AuxoAI raised a $20.7M Series A led by NTTVC. The signal: anyone can now rent a frontier model, but turning that model into something that actually runs inside a specific company's workflow still takes heavy, custom, people-intensive work — Forward Deployed Engineer job postings jumped more than 1,000% in the first eight months of 2026, and AuxoAI, Distyl AI, and Arrakis are all turning that bottleneck into a business.
OneByZero raised a $20M Series A led by Jungle Ventures, its first external funding in three years. The signal: enterprises don't want more self-serve agent tools — they want someone to embed agents into existing systems, own the governance, and show verifiable results. Consulting and agent platforms are merging into one product.
Hang Ten Systems raised another $53M just five weeks after its first seed round, bringing total funding to $85M. This round signals investors betting not on a new AI model, but on whether 'rebuilding traditional systems-integration outsourcing with agents' can prove itself through real contracts within its first six months.
MIT research says 95% of enterprise AI pilots yield zero return. OpenAI and Anthropic announced multi-billion-dollar joint ventures in the same week, wholesale adopting the Forward Deployed Engineer model that Palantir has used for over a decade to bring AI into the enterprise battlefield.
On 2026/4/22 OpenAI launched Workspace Agents — powered by Codex, capable of long-running cloud execution, and integrating with Slack/Salesforce/Google Drive. They are the enterprise successor to Custom GPTs.