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F·Prime Capital
Monitoring Digest
Vol. 2026 · May 04, 2026
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Prepared for
Liam Maniscalco
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05 companies worth re-engaging, ranked by signal strength and contact recency.
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01
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PREACTIVE
Tagged Mar 04, 2026 · 61 days as preactive
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Vooma provides an automated order entry platform for logistics brokers and carriers, utilizing AI, computer vision, and natural language processing to extract load data and minimize manual data entry errors. The platform integrates with transportation management systems to enhance operational efficiency and streamline order management. |
Funding (Harmonic) Latest round: Series A · $14.2M · Nov 2024. $18.3M raised · 3 rounds. |
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Data signals
| Customer win Website · Apr 19, 2026 Makt-Trans, an asset-based freight brokerage based in Atlanta, Georgia, implemented Vooma's Build and Quote products to automate order entry and pricing workflows. The deployment reduced order entry time from 5 minutes to 15 seconds and quote response time from 8 minutes to 2 minutes. |
| | Customer win Website · Mar 17, 2026 Zengistics, a logistics broker headquartered in Austin, Texas, implemented Vooma's automated order entry platform and achieved 98% automation of order entry with 10x faster load creation. The deployment reallocated 600+ weekly team hours to strategic tasks. |
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Since you last spoke Makt-Trans, an Atlanta-based freight brokerage, recently deployed Vooma's Build and Quote products and achieved measurable compression in order entry and quoting workflows—reducing entry time by 95% and quote turnaround by 75%. The last documented contact was 54 days ago. |
Outreach contacts Jesse Buckingham Founder | Mike Carter Founder |
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Last contact
| ✉ | Email from Liam Maniscalco “********” 55 days ago · Mar 11, 2026 |
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Sources
Website signals cited inline above.
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02
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MONITORING
Tagged Mar 10, 2026 · 56 days as monitoring
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The company offers an AI-driven supply chain planning platform designed to enhance prediction accuracy, decision quality, and process efficiency through a data-centric, domain-specific approach. This platform integrates predictive analytics, decision-making systems, and AI assistants to automate routine tasks while allowing for human oversight in the planning processes. |
Funding (Harmonic) Latest round: Series A · $15M · Jun 2025. $122M raised · 6 rounds. |
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Data signals
| Exec hire Fallon Jensen joined as Chief Growth Officer Harmonic · Apr 01, 2026 Fallon Jensen joined Daybreak as Chief Growth Officer. |
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Outreach contacts Tim Krug Chief Executive Officer | Michael Ciatto Co-(Re)Founder |
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Last contact
| ◉ | Meeting “F-Prime <> Daybreak” 39 days ago · Mar 27, 2026 |
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Sources
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03
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MONITORING
Tagged Feb 21, 2026 · 72 days as monitoring
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The main product is an AI-powered geospatial platform that automates the georeferencing of historical maps and exploration data, achieving sub-meter accuracy in a significantly reduced timeframe. It utilizes advanced AI technologies for document processing, enabling the extraction of spatial data and facilitating interactive map creation through natural language queries. |
Funding (Harmonic) Latest round: Pre Seed · $500K · May 2025. $500K raised · 1 round. |
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Data signals
| Product launch Website · Apr 20, 2026 Monarcha announced the general availability of its Survey Map Georeferencer, an AI georeferencing engine trained on over 100,000 annotated map pairs. The product is designed to automatically align historic plats, cadastral surveys, and engineering survey sheets to modern coordinate systems without manual control point picking. |
| | Product launch Website · Mar 28, 2026 Monarcha released Soviet Atlas, a free, open browser-based tool that makes georeferenced Soviet military topographic maps of China accessible and comparable to modern satellite imagery. The tool demonstrates Monarcha's core georeferencing technology for legacy map archives. |
| + 1 more product update in the last 30 days (collapsed) |
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Since you last spoke Monarcha has moved its Survey Map Georeferencer from beta to general availability, backed by 100,000 trained map pairs, marking a transition from product development to market-ready offering. With last contact 68 days ago, there's an opportunity to understand how this launch is performing with existing prospects and explore expanded use cases across industries that depend on historical spatial data. |
Outreach contacts James Spokes Co-Founder & CEO | Everett Lee Co-Founder & CTO |
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Last contact
| ✉ | Email from Liam Maniscalco “********” 69 days ago · Feb 25, 2026 |
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Sources
Website signals cited inline above.
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04
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MONITORING
Tagged Mar 24, 2026 · 41 days as monitoring
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The company offers a real-time AI platform featuring advanced multi-modal voice AI models that integrate text-to-speech and process both speech and text, employing active learning techniques to enhance communication accuracy. Its product suite includes models for speech-to-text transcription, emotional voice generation, and a duplex multimodal model capable of asynchronous thinking. |
Funding (Harmonic) Latest round: Series A · $12.2M · Mar 2026. $17.7M raised · 3 rounds. |
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Data signals
| Product launch Website · Apr 26, 2026 Smallest.ai released its Lightning V3 text-to-speech model optimized for sub-100ms latency in real-time streaming scenarios. The model prioritizes natural prosody and conversational speech optimization over raw parameter size. |
| | Product launch Website · Apr 03, 2026 Smallest.ai introduced Lightning V3, a text-to-speech model designed for conversational voice agents with state-of-the-art naturalness across inbound and outbound contact center use cases. |
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Since you last spoke Smallest.ai released Lightning V3, a text-to-speech model engineered for sub-100ms latency in streaming applications with emphasis on natural prosody rather than parameter efficiency, and last engaged 18 days ago. |
Outreach contacts Akshat Mandloi Co-Founder | Sudarshan Kamath Founder |
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Last contact
| ◉ | Meeting “F-Prime <> Smallest.ai” 19 days ago · Apr 16, 2026 |
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Sources
Website signals cited inline above.
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05
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MONITORING
Tagged Apr 09, 2026 · 26 days as monitoring
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Sentra provides an AI-driven organizational memory system that captures and documents key decisions and commitments to enhance team alignment and operational efficiency. The system integrates with existing tools to automate meeting notes, deliver follow-up reminders, and offers secure data management options, including on-premise deployments for sensitive information. |
Funding (Harmonic) Latest round: Seed · $5M · Jan 2026. $5.5M raised · 2 rounds. |
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Data signals
| Headcount Headcount up 20.0% in 30 days (+3 hires, now 18) Harmonic · May 04, 2026 Sentra grew headcount from 15 to 18 in the last 30 days (20.0% growth). |
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Outreach contacts Ashwin Gopinath Co-Founder | Al Rey Co-Founder & Chief Revenue Officer (CRO) |
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Last contact
| ◉ | Meeting “45 min meeting with Ashwin (Liam Maniscalco)” 22 days ago · Apr 13, 2026 |
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Sources
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Colophon
Sources: Affinity (canonical universe & contact recency), Harmonic (funding & people), classified web pages (product & customer signals).
Signals are gated at 0.7 confidence for digest inclusion. Companies contacted in the last 7 days are suppressed.
Reply to adjust cadence, suppress a company, or opt out.
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