AILYZE: AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text. Mili: Agentic AI platform for wealth advisors with recording-free meeting notes that sync directly into the CRM. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Mili when automatically syncing meeting summaries and tasks into an advisor crm matters most. Run both through a week of actual calls to see which suits your workflow.
AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text.
Agentic AI platform for wealth advisors with recording-free meeting notes that sync directly into the CRM.
AILYZE is a web-based AI platform for qualitative data analysis, built primarily for researchers, academics, and organizations working with unstructured data. Beyond analyzing uploaded text, it offers an AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages, capturing participant responses and automatically transcribing them. Users can also upload audio and video files (such as MP3, WAV, MP4, and AVI) for transcription, after which the transcripts can be analyzed alongside documents. Once data is captured, AILYZE applies AI-driven thematic analysis, content and frequency analysis, cross-segment comparison, summarization, and a chat-with-your-document feature, producing reports and visualizations. It accepts documents (PDF, DOCX) and spreadsheets (XLSX, CSV) and supports 100+ languages, including colloquial dialects. The product emphasizes data security, stating uploaded data is encrypted and not used to train its models. It is used by academic researchers, universities, healthcare organizations, and non-profits, and is accessed entirely through the browser without local installation.
Best suited for
Mili is an agentic AI platform built for wealth advisors that uses purpose-built agents to handle the busy work around client meetings and broader advisory operations. Its meeting agent delivers real-time, recording-free meeting notes across in-person, virtual, and phone conversations, capturing content through secure real-time streaming rather than joining calls as a bot or retaining audio recordings. After a meeting, Mili automatically generates professional summaries and follow-ups and updates CRM systems instantly, organizing notes and action items into custom formats suited to advisory work. Beyond note-taking, Mili offers a suite of specialized agents covering scheduling, data management, client onboarding, prospect research, compliance documentation, document processing, and marketing. The platform emphasizes a privacy-first, enterprise-grade posture with SOC 2 Type 2 certification, AES-256 encryption, PII redaction, and a commitment that client data does not train its models, running on AWS infrastructure. Mili integrates with advisor CRMs such as Wealthbox to sync meeting notes and tasks, and it is adopted by RIAs and broker-dealers, positioning itself as an operating layer across the advisor tech stack. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Mili is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Mili |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Recording-free, real-time meeting notes via secure streaming |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Support for in-person, virtual, and phone meetings without joining as a bot |
| Team usage | AI thematic analysis with automated theme extraction and coding | Automatic summaries, follow-ups, and instant CRM updates |
| Integrations | Content and frequency analysis across data segments | Custom note and action-item formats for advisory workflows |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | CRM sync with platforms such as Wealthbox |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Additional agents for scheduling, onboarding, prospecting, and compliance |
AILYZE
Choose AILYZE if you need conducting and transcribing ai-led research interviews at scale — strengths include combines interview capture, transcription, and qualitative analysis in one web-based platform.
Mili
Choose Mili if you need capturing recording-free notes from in-person and virtual client meetings — strengths include recording-free capture appeals to privacy-conscious advisory firms.
AILYZE
Mili
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Mili is strong for capturing recording-free notes from in-person and virtual client meetings. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Mili is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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