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F·Prime Capital
Monitoring Digest
Vol. 2026 · June 16, 2026
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Prepared for
Liam Maniscalco
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08 companies worth re-engaging, ranked by signal strength and contact recency.
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01
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MONITORING
Tagged May 11, 2026 · 35 days as monitoring
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General Compute is building the world's fastest AI cloud. AI agents, coding tools, and voice assistants all share one constraint: token generation speed. The infrastructure serving them today was built for training, not inference. We're fixing that. General Compute is the first ASIC-first AI neocloud, purpose-built for high-speed inference. Our platform delivers 5-7x faster token generation than GPU-based clouds, serving the latency-sensitive workloads that are growing fastest: coding agents, voice AI, and autonomous systems. |
Funding (Harmonic) Latest round: Early Stage · $15.1M · May 2026. $15.1M raised · 1 round. |
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Data signals
| Funding Early Stage · $15.1M · May 14, 2026 Harmonic · May 14, 2026 Total raised: $15.1M across 1 round. |
| | Product launch Website · Jun 09, 2026 · date from page metadata GeneralCompute announced the deployment of Faster-Whisper, a reimplementation of OpenAI's Whisper model on CTranslate2 that delivers 4x faster transcription speeds while reducing memory usage. The solution enables real-time speech-to-text inference on GeneralCompute's ASIC-first AI cloud platform. |
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Website source checked Jun 16, 2026.
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Since you last spoke General Compute announced $15.1M in seed funding on May 14, 2026, positioning the company to scale its ASIC-first inference platform at a time when token generation speed has become a hard constraint across AI applications. Your last logged contact was 33 days ago, providing a concrete reason to reconnect on funding use and near-term priorities. |
Outreach contacts Finn P. Chief Executive Officer | Jason Goodison Cofounder & CTO |
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Last contact
| ✉ | Email from Liam Maniscalco “Re: Moving LinkedIn conversation to email (Liam/F-Prime)” 33 days ago · May 14, 2026 |
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Sources
Website signals cited inline above.
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02
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MONITORING
Tagged Apr 16, 2026 · 60 days as monitoring
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Formlabs specializes in professional 3D printing solutions that utilize Stereolithography (SLA) and Selective Laser Sintering (SLS) technologies, including their proprietary Low Force Stereolithography (LFS)™. Their printers are engineered to deliver high-quality, precise parts for a variety of applications, supported by a diverse selection of advanced materials and integrated software systems. |
Funding (Harmonic) Latest round: Later Stage · $393K · Jul 2024. $252.8M raised · 8 rounds. |
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Data signals
| Product launch Website · Jun 09, 2026 · date from page metadata Formlabs launched Fuse X1, a large-format industrial SLS 3D printer with 7.5x the build volume of Fuse 1+, priced at $84,999. The printer delivers production-quality parts at 50% lower cost and 3x the throughput of competitors, with a compact footprint of 1.3 m2. |
| | Product launch Website · Jun 08, 2026 · date from page metadata Formlabs announced the release of Flexible 80A Resin V2, an upgraded elastomeric material offering 4x higher rebound, 2x higher tear strength, and 2x higher elongation at break compared to the previous version. The new formulation is compatible with Form 4 Series SLA 3D printers and delivers performance comparable to cast urethanes. |
| + 3 more signals in the last 30 days (collapsed) |
Website source checked Jun 16, 2026.
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Since you last spoke Formlabs launched the Fuse X1, a large-format industrial SLS printer with 7.5x greater build volume than its predecessor, priced at $84,999 and positioned to deliver 3x the throughput of competing systems at 50% lower cost. Your last contact with Formlabs was nearly five years ago. |
Outreach contacts Maxim Lobovsky Co-founder and CEO | Natan Linder Cofounder & Chairman |
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Last contact
| ✉ | Email from Carl Byers “Re: Introduction Carl Byers <> Max Lobosky (FormLabs)” 1861 days ago · May 12, 2021 |
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Sources
Website signals cited inline above.
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03
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MONITORING
Tagged Mar 31, 2026 · 76 days as monitoring
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ProcIndex is a full stack AI accounting firm, with a suite of agents to automate quote to cash, accounts payable and month end close processes end to end. ProcIndex connects with your existing ERP, operates in the background while giving you full visibility into the agent actions and powers accounting teams to become 33% more efficient. |
Funding (Harmonic) Latest round: Pre Seed · $500K · Jul 2025. $500K raised · 1 round. |
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Data signals
| Product launch Website · Mar 31, 2026 ProcIndex released AI agents designed to automate invoice-to-PO reconciliation in SAP environments, processing invoices in under 60 seconds with 99%+ accuracy and enabling go-live in under 4 weeks without requiring SAP replacement. |
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Website source checked Jun 16, 2026.
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Outreach contacts Akash Thakur Co-Founder | Neha Suresh Co-Founder |
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Last contact
No logged contact on record.
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Sources
Website signals cited inline above.
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04
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MONITORING
Tagged Mar 10, 2026 · 97 days as monitoring
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The main product is an AI-driven tool designed to automate the tender writing process by interpreting requirements, summarizing essential information, and generating responses to procurement inquiries. It integrates with existing company data and platforms like SharePoint, while ensuring compliance with data security standards such as ISO 27001 and GDPR. |
Funding (Harmonic) Latest round: Pre Seed · $1.8M · Sep 2025. $1.8M raised · 1 round. |
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Data signals
| Customer win Website · Apr 29, 2026 · date from page metadata HMB Construction, one of Sweden's 30 largest construction companies, implemented Hedda AI and collaborated closely on product development. The partnership led to the development of the SharePoint integration feature, now central to the platform. |
| | Headcount Headcount up 22.2% in 30 days (+2 hires, now 11) Harmonic · May 12, 2026 Hedda grew headcount from 9 to 11 in the last 30 days (22.2% growth). |
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Website source checked Jun 16, 2026.
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Since you last spoke HMB Construction, one of Sweden's 30 largest construction companies, has implemented Hedda AI and shaped product development including the SharePoint integration feature now core to the platform. Your last contact was 83 days ago. |
Outreach contacts Zakarias Hedenfalk Co-Founder & CEO | Fredrik Juvet Co-Founder & CPO | Fabian Platoff Co-Founder & CRO |
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Last contact
| ◉ | Meeting “F-Prime <> Hedda” 83 days ago · Mar 25, 2026 |
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Sources
Website signals cited inline above.
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05
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MONITORING
Tagged Apr 29, 2026 · 47 days as monitoring
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The company is developing advanced AI systems that utilize innovative learning algorithms to move beyond traditional large-scale pretraining and reinforcement learning, while also exploring new architectures that improve upon existing transformer models. Their focus is on enabling small teams to automate and optimize work processes, allowing for the execution of ambitious projects with limited resources. |
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Data signals
| Headcount Headcount up 44.4% in 30 days (+4 hires, now 13) Harmonic · May 26, 2026 Core Automation grew headcount from 9 to 13 in the last 30 days (44.4% growth). |
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Website source checked Jun 16, 2026.
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Outreach contacts Kanav Garg Co-Founder | Mark Saroufim Co-Founder | Anmol Gulati Co-Founder and Member of Technical Staff |
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Last contact
| ◉ | Meeting “********” 35 days ago · May 12, 2026 |
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Sources
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06
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MONITORING
Tagged May 19, 2026 · 27 days as monitoring
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The company provides a platform for developing voice AI solutions that integrates global telephony with dedicated AI infrastructure, enabling real-time conversational interactions. It utilizes a private MPLS network for secure data transmission, carrier-grade telephony for high-quality voice calls, and dedicated GPUs for low-latency processing. |
Funding (Harmonic) Latest round: Debt · $5.2M · Oct 2020. $8.7M raised · 4 rounds. |
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Data signals
| Product launch Website · May 29, 2026 · date from page metadata Telnyx released SIP Attach, a feature enabling Voice AI agents to register directly on enterprise PBX systems as SIP endpoints without routing through the public PSTN network. The product eliminates the need for DID provisioning and reduces call latency for internal use cases like IT helpdesk, HR support, and expense management. |
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Website source checked Jun 16, 2026.
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Outreach contacts David Casem Co-founder & CEO |
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Last contact
| ◉ | Meeting “30 Minute Meetings (Liam Maniscalco)” 12 days ago · Jun 04, 2026 |
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Sources
Website signals cited inline above.
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07
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MONITORING
Tagged Apr 27, 2026 · 49 days as monitoring
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The company offers autonomous underwater robots designed for marine operations, which utilize advanced robotics and AI-driven analytics to enhance offshore resource management. These systems integrate various sensors, including cameras and sonar, to collect multimodal data, providing actionable insights for asset monitoring and inspections. |
Funding (Harmonic) Latest round: Pre Seed · $5M · Apr 2026. $8.8M raised · 3 rounds. |
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Data signals
| Headcount Headcount up 16.7% in 30 days (+2 hires, now 14) Harmonic · Jun 16, 2026 Bubble Robotics grew headcount from 12 to 14 in the last 30 days (16.7% growth). |
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Website source checked Jun 16, 2026.
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Outreach contacts Jean Crosetti Co-Founder & CEO | Patricia Apostol CTO and co-founder |
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Last contact
| ◉ | Meeting “F-Prime and Jean Crosetti” 18 days ago · May 29, 2026 |
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Sources
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08
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MONITORING
Tagged Mar 24, 2026 · 83 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
| Partnership Website · May 07, 2026 Smallest AI launched native integration with LiveKit Agents framework, making Pulse STT and Lightning TTS first-class plugins available on PyPI. The livekit-plugins-smallestai package enables production-ready real-time voice AI pipelines with 64ms transcription latency and ~100ms synthesis latency. |
| | Product launch Website · May 05, 2026 Smallest AI shipped its first official template on the n8n marketplace, a no-code PDF-to-podcast workflow featuring native support for nine Indian languages (Hindi, Tamil, Telugu, Kannada, Malayalam, Bengali, Marathi, Gujarati, Punjabi) plus English and 10+ others, with two-host dialogue and voice cloning capabilities. |
| | 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. |
| + 1 more signal in the last 30 days (collapsed) |
Website source checked Jun 16, 2026.
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Since you last spoke Smallest AI released Lightning v3.1 with ~100ms synthesis latency and 80+ voices, expanding its real-time voice AI capabilities with native LiveKit integration and multiple output formats. Last contact was 9 days ago. |
Outreach contacts Akshat Mandloi Co-Founder | Sudarshan Kamath Founder |
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Last contact
| ◉ | Meeting “Lily <> Chance ” 9 days ago · Jun 07, 2026 |
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Sources
Website signals cited inline above.
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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.
Open this digest in a browser at monitoring-digests.pages.dev/digests/lmaniscalco.html.
View the full signal feed and non-selected company rationale at monitoring-digests.pages.dev/feed.
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