What We Shared at ClawShop, and why AI's Hidden Costs are Finally Getting a Fix

Yesterday, we joined the OpenClaw community for ClawShop, the largest virtual OpenClaw event to date, hosted by our friends at Kilo. Events like ClawShop put us in front of the builders who are pushing AI agent workflows forward, and we left feeling energized about the future and who we're building for.
What We Got Into
We opened with a question that seems simple but hits on something most tools still don't answer: when you run an AI agent, do you actually know what it costs in dollars and energy? It's a question most teams haven't had a good way to answer, until now.
Neuralwatt's software helps organizations reclaim stranded power capacity and get up to 33% more AI compute from their existing infrastructure, no new hardware required. Neuralwatt Cloud, our hosted inference layer offers full energy visibility built into every request, with every call returning not just a response, but the actual energy data behind it in kilojoules, wattage, and token speed so teams can finally start managing AI spend the way they manage any other infrastructure cost.
Introducing Neuralwatt Allowance
We also touched on the recent changes to how Anthropic handles third-party tools, and what that means for teams who've built their workflows around OpenClaw. Overnight, teams who had predictable, flat-rate costs found themselves scrambling to make sense of billing with no real guardrails. This shift is a good reminder that the more dependent your stack is on any single provider's pricing decisions, the more exposed you are when decisions change.
Live today, Neuralwatt Allowance helps address this very challenge, and lets you assign a daily budget to each API key, so each agent gets its own spending limit. Agents running on Neuralwatt become budget-aware and can report their progress toward their allowance in real time and proactively flag when they're approaching their limit. This means there are no dashboards to manually check, and no end-of-month billing surprises.
We Want to Hear from You
One of the things we value most is hearing directly from the Neuralwatt community. Our Discord is where we share what we're working on, and where your feedback genuinely shapes what we build next. If today sparked any questions or ideas, we'd love for you to join us.
Grab your free subscription code
For the first 250 people, we're also offering a free subscription code to try Neuralwatt for yourself:
We have a lot more coming this year, and we can’t wait to bring you along for it.