You're already using AI.
Here's why it isn't working.
Fragmented. Ungoverned. Uncontrolled. That's not an AI problem — that's an operations problem. Your AI is fragmented, ungoverned, and out of control. That's not an AI problem — it's an operations problem
Train your AI agents to learn and transform your business processes governed by You.
How do you transform your operating model to reduce AI spent, risk, improve governance and accelerate AI adoption. With a single platform 
you can:
- Connect AI models relevant to your organization
- Create & Manage AI agents across multiple platforms
- Monitor AI activity
- Track ownership and accountability
- Manage permissions and access
- Maintain audit trails
- Monitor AI-related costs
- Establish governance policies
The problem isn't the AI
It's the operating model being...
No shared context. No coordination. No compounding value.
Each tool runs its own world and none of them know the others
Without audit trails or visibility into your AI’s actions, you lack accountability and the ability to troubleshoot when failures occur.
Financial data, customer records, strategic plans — with no access control, any employee can ask the AI anything, anytime.
Without a coordination layer, they duplicate work and leave your team managing the gaps instead of moving faster.
Organizations are connecting AI to tools, when what they need is to connect AI to their Operations.
- Claude → Salesforce (separately)
- ChatGPT → Website (separately)
- AI Tool → WhatsApp (separately)
- No governance. No control.
- One platform — all systems, all agents
- Agents with roles, rules, and knowledge
- Governed access by department and user
- AI that knows your business.
Traphiclights, the platform that delivers speed, ownership, and simplicity — from day one.
Every AI model - Every agent - One platform.
Full control.
One platform to build, train, and connect AI models and agents to the tools your business already runs on — without needing a development team to hold it together.
Your stack
Shopify · Salesforce · BC
Existing tools
TraphicLights
Agent orchestration platform
Agents
Isolated sandboxes · pluggable LLM
Knowledge
Per-agent vector store · RAG
Pipelines
Chaining · routing · async execution
Response
Coordinated · on platform
Business outcome
Your tools are already there.
TraphicLights makes them work as a team.
AI Agents
Named agents with a foundation model, a role, and system prompt rules.
Knowledge Bases
Segmented KBs — each agent reads only what it's been assigned.
Integrations
MCP servers, APIs, WhatsApp, Outlook, email SMTP and more.
Guardrails
Pre-built and custom rules baked into every agent at creation.
Access Control
Departments and individuals governed from the top down.
One Product — Built to Manage Across Different Teams.
Here’s some examples of how Traphiclights can transform your business processes.
Service AI Team Agent
Resolve faster - Every time
Your agent knows the customer, the machine, and the rules before the conversation starts.
Sales Team AI Agent
Close with context - Never start from scratch
Deal history, product fit, and next best actions — right when your rep needs them.
Finance Team AI Agent
Answers that - hold up.
Policies, budgets, and approval chains — answered accurately, every time.
AI operations, built for
your entire organization.
Traphiclights gives your business one platform to connect, manage, and govern all
your AI — with full visibility, cost tracking, and accountability from day one.
Client Spotlight: Real business – Real agents – Real results.
AI-Driven Support
Delivering Better Results
OurTaap needed AI that actually understood their products — not a generic assistant. With TraphicLights, they deployed a connected support agent trained on their catalogue, policies, and order system.
100%
First-contact resolution rate — no human escalation needed for routine queries
Zero
Lines of code written by the support team to deploy and maintain their agent
Auto
Ticket routing, order lookups, and policy lookups — all handled automatically
Handles all incoming support tickets
From any channel — email, chat, or WhatsApp
Checks order status in inventory system
Real-time lookups — no human input needed
Looks up policies from the knowledge base
Returns, refunds, FAQs — always accurate
Escalates complex cases to a human
With full context — no repeat explanations
Why not just connect your AI Platform to your integrations?
You're thinking...
...because a direct integration gives you a connection.
TraphicLights gives you a governed, intelligent, scalable AI operation.
The difference is the same as having a phone number for each department versus a company that answers, routes, and responds correctly every time.
Agent roles
Knowledge scoping
Access control
Guardrails
Audit trail
One platform to build, train, and connect AI agents to the tools your business already runs on without needing a development team to hold it together.
Read more insights about Traphiclights
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AI regulation is coming, but compliance isn't your biggest challenge.
AI regulation is evolving, but visibility and governance are the real challenges. Learn why organizations need an AI operating model to manage AI securely, responsibly, and at scale.
Why cutting jobs before embedding and governing AI is a costly mistake
AI transformation requires more than technology. Learn why governance, business strategy, process redesign, and organizational readiness should come before workforce changes.
Why Enterprise Architecture Must Evolve for the AI Era
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AI Is a Business and Governance Issue Before It Is a Technology Issue
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Frequently asked questions.
Traphiclights is an AI operations platform that gives businesses the ability to design, deploy, and govern AI agents — connected to their systems, their people, and their data. Rather than managing a collection of disconnected AI tools, TraphicLights brings everything into one governed platform so teams can run AI as a real business operation.
No engineering required. TraphicLights is built for business teams — service, sales, finance — not just developers. Agents can be built and deployed in minutes through the platform, and employees interact with them through a simple interface where they only see the agents they're authorised to use.
Your data is yours — Traphiclights doesn't knowingly uses it to train AI models. Beyond that, governance is built into the platform by design, not added as an afterthought. Each agent is scoped to its own knowledge base, so a Service Agent reads service documentation and nothing else — the Sales KB is completely invisible to it. Access is controlled at the department and individual level via role-based access control (RBAC), with custom guardrails enforced on every interaction and a full audit trail available at Scale tier.
Yes. Traphiclights connects to your existing stack — Salesforce, WhatsApp, Outlook, and more — via a pre-built MCP library. Higher-tier plans support custom MCP builds for proprietary tools. The platform is model-agnostic, meaning you're not locked into a single AI provider.
Getting started is straightforward — the TraphicLights team personally reaches out to set up your account and get your first agent live. From there, you can start a free trial with no commitment required. For larger or more complex deployments — including custom setups, enterprise configurations, or white-label arrangements — you can talk directly to the team or book a deeper technical walkthrough at traphiclights.ai.