AI agents now handle inspection, scheduling, maintenance and reorders on the factory floor.
When one drifts, the error doesn't stay in one place. It repeats down the line.
SUPERWISE Services finds where your AI drifts, sets the controls it runs inside, and keeps watching it every shift.
Free readiness assessment → superwise.info/4yFPXTY
#SmartManufacturing #AIOperations #ResponsibleAI
2,046 court decisions involving AI-fabricated material, as of September 2026. About 200 a year earlier.
The fines are growing with the count: · 2023, Mata v. Avianca: $5,000 · 2026, Whiting v. City of Athens (6th Cir.): $15,000 per lawyer, plus fees and double costs.
Telling lawyers to check AI output isn't enough at this volume. Verification has to be built into the workflow.
SUPERWISE Services helps firms get there:
→ Assess: an AI readiness assessment that turns findings into a prioritized roadmap → Govern: the policy, risk and reporting foundation to run AI safely → Operate: managed monitoring of the AI tools your lawyers use.
Start with the free readiness assessment → superwise.info/4ysH9Rj
#LegalAI #AIGovernance #LegalOps
SUPERWISE guards your AI and gives it a place to run.
Most AI guardrail tools govern AI that was built somewhere else. SUPERWISE governs it, and it's also where you build and run it.
- AI gateway: Sentinel is the gateway, so there's no separate one to set up and manage.
- Endpoints: runs on employee PCs.
- Agents: build, test and roll back governed agents.
- Chat: governed chat for business teams.
- Redaction and guardrails: inline PII and secrets redaction, plus runtime guardrails on inputs and outputs.
- Start: 30-day free trial with no credit card. Sentinel plans start at $10 a month.
superwise.info/3Ud8ZTw
Bringing this week’s top AI & AI Governance stories with Lug! Delivered on your Monday morning!
This Weeks Monday Brew
#AI #MachineLearning #TechTwitter #FutureOfWork #Innovation #MondayBrew
A customer tells the bank's AI agent they don't recognize a $482.19 charge and want to dispute it.
The agent points them to the Activity tab.
That's the kind of failure the CFPB has flagged: chatbots that give inaccurate information, fail to recognize a dispute, or block access to a human can put a bank in breach of consumer law.
With SUPERWISE, a guardrail at the output stage recognizes the dispute. The agent opens it, routes the customer to a specialist, and the interaction is logged for audit.
SUPERWISE Services takes banks from pilot to production, with control: → Assess: AI Readiness Assessment → Govern: AI Governance & Controls → Operate: Managed AI Operations
Start with the free readiness assessment: superwise.info/4B4YDpr
Most AI governance tools govern AI that runs on their own platform or that you've built in. SUPERWISE governs AI wherever it runs.
That includes the traffic other tools miss: employees using public LLMs, agents built in any framework, and models in production.
Sentinel, an AI gateway at the network edge, routes traffic to OpenAI, Claude, Gemini and other providers through one control point, with no app code changes.
Secrets, PII and toxic content are redacted in real time, and raw prompts stay inside your perimeter.
Guardrails run on inputs and outputs through the gateway or the SDK, on any build platform.
SUPERWISE doesn't sell the agents it governs.
Setup takes minutes from a CLI. There's a 30-day free trial with no credit card, and Sentinel plans start at $10 a month.
superwise.info/3TKjihY
#AIGovernance #AISecurity #LLMOps #EnterpriseAI
95% of generative AI pilots delivered no measurable impact on the P&L (MIT NANDA, 2025).
The share of companies abandoning most of their AI initiatives rose from 17% to 42% in a year (S&P Global, 2025).
Gartner lists four reasons projects stall after proof of concept: poor data quality, inadequate risk controls, escalating costs and unclear business value.
SUPERWISE Services covers each one: → Unclear business value: AI Readiness Assessment → Poor data quality: Data & Architectural Discovery → Inadequate risk controls: AI Governance & Controls → Escalating costs: Managed AI Operations
Start with the free readiness assessment: superwise.info/4dCi7aZ
#AIOperations #ArtificialIntelligence #AIGovernance #EnterpriseAI
Other platforms watch your AI. SUPERWISE controls it.
Observability tells you what happened. Governance decides what's allowed to happen. Here's how SUPERWISE compares with Arize on eight capabilities:
Guardrails: native, on inputs and outputs
AI gateway: Sentinel at the network edge
Prompt redaction: redacted before it reaches the model
Coverage: governs AI you didn't build, with no instrumentation required
Policies: monitor, alert, and enforce
Compliance: reports aligned to NIST AI RMF, the EU AI Act and OWASP
Agents: build, test, and roll back governed agents
Chat: governed chat for business teams
Learn more at superwise.info/4hKzLf9
How ready is your organization to scale AI with control, accountability, and operational confidence?
The SUPERWISE AI Readiness Assessment scores you across five pillars: strategy and operating model, GenAI adoption and enablement, agent readiness and control, governance and risk management, and production operations and observability.
You get a readiness profile, your adoption-versus-control gap, and a 30/60/90-day action roadmap.
The Quick Scan takes about five minutes.
Start the assessment: superwise.info/4B6ldhy
Not sure where to start with AI?
SUPERWISE Services take you from readiness to integration, agent builds, governance and managed operations. Every engagement includes guardrails, audit trails and explainability.
Start with the free assessment → superwise.info/4zsA2Jy
Most AI risk doesn't come from the model. It comes from what goes into it and what comes out.
Sentinel is a guardrail layer for LLM and agent traffic. It wraps each model endpoint and checks every interaction in three stages:
- Input: prompts are scanned before they reach the model. PII, credentials and secrets are detected and redacted, and prompt injection and jailbreak attempts are stopped.
- Model: policies set which models, agents and tools each team can use.
- Output: responses are checked for sensitive data, toxic content and policy violations before they reach the user.
For each guardrail you choose the action: allow, monitor, remediate or block.
Every decision is logged, so you can see what ran, what was stopped and why.
It works across your stack, including OpenAI, Claude, Gemini, Copilot, internal agents and your own AI apps.
➡️ superwise.info/3TPMhkc
#AISecurity #AIGovernance #LLM #GenAI #DataPrivacy
Enterprise AI rarely shows up as a single project. It usually starts with one team using a chat tool. Then a second model gets added, then a third.
Someone asks what it all costs, someone else asks whether the outputs can be trusted, and soon the security team wants to know what's leaving the building.
Each of those questions usually brings in another tool, and each new tool is another place where visibility breaks.
We built SUPERWISE Services so the platform grows outward from the first chat:
Chat for every team, on the models you choose
Integrations with 50+ LLM providers, your data and your existing tools
Observability across usage, latency, cost and quality
Services to take you from pilot to production
Sentinel around all of it, applying guardrails and policies to every interaction: blocking prompt injection, masking PII and allowing what passes policy,
Because there's one platform, there's one view of what's running, what was stopped and why.
From first chat to full enterprise AI.
superwise.info/47eLJaP
Three types of AI tools. One platform that connects them.
Round 1, observability tools
They're strong at: AI tracing, evaluation and debugging.
SUPERWISE adds: runtime policies and governed employee AI, so visibility leads to control.
Round 2, AI security gateways
They're strong at: security, guardrails and operational control.
SUPERWISE adds: Sentinel data protection, business Chat and implementation support, so protection reaches everyday work.
Round 3, governance suites
They're strong at: enterprise risk, policy and compliance oversight.
SUPERWISE adds: a practical starting point. Begin with data protection or governed chat, then expand oversight.
One connected story: protect, enable, govern, prove.
➡️ superwise.info/4jKQkJa
Choosing an AI platform? Look at how it connects protection, adoption, and accountability.
SUPERWISE brings these priorities together:
🛡️ Protect sensitive data with Sentinel’s controls for supported AI tools.
💬 Empower employees with governed Chat and built-in guardrails.
⚙️ Govern applications and agents with AMP’s runtime policies and monitoring.
📋 Support oversight with audit trails of governed interactions and policy actions.
That combination gives organizations a practical starting point: address an immediate need, then expand governance as AI adoption grows.
Our competitive comparison shows where SUPERWISE stands out across the AI observability, security, and governance landscape.
Put AI to work with greater confidence.
Explore superwise.info/4rSrVDx
#SUPERWISE #AIGovernance #EnterpriseAI #AgenticAI
Bringing this week’s top AI & AI Governance stories with Lug!
Delivered on your Monday morning!
This Weeks Monday Brew
#AIOperations #ArtificialIntelligence #AIGovernance #EnterpriseAI #Monday Brew
Every layer of your AI stack, protected.
Sentinel sits on the path between your users and your models. It blocks prompt injection, masks PII and enforces your policies on every interaction.
Under it, SUPERWISE covers the rest: chat, 50+ LLM integrations, observability and expert services.
One platform, from first chat to full enterprise AI.
superwise.info/3U7rAAr
#AISecurity #Guardrails #EnterpriseAI
SUPERWISE Sentinel: The AI Gateway producthunt.com/products/sup… by @SuperwiseAI
SUPERWISE Sentinel is live on Product Hunt! 🚀
Deploy AI guardrails at the edge without changing your workflow. Protect secrets, PII, and sensitive data across Mac, Windows, and Linux—so you can work confidently with AI.
➡️ superwise.info/4dz82vB
From first chat to full enterprise AI. One platform. 🚀
Start with secure AI chat for your team. Connect 50+ language models and the data and tools you already use. Track usage, cost, and quality in one place.
Then move from pilot to production with expert support—and guardrails and policies powered by Sentinel.
That’s SUPERWISE. Built for the next step in your AI journey.
Explore what’s possible at superwise.info/4xX5tKN
#EnterpriseAI #AIObservability #AIGovernance #SUPERWISE
Start protecting your business with SUPERWISE Sentinel.
Your team uses AI to move faster. But a pasted prompt can include customer data, employee records, or confidential access keys.
Sentinel checks prompts routed through its local gateway and redacts sensitive
information before it leaves your machine—helping your team work confidently with AI.
Start protecting your business today: superwise.info/3VWtWCH
#AISecurity #DataProtection #SUPERWISE










