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F·Prime Capital
Monitoring Digest
Vol. 2026 · May 04, 2026
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Prepared for
Chance Mathisen
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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 Feb 20, 2026 · 73 days as preactive
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Orbifold AI provides a multimodal data curation platform that automates the processing and structuring of various data types, including text, images, video, and audio, to facilitate AI model training and inference. The platform utilizes data distillation techniques to enhance data quality and optimize dataset size, delivering a unified, queryable data feed via API. |
Funding (Harmonic) Latest round: Seed · $5M · Nov 2024. $5M raised · 1 round. |
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Data signals
| Headcount Headcount up 20.0% in 30 days (+2 hires, now 12) Harmonic · Apr 29, 2026 Orbifold AI grew headcount from 10 to 12 in the last 30 days (20.0% growth). |
| | Product launch Website · Apr 29, 2026 Orbifold AI released its specialized multimodal data curation platform designed for fashion AI applications, enabling fine-grained garment component editing, virtual try-on experiences, and generative fashion design through structured annotation of visual, textual, and pose data. |
| | Customer win Website · Apr 29, 2026 A leading digital fashion platform processing millions of garment interactions monthly adopted Orbifold AI's data curation solution, achieving 4x improvement in garment component editing accuracy and 25% improvement in virtual manipulation realism. |
| | Customer win Website · Apr 29, 2026 A world-leading robotics company developing humanoid robots and autonomous manipulation systems deployed Orbifold AI's multimodal data curation platform, achieving 5x improvement in action-consequence prediction, 70% reduction in annotation effort, and 40% improvement in sim-to-real transfer performance. |
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Since you last spoke Orbifold AI launched a specialized multimodal data curation platform for fashion applications on April 29, enabling structured annotation and generative design workflows. The company last logged contact 66 days ago. |
Outreach contacts Enoch Zhu Co-Founder, CEO | Mike Cheng Co-Founder |
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Last contact
| ◉ | Meeting “F-Prime <> Orbifold Intro” 67 days ago · Feb 27, 2026 |
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Sources
Website signals cited inline above.
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02
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MONITORING
Tagged Feb 25, 2026 · 68 days as monitoring
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Most LLMs are trained to be chatbots. Ours are trained to be agents. |
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Data signals
| Product launch Website · Apr 23, 2026 Subconscious announced it has kicked off post-training of Qwen 3.5 27B models and plans to share results and access soon. The company's post-training approach optimizes small open models for production-ready agentic tasks with aggressive KV cache compression. |
| | Product launch Website · Apr 02, 2026 Subconscious Systems released two TIM (Thread Inference Model) engines featuring model-driven context intelligence that allows models to control their own KV cache during inference. The compound engine achieves 70% on WebArena browser control tasks, 68% on OSWorld computer use, and the 9B unified engine achieves 53% on SWE-Bench-Lite coding tasks, outperforming or matching frontier models while improving inference speed by 50% and reducing training compute by 75%. |
| | Exec hire Website · Mar 17, 2026 Dana Wensberg, a 10-year career engineer who previously built AI agents from first principles, has joined Subconscious as a Founding Engineer. She was motivated by her experience solving the context management problem in agent systems. |
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Since you last spoke Dana Wensberg, a 10-year engineer with direct experience building AI agents, joined Subconscious as Founding Engineer on March 17, motivated by the company's approach to context management in agent systems. Your last contact was 66 days ago. |
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Last contact
| ◉ | Meeting “F-Prime <> Subconscious Office Visit” 67 days ago · Feb 27, 2026 |
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Sources
Website signals cited inline above.
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03
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MONITORING
Tagged Mar 20, 2026 · 46 days as monitoring
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Data signals
| Product launch Website · Apr 23, 2026 Unkey launched its Deploy product, enabling developers to deploy APIs directly on Unkey's servers with features including instant rollbacks, zero-downtime deployments, and integrated API management (keys, rate limiting, analytics, billing). |
| | Product launch Website · Apr 22, 2026 Unkey launched Unkey Deploy, a new API deployment platform running on real servers instead of serverless infrastructure. The product entered public beta on 2026-04-22 and is free until general availability. |
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Since you last spoke Unkey launched Deploy on April 23rd, a new product that shifts the company from API key management into full API hosting and lifecycle management with built-in deployment tooling, rollback capability, and integrated billing. Your last contact was 41 days ago, before this product expansion was public. |
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Last contact
| ◉ | Meeting “********” 42 days ago · Mar 24, 2026 |
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Sources
Website signals cited inline above.
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04
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MONITORING
Tagged Dec 02, 2025 · 154 days as monitoring
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Prime Intellect provides a decentralized AI development platform that aggregates global GPU resources for training and deploying agentic models, utilizing technologies such as reinforcement learning environments, dynamic workload orchestration, and high-bandwidth networking. The platform supports large-scale model training and evaluation through a unified interface, facilitating effective management of compute resources. |
Funding (Harmonic) Latest round: Series A · $49.9M · Dec 2025. $70.4M raised · 3 rounds. |
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Data signals
| Product launch Website · Apr 20, 2026 Prime Intellect announced Lab, a platform for building, evaluating, and training AI agents with RL. Lab provides GPU orchestration, model serving, RL training loops, monitoring, and integrates with their open-source Verifiers framework for agentic evaluations. |
| | Customer win Website · Apr 20, 2026 Zapier built AutomationBench, a benchmark for evaluating AI agents on multi-step business workflows, using Prime Intellect's Verifiers framework and Lab platform. Zapier is actively using Lab for RL training, environment testing, and benchmark development. |
| | Product launch Website · Apr 16, 2026 Prime Intellect announced the launch of FrontierSWE, a coding benchmark containing ultra-long-horizon technical challenges, on the Environments Hub. The company collaborated with Proximal on the granite_inf task to measure agent capabilities in end-to-end model optimization. |
| + 2 more product updates in the last 30 days (collapsed) |
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Since you last spoke Prime Intellect launched Lab, a platform consolidating GPU orchestration, RL training, and agent evaluation in a unified interface, expanding their infrastructure offering beyond resource aggregation. Last contact was 166 days ago. |
Outreach contacts Vincent Weisser CEO & Co-Founder | Johannes Hagemann co-founder / CTO |
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Last contact
| ◉ | Meeting “30 Min Meeting between Jimmy Zheng and Chance Mathisen” 167 days ago · Nov 19, 2025 |
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Sources
Website signals cited inline above.
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05
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MONITORING
Tagged Jan 23, 2026 · 102 days as monitoring
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Theta provides a self-learning infrastructure for AI agents that features an intelligent memory layer, allowing for real-time learning and adaptation without requiring additional data or human intervention. This technology is designed to integrate with existing systems, enhancing agent performance by utilizing insights from prior interactions. |
Funding (Harmonic) Latest round: Pre Seed · $500K · May 2025. $500K raised · 1 round. |
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Data signals
| Headcount Headcount up 20.0% in 30 days (+2 hires, now 12) Harmonic · Apr 29, 2026 Theta grew headcount from 10 to 12 in the last 30 days (20.0% growth). |
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Outreach contacts Rayan Garg Co-Founder, CEO | Gurvir Singh Co-Founder | Tanmay Sharma Co-Founder, CPO |
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Last contact
| ✉ | Email from Chance Mathisen “********” 104 days ago · Jan 21, 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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