Agentsflix - Uber blew $3.4B on AI in 4m

Uber blew $3.4B on AI in 4 months. Better cut costs by 70%

5 followers

Uber blew $3.4B on AI in 4 months. Better cut costs by 70%

5 followers

AgentsFlix is an AI Gateway and Governance Platform that gives enterprises centralized control, cost optimization, security, and visibility over all employee and agent usage of LLMs like OpenAI, Claude, and Gemini.

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Launch tags:Developer Tools•Artificial Intelligence•Security

Launch Team

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Hunter

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We realized the AI ecosystem was rapidly shifting from single chatbots to autonomous AI agents capable of executing real tasks. But as more agents emerged, the ecosystem became fragmented — different frameworks, APIs, workflows, and execution systems with no unified coordination layer. We saw the same pattern that happened with cloud infrastructure, payments, and APIs: once complexity increases, orchestration and routing become critical infrastructure. The core problem we wanted to solve was simple: “How do developers and businesses coordinate multiple autonomous AI agents through one unified execution platform?” Initially, we explored building agents directly, but we realized the long-term opportunity was not creating another agent — it was creating the orchestration layer between agents, workflows, and execution systems. That insight completely changed our approach. Instead of building isolated AI experiences, we evolved toward building an AI Agent Orchestration Platform where tasks can be routed to specialized autonomous agents, execution can be monitored, and workflows can scale through one unified interface and API. During the process, we focused heavily on simplifying the user experience. Most multi-agent systems today feel highly technical and fragmented. We wanted AgentsFlix to abstract that complexity and make autonomous execution feel seamless — where users simply submit tasks and the platform coordinates the right agents automatically. Our launch evolved from a simple “AI agents” concept into a broader infrastructure vision: building the execution layer for autonomous AI workflows.

Report

2mo ago

Hunter

Why I Built AgentsFlix

AI adoption inside enterprises exploded faster than governance could keep up.

Over the last few months, I spoke with CTOs, CISOs, engineering managers, and founders across multiple industries. Almost every conversation sounded the same:

Teams were spending heavily on AI tools
Nobody knew where the money was going
Employees used multiple models across work and personal accounts
Security teams had no visibility
Finance teams couldn’t track usage
Compliance teams were worried about regulation

One CTO told me:

“We budgeted nearly a million dollars for AI this year. Within months, most of it was gone, and we still had no idea who was using what.”

Another said:

“If we block AI tools, employees use personal accounts. If we allow them, we lose control.”

That’s when I realized something important:

The world has thousands of AI tools.
But enterprises still lack a proper control layer for AI usage.

That’s why I built AgentsFlix.

The Problem

AI usage inside companies is chaotic.

Different teams use different models for similar tasks. Expensive models are used for simple requests. Duplicate prompts happen across departments. Hundreds of unused subscriptions continue renewing every month.

At the same time:

Sensitive company data gets pasted into public AI tools
Shadow AI usage is increasing
Companies struggle to enforce policies
Audit trails are missing
AI spending is becoming unpredictable

Most enterprises operate AI systems without visibility, governance, or optimization.

And regulations are catching up quickly.

What AgentsFlix Does

AgentsFlix acts as an AI gateway and governance layer for enterprises.

The idea is simple:

Replace your existing AI endpoint with AgentsFlix and instantly gain visibility, governance, optimization, and auditability.

Instead of fragmented AI usage across dozens of tools, AgentsFlix creates a centralized control plane.

Key Features

AI Gateway Proxy

Route requests across OpenAI, Claude, Gemini, and other providers through a single endpoint.

Policy Engine

Define rules like:

budget limits by department
approved models by team
blocked sensitive data
request restrictions

Observability Dashboard

Track:

token usage
model activity
department spending
duplicate requests
blocked prompts

Cost Optimization

Reduce waste using:

smart routing
caching
duplicate detection

Audit Logs & Compliance

Every request and response is logged for:

compliance
governance
security reviews
auditability

Duplicate Work Detection

Different teams often ask AI the same questions repeatedly.

Marketing, sales, and product teams may independently generate nearly identical prompts — creating duplicate costs.

AgentsFlix identifies these overlaps and helps reduce redundant AI spending.

What AgentsFlix Is NOT

AgentsFlix is not employee surveillance software.

We do not:

monitor screens
track keystrokes
spy on employees

We only focus on enterprise AI traffic.

The goal is visibility, optimization, and security — not surveillance.

Why This Matters Now

Three things are happening simultaneously:

1. AI Costs Are Rising Fast

Many companies underestimated how expensive large-scale AI adoption would become.

2. Security Risks Are Increasing

Organizations worry about:

proprietary data exposure
customer information leakage
unmanaged AI usage

3. Regulation Is Arriving

Governments and enterprises increasingly require:

auditability
governance
traceability
transparency

Most companies are not fully prepared.

The Vision

I believe every company will eventually operate through an AI control layer.

Just as cloud infrastructure required observability and security platforms, AI infrastructure will require governance systems.

Our long-term vision is to become the infrastructure layer between enterprises and AI systems.

Not another AI app.

Infrastructure.

Why I’m Launching on Product Hunt

Because I believe this problem is much bigger than most people realize.

AI tooling exploded.
Governance infrastructure did not.

I’m launching AgentsFlix to:

get feedback from developers and enterprise teams
validate workflows
improve governance features
shape the roadmap with the community

The Bigger Picture

AI is becoming core infrastructure for modern companies.

But infrastructure without governance creates:

waste
security risks
operational chaos
compliance problems

I don’t believe companies should choose between innovation and control.

AgentsFlix exists to make both possible.

Try AgentsFlix

We’re launching our beta today.

If your company uses AI and wants better:

visibility
governance
optimization
auditability
cost control

I’d love your feedback.

AgentsFlix
Stop paying twice for the same AI answer.