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ThoughtShieldAI · enterprise AI control plane

Govern every agent. Trace every decision. Control every cost.

One control plane between your AI agents and your models, data and tools. It registers what exists, enforces policy as calls happen, puts a named human on every consequential action, and prices every token.

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8 solutions · 7 live demos · simulated data

  1. Atlas40 agents registered, owners named
  2. NexusEU rows blocked from a US endpoint
  3. PulseClose workflow at 3.2× baseline
  4. SignedData owner approves the re-route
Illustrative · simulated data
  1. 01Connect
  2. 02Understand
  3. 03Secure
  4. 04Govern
  5. 05Orchestrate
  6. 06Deliver value

The platform

Three modules. One record of what every agent did.

Atlas tells you what exists. Nexus decides what is allowed and who must sign. Pulse tells you how it performed and what it cost.

Atlas

Discover & understand

Know every agent, model, dataset and tool, who owns it, and what depends on it.

  • Data catalog and lineage
  • Application inventory
  • Business glossary and processes
  • Model and agent registry
  • Dependencies and impact

Nexus

Route & govern

Route each call to the right model, enforce policy in flight, and send exceptions to a named human.

  • Model router (LLM, agent, tool)
  • Policy enforcement: data, security, compliance
  • Access control: identity and permissions
  • Risk management: guardrails and safety
  • Workflow orchestration: approval and execution

Pulse

Monitor & optimize

Price every token, watch quality and latency, and turn the audit trail into a feedback loop.

  • Monitoring: usage, latency, quality
  • Cost management (FinOps)
  • Performance analytics
  • Audit and compliance: logs, reports
  • Feedback loop

Integrations

  • APIs
  • ERP / CRM / HR / finance
  • Databases & warehouses
  • Document repositories
  • Messaging & events (Kafka)
  • MCP / AI tools
  • IoT / edge

Security & governance

  • Identity & access
  • Data security: encryption, DLP
  • Policy & compliance
  • Threat detection
  • Audit & lineage
  • Privacy & data residency

Model providers

  • OpenAI
  • Anthropic
  • Google
  • Meta
  • AWS Bedrock
  • Self-hosted
  • Others

Provider-agnostic by design. Names are shown as examples of where Nexus can route, not as partnerships.

Lineage and telemetry come from instrumented gateways, agent SDKs, integrations and event logs. ThoughtShieldAI governs what passes through them and does not claim to intercept every call automatically.

Solutions

One platform, eight ways to start.

Each solution has its own page and a live demo you can play in the browser. Every demo uses fictional names and simulated data.

Platform

The horizontal control plane for any enterprise.

Northwind Holdings (fictional tenant)

Enterprise Control Plane

One registry, one gateway and one ledger for every AI agent, model and tool in the enterprise.

Read more Live demo

Infrastructure / EPC

Proposed demos for Rodic Consultants, with simulated data.

Proposed demo for Rodic · simulated data

Rodic Agent Governance

A control plane over seven proposed project-lifecycle agents, from design to handover.

Read more Live demo

Industry packs

The catch, cite, sign and count pattern, applied to new industries.

Brightfield Foods (fictional supplier)

Retail Deduction Recovery

Matches every retailer deduction to evidence and drafts the dispute for an analyst to sign.

Read more Live demo

Healthcare

ThoughtShield Health, on its own site.

health.thoughtshieldai.com

ThoughtShield Health

The Medicare Advantage post-acute authorization command center. Agents catch denials, draft chart-cited appeals for physician signature, and escalate every deadline.

Visit the healthcare site

How every solution works

Catch. Cite. Sign. Escalate. Count.

The pattern proven in healthcare, carried to every industry pack and use case. Agents do the reading and drafting; people make the decisions.

  1. Catch

    An agent spots the money-losing or risky event early: a denial, a leaked recovery, a closing notice window, a blocked call.

  2. Cite

    It drafts the response, and every sentence links to the document, record or log it rests on.

  3. Sign

    A named person opens each citation and signs. The approve button stays locked until they have.

    Human step

  4. Escalate

    Deadline clocks are watched and escalated to a human before they lapse.

  5. Count

    A ledger counts value recovered or protected, and Pulse prices the model cost behind it.

Principles

Human in the loop is the product.

Agents never approve their own work

Every consequential action (send, file, pay, change, issue) waits for a named human chosen by policy, with the evidence in front of them.

Every recommendation shows its why

Citations open to the source page, and lineage runs from source data to the outcome.

One trace from request to result

Request, policy decision, approval and execution share one trace ID in an append-only audit log.

Every token priced

Cost per decision, per workflow and per agent, against a budget, in the currency the business uses.

Honest about coverage

Lineage and telemetry come from instrumented gateways, agent SDKs, integrations and event logs. Calls that bypass them are not seen, and the registry says which agents are instrumented.

Questions buyers ask first

What is ThoughtShieldAI?

An enterprise AI intelligence and control plane. Atlas inventories agents, models and data with lineage; Nexus routes calls and enforces policy with named human approvals; Pulse monitors quality, latency and cost.

Are the demos connected to real data?

No. Every demo runs offline in your browser with fictional tenants, people and simulated, deterministic data. No model calls are made.

Has Rodic deployed any of this?

No. The four Rodic pages are proposed demos built for a conversation with Rodic Consultants, with simulated data. The agents shown are proposed roles.

Do agents take actions on their own?

They draft, match, predict and recommend. Sending, filing, paying, approving or changing anything requires a named person, and the demos show that step every time.

Where is the healthcare product?

ThoughtShield Health, the Medicare Advantage post-acute authorization command center, has its own site at health.thoughtshieldai.com. The industry packs here reuse its pattern.

Bring one workflow. Leave with a trace.

A 30-minute walkthrough of the live demos, then a conversation about your agents, the data they touch and who should sign.

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