Amical: Amical is an open-source, local-first AI dictation and voice-notes app that transcribes speech to text on your own machine using Whisper and open-source LLMs. Invoca: Invoca is an AI conversation intelligence and call tracking platform that records, transcribes, and analyzes inbound phone calls to connect them to marketing and sales outcomes. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Amical when dictating emails, messages, and documents hands-free with app-appropriate formatting matters most, and Invoca when contact centers analyzing and coaching agents to improve call close rates matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Amical is an open-source, local-first AI dictation and voice-notes app that transcribes speech to text on your own machine using Whisper and open-source LLMs.
Invoca is an AI conversation intelligence and call tracking platform that records, transcribes, and analyzes inbound phone calls to connect them to marketing and sales outcomes.
Amical is an open-source, MIT-licensed AI dictation application that turns speech into formatted text directly on your device. It runs OpenAI's Whisper for speech recognition locally and uses open-source LLMs (via Ollama) for intelligent processing, so dictation can work offline once a local model is set up; for machines that can't handle local inference, it offers a cloud fallback. Built with Electron and TypeScript, it runs on Mac and Windows as a desktop app with a floating widget interface and configurable hotkeys. Its standout feature is context-aware formatting: it detects the active application and adapts tone and structure accordingly, producing professional text in email, casual phrasing in chat apps, or prompt and command-style output in IDEs and terminals. It supports many languages plus mixed-language dictation, and custom vocabulary for domain-specific terms. Beyond dictation, it is adding smart voice notes with summaries and task generation. It targets privacy-conscious writers, developers, and professionals wanting a free alternative to paid dictation tools.
Best suited for
Invoca is an enterprise conversation intelligence and call tracking platform built for marketing teams, contact centers, and revenue/engagement teams. Using dynamic number insertion, it attributes inbound phone calls back to the specific campaigns, keywords, and ad interactions that drove them, then layers AI-powered analysis on top of that attribution data. Calls are captured, recorded, and transcribed into searchable text, and Invoca's Signal AI suite analyzes the conversations to surface insights, detect outcomes, and score agent performance against custom KPIs. Its Signal AI Studio lets users build custom no-code AI models that detect the specific moments they care about, such as new leads or appointment confirmations. The platform also separates caller and agent sentiment, integrates with ad platforms, CRMs, and contact center software, and offers voice and SMS AI agents for engaging and routing leads. It is aimed at industries with high-value phone interactions, including automotive, insurance, healthcare, financial services, retail, telecom, and home services.
Best suited for
Amical is open source (open source); Invoca is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | Amical | Invoca |
|---|---|---|
| Core capability | Local speech-to-text transcription powered by OpenAI Whisper | Call tracking and marketing attribution via dynamic number insertion (DNI) |
| Standout feature | On-device LLM processing via Ollama, with a cloud fallback option | Call recording and AI-powered transcription into searchable text |
| Team usage | Context-aware formatting that adapts tone to the active app (email, chat, IDE, terminal) | Signal AI conversation analytics that analyzes calls to detect outcomes and surface insights |
| Integrations | Multi-language and mixed-language dictation support | Signal AI Studio for building custom no-code AI models trained on your own calls |
| Languages & capture | Custom vocabulary for domain-specific terms and configurable hotkeys | Separate caller and agent sentiment analysis plus agent performance scoring |
| Best-fit workflow | Smart voice notes with summaries and task generation (in development) | Integrations with ad platforms, CRMs, and contact center software |
Amical
Choose Amical if you need dictating emails, messages, and documents hands-free with app-appropriate formatting — strengths include fully open source (mit) and actively maintained with frequent releases.
Invoca
Choose Invoca if you need marketing teams measuring which campaigns and keywords drive revenue-generating phone calls — strengths include combines marketing attribution with conversation intelligence in one platform, tying calls to revenue.
Amical
Invoca
It depends on your workflow. Amical is strong for dictating emails, messages, and documents hands-free with app-appropriate formatting, while Invoca is strong for marketing teams measuring which campaigns and keywords drive revenue-generating phone calls. Both transcribe and summarize meetings.
Amical is open source and Invoca is custom pricing. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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