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F·Prime Capital
Monitoring Digest
Vol. 2026 · June 09, 2026
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Prepared for
Chance Mathisen
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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 Apr 20, 2026 · 49 days as monitoring
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Naftiko offers an open-source framework that integrates existing data and APIs into a governed capability fabric, utilizing a declarative, policy-driven approach to manage API sprawl. The platform employs technologies such as YAML for capability specification, JSON Schema for validation, and Docker for deployment, ensuring secure and efficient integration management. |
Funding (Harmonic) Latest round: Seed · $2.8M · May 2026. $2.8M raised · 1 round. |
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Data signals
| Funding Seed · $2.8M · May 18, 2026 Harmonic · May 18, 2026 Total raised: $2.8M across 1 round. |
| | Product launch Website · May 27, 2026 · date from page metadata Naftiko released role-aware 'What's Next' capabilities on every company page in Signals, providing capability recommendations shaped in YAML format that align with Naftiko Shipyard's tutorial tracks and governance posture. |
| | Product launch Website · May 27, 2026 · date from page metadata Naftiko announced the official naming of its six-component platform (Ikanos, Polychro, Crafter, Warden, Skipper, Shipyard) at v1.0.0-alpha3, with the launch of Shipyard as the public documentation hub and front door at shipyard.naftiko.io. The company formalized Spec-Driven Integration (SDI) as its core methodology and committed to keeping Ikanos and Polychro under Apache 2.0 license permanently. |
| | Headcount Headcount up 25.0% in 30 days (+2 hires, now 10) Harmonic · May 26, 2026 Naftiko grew headcount from 8 to 10 in the last 30 days (25.0% growth). |
| + 6 more signals in the last 30 days (collapsed) |
Website source checked Jun 09, 2026.
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Since you last spoke Naftiko closed a $2.8M seed round on May 18, 2026, and your last logged contact was 46 days ago, making this an appropriate time to reconnect on how the funding is being applied to their API governance platform. |
Outreach contacts Jérôme Louvel Chief Executive Officer |
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Last contact
| ✉ | Email from Jerome Louvel “Follow-up F-Prime Capital x Naftiko” 46 days ago · Apr 24, 2026 |
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Sources
Website signals cited inline above.
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02
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MONITORING
Tagged Feb 17, 2026 · 111 days as monitoring
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Ornn develops financial products specifically for the AI infrastructure sector, including indices, derivatives, and structured products that enable price discovery and risk management for computational resources. Their offerings feature cash-settled contracts and a pricing index based on actual trades, ensuring reliable benchmarks for GPU compute across various hardware types. |
Funding (Harmonic) Latest round: Early Stage · $33.7M · Apr 2026. $39.4M raised · 2 rounds. |
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Data signals
| Funding Early Stage · $33.7M · Apr 28, 2026 Harmonic · Apr 28, 2026 Total raised: $39.4M across 2 rounds. |
| | Headcount Headcount up 30.0% in 30 days (+3 hires, now 13) Harmonic · May 18, 2026 Ornn grew headcount from 10 to 13 in the last 30 days (30.0% growth). |
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Website source checked Jun 09, 2026.
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Since you last spoke Ornn closed a $33.7M funding round on April 28, 2026, bringing total capital raised to $39.4M across two rounds, and your last contact with the company was 111 days ago. The influx of capital into a financial infrastructure play for GPU markets warrants a check-in to understand how they're deploying these resources and whether their indices and derivatives products have gained traction with compute buyers and sellers. |
Outreach contacts Wayne Nelms Co-Founder & CTO |
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Last contact
| ✉ | Email from David Jegen “Kush Bavaria (Ornn) <> David Jegen (F-Prime)” 111 days ago · Feb 18, 2026 |
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Sources
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03
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MONITORING
Tagged Mar 31, 2026 · 69 days as monitoring
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The platform offers a comprehensive solution for developing and managing large language models (LLMs), incorporating features such as prompt management, version control, and performance evaluation. It utilizes technologies like context recall, intelligent caching, and API-based metrics tracking to improve the efficiency and reliability of AI applications. |
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Data signals
| Product launch Website · Jun 04, 2026 · date from page metadata Adaline introduced Agent Metabolism, a continuous improvement architecture for AI agents that automatically identifies production issues, generates candidate improvements, validates them against quality thresholds, and deploys approved updates. The system includes trace collection, behavioral clustering, evaluation, and monitoring stages that compound quality improvements over time. |
| | Product launch Website · May 27, 2026 · date from page metadata Adaline published a comprehensive guide to AI agent observability addressing span-level decision tracking, confidence drift monitoring, and decision provenance analysis—core features for its LLM platform to detect agent failures that traditional infrastructure metrics miss. |
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Website source checked Jun 09, 2026.
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Since you last spoke Adaline launched Agent Metabolism, an automated continuous improvement system for AI agents that cycles through issue identification, candidate generation, validation, and deployment without manual intervention. Last contact was 62 days ago. |
Outreach contacts Arsh Shah Dilbagi Co-founder & CEO | Akshay G. Co-founder & CTO |
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Last contact
| ◉ | Meeting “Betsy / Arsh” 62 days ago · Apr 08, 2026 |
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Sources
Website signals cited inline above.
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04
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MONITORING
Tagged May 05, 2026 · 34 days as monitoring
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Vantage offers a cloud cost management platform that enables users to monitor and optimize their cloud spending through features such as anomaly detection, automated rightsizing recommendations, and usage-based reporting. The platform integrates with tools like Slack and Jira, and supports programmatic management via Terraform, facilitating enhanced financial planning and resource efficiency. |
Funding (Harmonic) Latest round: Series A · $21M · Mar 2023. $25M raised · 2 rounds. |
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Data signals
| Customer win Website · Jun 08, 2026 · date from page metadata PBS, a major public broadcaster with 2,500 employees, selected Vantage as its cloud cost management platform to replace AWS Cost Explorer. The deployment enabled PBS to implement percentage-based cost allocation across teams, properly attribute reserved instance discounts, and automate monthly financial reporting while reducing overall cloud costs. |
| | Customer win Website · May 29, 2026 · date from page metadata Allium, an enterprise blockchain data platform with 50 employees founded in 2021, selected Vantage as its cloud cost management platform. Allium manages complex infrastructure with 20+ custom providers and millions in annual cloud spend, and chose Vantage for its support of custom providers, virtual tagging capabilities, and near real-time cost visibility. |
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Website source checked Jun 09, 2026.
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Since you last spoke PBS, a 2,500-person public broadcaster, recently selected Vantage to replace AWS Cost Explorer and implement percentage-based cost allocation and automated financial reporting across its teams. Your last logged contact was 32 days ago. |
Outreach contacts Ben Schaechter Co-Founder & CEO | Brooke Mckim CTO & Co-Founder |
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Last contact
| ◉ | Meeting “Chance Mathisen and Ben Schaechter” 32 days ago · May 08, 2026 |
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Sources
Website signals cited inline above.
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05
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MONITORING
Tagged Mar 20, 2026 · 80 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 23, 2026 · date from page metadata Unkey launched Unkey Deploy in public beta alongside a new website and brand refresh. This represents a significant product milestone for the API infrastructure platform. |
| + 1 more signal in the last 30 days (collapsed) |
Website source checked Jun 09, 2026.
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Since you last spoke Unkey launched Deploy, a product enabling developers to deploy APIs directly on their infrastructure with integrated management tools like rate limiting, analytics, and billing. Last contact was 77 days ago, before this product release. |
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Last contact
| ◉ | Meeting “Chat between James Perkins and Chance Mathisen” 77 days ago · Mar 24, 2026 |
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Sources
Website signals cited inline above.
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06
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MONITORING
Tagged Feb 25, 2026 · 103 days as monitoring
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We train context intelligence into our models and run them on our custom inference runtime. Build agents that are more accurate, more efficient, and never lose the thread. |
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Data signals
| Product launch Website · Jun 03, 2026 · date from page metadata Subconscious Systems released Subconscious Cache, a caching mechanism that reuses cached suffixes alongside prefixes to prevent redundant computation during agent context compaction, and Auto Compaction, which allows models to automatically prune reasoning history at inference time. The features are compatible with OpenAI Completions and Anthropic Messages APIs. |
| | Partnership Website · May 21, 2026 · date from page metadata Subconscious Systems announced they will host a hackathon at Wayfair HQ during Boston Tech Week next week in partnership with BaseTen and Cloudflare, with TIM-Qwen3.6-27B as the primary platform for participating teams. |
| | Exec hire Website · Mar 17, 2026 · date from page metadata Dana Wensberg, an engineer with 10 years of experience, has joined Subconscious as a Founding Engineer. She previously worked at another company where she built an AI agent from scratch and discovered the critical need for better context management in agent systems. |
| + 1 more signal in the last 30 days (collapsed) |
Website source checked Jun 09, 2026.
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Since you last spoke Subconscious Systems launched Subconscious Cache and Auto Compaction, new features that reduce computational redundancy in agent reasoning by reusing cached context and automatically pruning history at inference time, with compatibility across OpenAI and Anthropic APIs. Last contact was 19 days ago. |
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Last contact
| ✉ | Email from Jack O'Brien “Subconscious May Update” 19 days ago · May 21, 2026 |
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Sources
Website signals cited inline above.
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07
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MONITORING
Tagged Jan 23, 2026 · 136 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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Website source checked Jun 09, 2026.
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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 “Theta <> F-Prime (VC) Intro” 139 days ago · Jan 21, 2026 |
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Sources
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08
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MONITORING
Tagged Feb 20, 2026 · 108 days as monitoring
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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). |
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Website source checked Jun 09, 2026.
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Outreach contacts Enoch Zhu Co-Founder, CEO | Mike Cheng Co-Founder |
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Last contact
| ◉ | Meeting “F-Prime <> Orbifold Intro” 102 days ago · Feb 27, 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.
Open this digest in a browser at monitoring-digests.pages.dev/digests/cmathisen.html.
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