Software for better decisions

Compare. Verify. Decide.

When you steer working capital, new product launches or customer service levels, gut feeling stops working. compR replaces it with explainable benchmarking, so leaders compare, verify and decide without second-guessing.

Recruitment · Food & FMCG · Supply Chain · Career Development · AI Agents

Twenty-five years inside multinational Operations, HR and FMCG have taught us one thing: when the decision is hard, the data is messy. Our algorithms were built to make sense of the mess, so your leadership team acts on facts, not intuition.

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CROWLR SaaS
Invoc
INVOC.me
KONIVE
PLANK.io
INVOK.fr
app.crowlr
compr.app
CROWLR.io
Apollo
Nexus
Vault
Flow
OpsContext
DueD™
Enterprise Security
99.9% Uptime
Global Infrastructure
24/7 Support

Built for decisions across industries

Scale & Maturity

Built for scale. Proven in complexity.

Whether your portfolio spans 50 items or 20,000, a single country or 20+ markets, one warehouse or 30 distribution centers, the same compR engine adapts without you re-architecting anything. Mid-cap and Fortune 500 teams plug in and start benchmarking on day one, no matter how regional, multi-warehouse or cross-border the complexity gets.

25+
Years of experience
20+
Countries
$100M–$20B
Client revenue range
50 – 20,000
SKU range deployed
One Mission

Whether you are hiring a manager or specialist,

the cost of getting it wrong is the same.

Months of delay and credibility lost. compR removes that risk by anchoring every decision to verified, comparable data, on the same three-step backbone across every product.

01

Compare

Understand available options.

Side-by-side benchmarking across candidates, products, suppliers, forecasts and opportunities, with the data and context that actually moves the decision.

02

Verify

Validate facts and credibility.

Objective verification built on historical rigour. Our credibility scoring and due-diligence models (DueD™) deduce insights from millions of data points, leveraging decades of accumulated benchmarking to separate facts from noise.

03

Decide

Act with confidence.

Turn information into action. Recommend, negotiate, forecast, hire, buy, with a clear audit trail from data to outcome.

The science of benchmarking

Most internal "benchmarks" compare apples to oranges and quietly mislead decisions. compR doesn't. Every score is normalised against peers of the same kind, same candidate seniority, same product category, same forecast horizon, so what you compare is actually comparable. Across 20+ countries, that's the difference between a defensible decision and a write-off your CFO didn't see coming.

DATA
COMPARE
VERIFY
DECIDE
ACTION
Every day, people make decisions

Some are small.
Some change businesses.

Same backbone, very different jobs to be done.

Recruitment

A recruiter compares two candidates

Talent pools, benchmarking widgets and ATS workflows that surface the right fit, fast, fair, and auditable.

CROWLR Talent Pool · INVOC Brands™ · COMPR for Candidates
Consumer & FMCG

A consumer compares two grocery products

Brand transparency, OSA/OOS monitoring and shopper insight, so the right product wins on the shelf.

INVOC Brands™ · compR
Supply Chain

A planner reviews forecasts and FVA

ML demand planning, S&OP collaboration and AI agents benchmarking forecasts against actuals, quarter after quarter.

INVOC Demand Management
M&A / Investor

An investor performs due diligence

Operational due diligence for PE & M&A. The hidden risk that kills deals: supply concentration, leadership turnover, customer dependency, and the working capital trapped in inventory, production runs and shaky forecasts that never made the data room. All surfaced before you wire the funds.

DueD™ Operational Due Diligence
Career

A talent negotiates a career move

Agent-to-agent negotiation with anonymous prequalification. The same outplacement outcome at 5% of the LHH or Randstad invoice. Your displaced talent retains their dignity through the process.

KONIVE Candidates Agent · CROWLR Job Board
AI Agents

An AI agent retrieves context

MCP server and memory layer so agents remember, reason and act on verified facts, not hallucinations.

OpsContext for AI Coding Agents
Product Portfolio

One mission. Many products.

Grouped by purpose, not by industry or product name. Pick the step you need to strengthen.

Compare Live
CROWLR SaaS, HR Recruitment Platform

CROWLR SaaS

HR Recruitment SaaS (ATS)

Recruitment and Company Branding platform. White Label SaaS & Mobile career app, job board, talent pools, and candidate benchmarking widget, API, etc. 3 plans from CHF 79/mo (Expert) to CHF 499/mo (Enterprise).

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Compare Live
Invoc.io Mobile App

INVOC.io

Food Industry Company Branding

Brand management and OSA/OOS monitoring for FMCG companies. Free consumer app on App Store & Play Store. B2B platform from CHF 399/mo per brand + sales team packs.

Visit Platform
Decide Live
INVOC.me, Demand Planning Dashboard

INVOC.me

Where forecast accuracy stops being a war zone

Stop the monthly fight between Operations, Commercial, Marketing and Finance over whose forecast is right. INVOC.me anchors everyone to the same ML baseline, lets each team add their overlay, and benchmarks the actual Forecast Value Added against last month's commitment. Audit-ready across countries, with an AI agent that runs the daily review. From CHF 30/quarter to CHF 240/mo (Enterprise).

Visit Platform
Decide Live White Label
PLANK, Hyperlocal Events

PLANK.io

Hyperlocal One 2 One

What's happening, right here, right now! Join the moment. Real-time interactions from places and venues you actually are.

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Decide Live
KONIVE.com, AI Career Agent

KONIVE.com

AI Career Negotiation Agent

Agent-to-agent career negotiation: prepare your digital profile with smart AI assistants and outsource fair, anonymous prequalification to our agents. Gift Cards (CHF 20), Private Cloud (CHF 20/mo), Talent Pool Packs, and Digital Outplacement, 95% cheaper than LHH/Randstad.

Visit Platform
Decide Live White Label
INVOK.fr, Learning App

INVOK.fr

Learning for Kids & Young Adults

The app that accompanies children and young adults to learn at their own pace the basics of reading and calculus while managing digital exposure.

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Compare Live
CROWLR app, Talent Pool

CROWLR app

Job Promotion & Talent Pool app

Candidate-facing app for job promotion, Talent Pools, and anonymous candidacy benchmarking. Standard CROWLR-branded (included in SaaS CROWLR) or White Label with custom domain from CHF 240/mo.

Open App
Verify Live
COMPR.app, Credibility Scoring

COMPR.app

Candidate Credibility

Profile credibility scoring: Personal and Company Branding, improve candidates' digital profile and a solution for recruiters to provide candidates with pain-point solutions. Free for candidates, companies pay CHF 130/mo to provide their talent pool or candidates access to the verification logic.

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Compare Live White Label
CROWLR.io, Events & Networking

CROWLR.io

Hyperlocal Sensing

Recruitment events and networking platform. Attendee matching, event management, and engagement analytics.

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Verify Live · v2.1.1
OpsContext, MCP Server

OpsContext

AI that doesn't break what it can't see

Claude Code, Cursor, and Copilot write code without seeing your servers. So they suggest the wrong port, restart the wrong service, deploy into the wrong env. OpsContext gives them eyes on what's actually running — and a tamper-proof log of every change they make. Free core, no signup, runs entirely on your machine.

npx @compr/opscontext-mcp init
GitHub npm
Automate Coming Soon White Label
Apollo, White Label API Platform

Apollo

API Services Platform

Enterprise API gateway and microservices orchestration. Scalable REST/GraphQL endpoints with authentication, rate limiting, and monitoring.

Schedule a Call
Automate Coming Soon White Label
Nexus, White Label ML Platform

Nexus

ML Models Hub

Deploy and manage machine learning models at scale. Automated training pipelines, model versioning, and real-time inference endpoints.

Schedule a Call
Automate Coming Soon White Label
Vault, White Label Invoicing Platform

Vault

Invoicing & Accounts Receivable

Streamlined invoicing and accounts receivable management. Automated billing, payment tracking, dunning workflows, and financial reporting.

Schedule a Call
Automate Coming Soon White Label
Flow, White Label Automation Platform

Flow

Workflow Automation

Automate repetitive tasks and streamline processes. Visual workflow builder with intelligent triggers and seamless integrations.

Schedule a Call
Verify Live
DueD™, Operational Due Diligence

DueD™

What the data room didn't tell you

Operational due diligence for PE and M&A. Supply concentration, leadership turnover, customer dependency, working capital trapped in inventory and shaky forecasts: the risks the data room buries, surfaced before you wire the funds. International specialist coverage, fast turnaround.

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Why Companies Choose compR

From information to action.

Four reasons mid-cap to Fortune 500 teams trust compR to power their decision layer.

Benchmark faster

Stop the four-week Excel-and-PowerPoint cycle. The same comparison, defensible to your board, in minutes.

Verify before acting

Stop signing decisions you cannot defend in the next audit. Every score is sourced, explainable and reproducible.

Make better decisions

Stop relying on the loudest voice in the room. Anchor every call to verified, comparable data with a trail anyone can replay.

Deploy under your brand

Stop paying for SaaS your customers see logged in under someone else's logo. White-label ready, SaaS / mobile / API, day one.

Analytical ML, statistical rigour

While the industry chases generative text, our machine-learning models are rooted in numerical crunching. Trained on 25+ years of verified production, demand and credibility data, our algorithms deduce root causes, forecast outcomes and benchmark performance with mathematical precision. No hallucinations. Just explainable, data-driven deductions.

Enterprise & White Label

Built for scale.
Deployed under your brand.

Mid-cap to Fortune 500. SaaS, mobile or API. 25+ years of B2B craft inside every product.

Forged in multinational complexity. Enterprise environments are unforgiving. Our benchmarking engines and ML models were not built in a lab. They were stress-tested over 25+ years inside complex multinational Operations, global HR matrices and multi-tier distribution networks. We understand the friction of cross-border compliance and massive data silos because we have been solving them for two and a half decades.

6+

Platforms

14

Services

20+

Countries

100%

White-Label Ready

Enterprise Security SOC 2-ready, SSO, advanced access controls
Rapid Deployment Live in weeks, not months
API-First REST & webhooks, comprehensive docs
Dedicated Support 24/7 with named account manager

Ready to Transform Your Business?

Schedule a personalized demo and see how our solutions can drive your success.

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PROD LLC

About CSS LLC

Swiss company incorporated in 2005, CSS LLC is the company behind the parent PROD LLC, the FASTPROD, CROWLR, KONIV, INVOC brands and the compR.fr portfolio.

4
Co-founders
~10
Team Members
25+
Years of experience
$100M–$20B
Client revenue range

Our benchmarking engines and ML models were stress-tested over 25+ years inside complex multinational Operations, global HR matrices and multi-tier distribution networks. We understand the friction of cross-border compliance and massive data silos because we have been solving them for two and a half decades.

Our core expertise lies in Benchmarking and Machine Learning. All our products are available as White Label & API solutions, allowing clients to deploy under their own brand.

Schedule a Call Contact Us

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