports all .NET versions”purecode.ai · checked Aug 2, 2026 |
Disclosed by neither
Both AutonomyAI and K G publish nothing on these 33 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 33 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- High-risk domains
- Documented incidents
- Price point
- Supported regions
- Support model
- Base models
- Model provider
- Open weights
- Fine-tuning
- Context window
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Model or system card
- Incident reporting
- Third-party evaluations
- Data handling
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Permission scopes
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do AutonomyAI and K G compare on protocols supported?
- AutonomyAI: Fei Studio (formerly Fei) works inside Claude Code, Cursor, or any MCP client. K G: no public information disclosed.