T E M T R A C E

#temtrace was announced at the Constellation Network/ Panasonic Connect’s event, an exclusive, invite-only gathering of 30 top mobility companies shaping the future of the industry. Constellation was one of only two companies chosen to deliver a 30-minute presentation to Panasonic’s senior leadership, showcasing how Digital Evidence blockchain solution can transform Panasonic TOUGHBOOK and Connected Vehicle divisions.

What would you do with a third of your cloud bill back? Per the State of FinOps 2026 report, 32% of enterprise cloud spend is wasted roughly $265B burned globally each year. 87% of enterprises now run multi-cloud, and 78% of FinOps practices report into the CTO/CIO org, up 18 points since 2023. The conversation has moved out of finance and into engineering leadership. Multi-cloud was sold as resilience and negotiating leverage; the bill it produces is the cost of running three different abstractions at once. AI workloads are now in 98% of FinOps scope, up from 63%, which means the next wave of waste will be GPU hours, not idle VMs. The CIO who treats cloud cost as a quarterly cleanup is solving last year's problem. Each device works the system is a tax on attention and budget. Cloud sprawl is the same except the meter never stops. FinOps managed services, AI cost governance, commitment optimization, workload placement across tools TEMTRACE stitches that together... Unified verification platform with data provenance.

@AssetConductor @chacomaxi @Conste11ation ‼️

@temtrace_ai @chacomaxi @Conste11ation Yeah, monumental moment for crypto assets & $DAG was first. A publicly traded company just rolled up $DAG into their company. I don’t think people realize how huge this is.

What a time to be alive. For the first time ever, we are witnessing a blockchain company, @Conste11ation, being acquired in this industry. This is not just another headline. It is a signal. Let that sink in for a moment. constellation-labs:native

$DAG $AIAI

Everyone wants AI adoption. Few are prepared for AI accountability. Companies are racing to deploy AI across customer service, hiring, finance, cybersecurity, and operations while regulation struggles to keep up. Reality: AI governance is shifting from a legal checkbox to a boardroom priority. If AI touches high-impact decisions, governance isn’t bureaucracy. It’s risk management. The companies that ignore this will learn the hard way.

@Conste11ation Congratulations 🎉🎊🎈 Pretty amazing to be the first blockchain company to be acquired in the industry! Let that sink in for a moment $DAG $AIAI

AIAI Holdings starts trading on Nasdaq Thursday. Constellation Network is inside the portfolio. We have a full week of announcements ahead. $AIAI $DAG

@berg_dave42 @Conste11ation Congratulations 🍾🎈🎊

$AIAI is live on Nasdaq today. Nine years from the original theory, @Conste11ation is a portfolio company inside a publicly traded AI holding platform. The work that brought this here was patient and unfashionable for most of it. What changes today is the runway behind it. What doesn't is the work itself. Gratitude to the @Conste11ation team that did the hard work to get us here. And to the team at @_AiSquared for believing in us. aiaiholdings.com

The next systematic risk...AI lending @TheUpsiderAI save this post

@lukesophinos TEMTrace modernizes AP/TEM by treating AI agents as managed financial entities from agent ID to cost center, GL coding, approval, evidence, ERP posting, and bill pay with verifiable audit trails. Built and ready to go!

@temtrace_ai Tell us more !

@Gartner predicts the average Fortune 500 enterprise will go from <15 AI agents in 2025 to 150,000+ by 2028. The problem won’t be building agents. It’ll be managing them. Identity. Permissions. Traceability. Governance. AI at scale needs accountability. That’s the future we’re building at TEMTrace AI.

Wall Street just dropped $222M into Circle’s Arc BlackRock, Apollo & a16z backing a new L1 blockchain as the “operating system” for institutional finance, tokenized assets & AI agents running on USDC. Tomorrow AIAI lists on NASDAQ after acquiring @Conste11ation While Arc builds the money rails, Constellation’s Hypergraph + Digital Evidence gives AI the one thing it actually needs: cryptographically verifiable data & provenance. Real infrastructure. $AIAI $DAG

Q: How could you guys help @ServiceNow ? A: Today: A human submits a change request. ServiceNow tracks the approval workflow. Another human implements the change. ServiceNow logs "who did what." Agentic Era: An autonomous infrastructure agent detects a performance anomaly. It diagnoses, approves (via policy engine), and implements a fix all through APIs. ServiceNow never sees the decision tree. It only gets a final log entry if someone remembers to push one. Who audits the agent? Who proves the fix was authorized? Who provides the tamper-evident chain from anomaly - decision - action? ServiceNow cannot answer these questions because it was never designed to witness agent-to-agent communication. Enter TEMTRACE.

Compliance-Critical Data "Provable Source of Truth" @salesforce today: Stores the claim that a discount was approved. TEMTRACE fix: Cryptographically hashes the approval at the moment of execution, creating a tamper-evident record regulators accept. Phrase: "Salesforce stores the record. TEMTRACE notarizes the truth." Regulations are driving the inevitable...

Last month Salesforce announced it would open its APIs and launch a headless product, essentially betting that in an agentic world, its value lies in the data layer, not the UI. The announcement is a useful prompt for a more interesting question: if you strip away the UI and expose the database, what are you actually left with? a16z's Seema Amble on where defensibility moves in the agentic era & how businesses will adapt: a16z.news/p/is-software-…

Enterprise tech spend has too many blind spots: duplicate charges, billing errors, ghost assets, contract gaps, and audit risk. TEMTRACE turns asset, usage, contract, and financial data into normalized, verifiable digital evidence. A change request in @ServiceNow is just an entry; with TEMTRACE, it becomes a legally defensible, verifiable fact From procurement to retirement, trust the trace.

@businessbarista True. True. My conversations with c-level folks are around being able to prove the AI journey from procurement to bill pay to show business value and produce verifiable records for each asset. As well as, proving they are in alignment with regulatory requirements.

I spoke to five Fortune 2000 execs today about the state of AI. I asked each one “What’s the most challenging part about this moment in AI?” The CISO said: “There is an ocean-sized gap between hype and reality, which makes discerning what’s real exhausting.” The VP of AI engineering said: “Everyone acts like they’re an expert, yet the main reason so few AI use cases have reached production in enterprises is because true expertise requires experience in scaled systems, enterprise politics, AI fluency, governance and guardrails, and deep process knowledge. Almost no one is actually an expert.” The CTO said: “Our remit is to cut costs, but you can’t actually take AI transformation seriously without increasing AI/R&D budgets up front to ultimately drive bottom line once things are in production and performant. It’s an unrealistic expectation.” The Chief of Staff said: “My job is to drive AI upskilling across the organization, and after doing it for 2 years I’m exhausted. Yes there’s potential ROI from all of the agentic workflows we’re building, but soul and humanity are being sucked out of our processes.” The Finance leader said: “We acquired a multibillion dollar old school business. Getting that business to be AI-native is incredibly painful largely because people aren’t ready or willing to adopt it.” I’m having convos like this every day because I'm building an invite-only AI community for enterprise execs (and interviewing folks before I let them in), but if you find these notes helpful I’m happy to keep sharing them!

MDM became mandatory when enterprise mobile security stopped being optional. In the same way, ordering, MACD, entitlement, and provenance verification will become mandatory as mobility services become more connected, AI-driven, regulated, and software-defined.

@SpaceNews_Inc Who do you think will manage all those assets through the supply-chain with data provenance?

Star Catcher raises $65 million for space power grid spacenews.com/star-catcher-r…