AI Tool

Resolve Review

Resolve is an AI problem-resolution workspace designed to transform complex situations, documents, and scattered evidence into clear understanding and actionable next steps.

shipped Aug 29, 2026freemium

Domain rating90

Why it matters

1Operates in multiple languages, supporting diverse user bases.

2Offers a freemium pricing model, providing access to core features.

3Specializes in incident resolution, root cause analysis, and automated alert management.

4Distinguishes itself from general AI chatbots by offering a structured decision-making framework and cognitive bias identification.

Specs

API Available

Yes, public API

overview

What is Resolve?

Resolve is an AI problem-resolution workspace developed by Resolve AI that enables individuals and engineering teams to turn complicated situations, documents, and scattered evidence into clear understanding and practical next steps. It operates in multiple languages and focuses on organizing context around real problems into one coherent workflow, handling alerts, performing root cause analysis, and troubleshooting incidents within minutes. Additionally, a distinct tool named 'Resolve: AI Decision Coach' assists individuals with personal decision-making by guiding them through a five-layer structured process (Define, Expand, Challenge, Lock In, Track) and identifying 8 specific cognitive biases.

features

Key Features of Resolve

Resolve provides a suite of features designed to streamline problem resolution and decision-making processes, leveraging AI to synthesize information and guide users.

AI problem-resolution workspace for synthesizing complex information.
Transformation of documents and scattered evidence into clear understanding.
Generation of practical next steps for problem resolution.
Multi-language operational capability.
Organization of context around real problems into a coherent workflow.
Automated alert handling and incident troubleshooting within minutes.
Accurate root cause analysis for system reliability.
Automated postmortems and documentation.
Structured decision-making framework (Define, Expand, Challenge, Lock In, Track) for personal choices.
Identification and explanation of 8 specific cognitive biases (e.g., Sunk Cost, FOMO, Loss Aversion).

use cases

Who Should Use Resolve?

Resolve is designed for a diverse set of users, from engineering teams managing incidents to individuals making personal life choices, providing structured support for complex situations.

Engineers, Site Reliability Engineers (SREs), CloudOps engineers, and Engineering Teams: For Incident Resolution and Response, Accurate Root Cause Analysis, Improving System Reliability and Operations, Automated Alert Management and Reduction of Alert Fatigue, and Automated Postmortems and Documentation.
Individuals facing significant life choices: For Personal Decision Making, including career changes, relationship decisions, financial choices, and relocation, utilizing the AI Decision Coach.
Users seeking to improve critical thinking: For Cognitive Bias Identification and Structured Deliberation, to reduce overthinking and expand options.
Professionals managing documents and scattered evidence: For organizing context around real problems in various domains like Rental, Education, Work & Jobs, and general Documents.

how to use

How to Use Resolve

To use Resolve, users typically begin by inputting their problem or decision context into the workspace, allowing the AI to process and structure the information.

1Access the Resolve platform via its web interface.
2Input the complicated situation, document, or scattered evidence into the AI problem-resolution workspace.
3For incident management, integrate alert systems to allow Resolve to handle alerts and perform root cause analysis.
4For personal decisions, follow the five-layer structured decision-making process: Define, Expand, Challenge, Lock In, and Track.
5Review the AI-generated clear understanding and practical next steps.
6Utilize the outcome tracking feature to monitor decision results at 30, 60, and 90 days post-decision.

pricing

Resolve Pricing & Plans

Resolve operates on a freemium model, offering a free tier that provides access to its core problem-resolution and decision-coaching functionalities. Specific details regarding paid tiers or advanced features beyond the freemium offering are not publicly detailed as of August 2026.

Freemium: Free access to core AI problem-resolution workspace and decision coaching features.

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Pros

+Provides a structured AI workspace for synthesizing complex situations and scattered evidence.
+Offers specific features for incident resolution, root cause analysis, and automated alert management for engineering teams.
+Includes a unique AI Decision Coach with a five-layer process and identification of 8 specific cognitive biases.
+Features outcome tracking at 30, 60, and 90 days to build 'pattern intelligence' for decision-making.
+Supports multiple languages, enhancing accessibility for a global user base.
+Operates on a freemium model, allowing users to access core functionalities without initial cost.

Cons

−As a relatively new tool (as of August 2026), it lacks extensive public testimonials and long-term user reviews.
−The AI decision coach may sometimes require information to be input multiple ways, indicating potential refinement needs.
−Requires users to adopt its specific workflow, which may not integrate directly with existing broader productivity suites.
−Specific details on advanced features, integrations, and paid tier benefits beyond the freemium model are not extensively publicized.
−The name 'Resolve' is shared by other AI tools (e.g., Resolve AI for production engineering, Rezolve.ai for employee support, Resolve: AI Conflict Coach), which can lead to confusion.

Similar Tools

Resolve vs Competitors

Resolve differentiates itself in the AI landscape by focusing on structured problem resolution and decision coaching, contrasting with broader AI platforms or specialized tools.

Notion AIOn Stork

Integrates AI capabilities directly into a flexible workspace for notes, tasks, and project management, allowing for structured organization and synthesis of information.

Notion AI offers a broader workspace where AI enhances existing content and workflows, requiring users to adopt the Notion ecosystem. Resolve is a dedicated, standalone problem-resolution environment focused solely on synthesizing scattered evidence into actionable steps.

Aletyx AI Assistant↗

Specializes in creating, updating, and testing complete decision models using AI, adhering to DMN standards for structured problem-solving.

Aletyx AI Assistant provides a highly structured approach to problem-solving through formal decision modeling and automated testing. Resolve offers a more flexible, less formal workspace for synthesizing diverse evidence into actionable steps without requiring adherence to specific modeling standards.

Overchat AIOn Stork

Provides a multi-model AI platform, allowing users to compare outputs from various leading AI models (like ChatGPT, Claude, Gemini) within a single workspace to gain diverse perspectives.

Overchat AI excels at offering comparative insights from multiple AI models for brainstorming and exploring different viewpoints on a problem. Resolve focuses on a singular AI-driven workflow to synthesize scattered evidence into a coherent understanding and practical next steps.

Obsidian (with AI plugins)On Stork

A local-first, highly customizable knowledge base that, with community plugins, can integrate AI for synthesizing notes, generating ideas, and connecting information within a personal knowledge graph.

Obsidian offers unparalleled flexibility and ownership of data, allowing users to build a personalized knowledge graph for problem-solving. However, it requires more setup and technical comfort to integrate AI compared to Resolve's out-of-the-box, managed AI workspace.

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