Observed Signal · Mar 11, 2026 · Product Launch · Source: https://martechseries.com/feed/ · Impact: 2/5 · Sentiment: Positive
Infotools Unveils Harmoni 3: Revolutionizing Data Exploration with AI
Infotools announced Harmoni 3 (H3), a re‑engineered version of its market‑research insights and reporting platform that adds performance improvements, an upgraded interface, and new AI capabilities. The release introduces ChatHarmoni, a generative‑AI research companion that operates via a secure, data‑protected AI gateway (default) with access to multiple commercial LLMs; organizations can also configure the platform to use their own LLM billing accounts. H3 adds drag‑and‑drop exploration, customizable dashboards, automatic data‑flow scheduling, advanced multi‑directional table nesting, and respondent‑level drill‑ins. Infotools, acquired by Ipsos in 2021, positions H3 to accelerate insight discovery while maintaining data security and research rigor.
A B2B MarTech vendor released a re‑engineered insights platform with integrated generative AI and enterprise data protections; relevant to market‑research and insights teams but not a major platform policy change or industry‑shifting event.
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Key Takeaways & Evidence Grounding
- Infotools launched Harmoni 3 (H3), a re‑engineered insights analysis and reporting platform.
- Harmoni 3 introduces ChatHarmoni, a generative‑AI research companion for market research professionals.
- ChatHarmoni defaults to a secure, enterprise‑grade AI gateway (data‑protected) providing access to multiple commercial LLMs; Harmoni can be configured to use an organization’s own LLM billing accounts.
- H3 adds UI and workflow upgrades: drag‑and‑drop interactions, customizable dashboards, automatic data‑flow scheduling, multi‑directional table nesting, and respondent‑level drill‑ins.
- Infotools was acquired by Ipsos in 2021 and continues to power Ipsos internal analysis via the Harmoni platform.
Connected Companies & Entities
2 Entities mappedOntology Mapping & Concepts
Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
HG Insights Launches Unified RGI Platform
HG Insights announced the Revenue Growth Intelligence (RGI) Platform, a unified AI-driven MarTech platform that consolidates technographic, buyer intent, IT spend, buying-center and contact intelligence. Built on its RGI Fabric, the platform includes three AI copilots—Market Analyzer, Data Studio and Sales Copilot—to turn insights into GTM execution. HG also unveiled RGI Agent Builder, an agentic infrastructure (early preview) that uses Model Context Protocol (MCP) tools to power custom AI agents and agentic workflows across GTM stacks. The offering adds native Contact Intelligence with integrations to Salesforce, HubSpot, Gong, Outreach and Salesloft and can integrate customers’ first- and third-party data. HG positions the release as enabling more reliable, composable GTM automation and orchestration for enterprise B2B sales and marketing teams.
Alchemer Launches Iris, AI-Native CX Platform
Alchemer has announced Alchemer Iris, an AI-native customer feedback and intelligence platform that unifies feedback collection, analysis, and action across surveys, reviews, reputation management, and other listening channels. Iris embeds AI across the feedback lifecycle with conversational navigation, an AI survey builder, an AI removal assistant for policy-violating reviews, and workflow automation. It builds on Alchemer's existing AI capabilities, including Pulse and Pulse AI launched in 2024, while emphasizing a human-in-the-loop approach. General availability begins in Q4 2026. Alchemer serves more than 11,000 mid-market and enterprise customers across over 80 countries and recently acquired Chatmeter in September 2025, boosting its combined customer count to over 15,000. The company was also named a Challenger in Gartner's 2026 Magic Quadrant for Voice of the Customer platforms.
Liminary Launches Meeting Companion and AI Research Agents
Liminary announced two new tools—Meeting Companion and AI Research Agents—positioning the company as a persistent memory layer for enterprise AI that retains and applies context over time. The company published benchmark results on 100 real-world research questions claiming higher retrieval and multi-document question-answering accuracy versus leading systems (including ChatGPT 5.4 + Google Drive, Ask Gemini, and Claude Projects / Opus 4.7). Meeting Companion integrates live recall, automated note enrichment, citationable collections, and gap detection during meetings. AI Research Agents let non-technical users create scheduled, recurring research assistants that run on a user-owned memory graph without code or engineering setup. Liminary said the release coincides with its Product Hunt debut and highlighted that its team includes former employees of Dropbox, Microsoft, Google, and Hulu. Founder and CEO Sarah Andrabi is quoted outlining the product philosophy.
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