Cominty · The EU‑native Agentic OS for enterprise

Make your product
agent‑native.With zero effort.

The Independent EU‑based Agentic OS for enterprise:
one harness, one runtime, any AI model.

100% EU‑based 200+ AI models +1000 integrations & MCP Cloud EU or Self‑hosted

UC

Your Use CasePrompts · Business logic

DATA

Your KnowledgeDocs · Databases · Apps

AI

Any AI ModelThinks · 200+ models

Cominty · Agentic OS

BUILT IN‑HOUSE · CLOSES THE GAP

01 · HARNESS

Makes it act

02 · RUNTIME

Makes it run

03 · OPERATE

Keeps control

Production · In Your Product & Teams

CLOUD EU · OR YOUR K8S

await client.chat.start(
  agent_id="agent::copilot",
  thread_capabilities=AgentCapabilities(
    web=WebCapability(activation="never")))

1. In your app (SDK/API)✓

2. For teams (Portal)✓

3. Cloud EU or Your K8s●

Trusted by teams at

and more

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

The problem

An agent demo takes a day.
Production takes a platform.

    ModelsContextToolsPermissionsFailoverCosts
  

Agent roadmap

Platform work

BUILDING

Production

TYOUR TEAM

BLOCKER

State of the art95%

of custom enterprise AI tools never reach production.

● 95% stuck before prod● 5% shipped

Industry StudyMIT NANDASTATE OF AI IN BUSINESS 2025

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Why it fails

A while loop is a demo.
A harness is a distributed system.

while True: reply = llm(history)What you demo · 1 line

Below the surface · what you must run

To build it in‑house

12–18

months

With a dedicated platform team. Then rebuilt at every new model.

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

The market shift

Prompt and context made AI useful.
Harness and runtime make it ship.

2022PromptAsk a model. Get an answer.

2024ContextGround it in your data.

2026Harness + RuntimeAgents that act, under control.

What the AI does

How long a task runs

Which model

What matters now is everything around the model: the harness that lets it act, and the runtime that keeps it running.

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Cominty takes the lead

The first Independent
EU‑native Agentic OS
for enterprise.

Three years of R&D condensed into one harness and one runtime, for every agent you ship. Built in Paris, hosted in Europe.

0yrs

of R&D

on harness and runtime

0B+

tool calls traced

in production

0K+

active agents

on the platform

0+

models

one gateway, failover

0%

EU‑based

company, team, hosting

+0

native integrations

tools, MCP, RAG

One core.

Three ways in.

01 · SaaS

Agentic Portal

For business teams. Chat, multi‑agent, skills. No code.

02 · API / SDK

Managed agents

Inside your product. Python, JavaScript, REST.

03 · Self‑hosted

Your Kubernetes

The full runtime in your own cluster.

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

How it works · key concepts

Cominty closes the gap
to production.

A model only thinks — it is interchangeable intelligence. You bring the use case; Cominty provides what it takes to make it act, run and improve in production.

01 · WHAT YOU BRINGRaw intelligence & business context

UC

Your Use Case & LogicInstructions, business rules & workflows

DOC

Your Documents & KnowledgeFiles, internal documentation & unstructured content

SYS

Your Business Systems & DataCRM, ERP, databases, APIs & permissions

AI

Any AI Model (Thinks)Interchangeable intelligence · 200+ models

02 · WHAT DOES IT TAKE?Cominty: Harness + Runtime

Cominty · Agentic OS

HARNESS + RUNTIME

Harnessmakes a model act

Loop and context, tools, memory, skills, permissions, model gateway.

Runtimekeeps it running for many users

Workers, sessions, sandboxes, secure tool access, scaling, deployment.

Operatesee it, trust it, improve it

Traces, cost, audit and evals.

03 · PRODUCTIONWhere your agents run

MANAGED AGENTS · SDK & API · SELF‑HOSTED

In your product Run governed agents on our infrastructure or your Kubernetes cluster. Embed them into your applications and workflows via Python, JavaScript or REST API.

AGENTIC PORTAL · HOSTED SAAS

For your teams Use governed agents directly in our fully hosted, no‑code SaaS workspace. Powered by the same runtime, skills and policies.

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Model‑agnostic

Any model, swapped with one label.

The gateway inside the harness routes to any provider in Europe, and fails over.

AGENT = HARNESS + MODEL 1‑LABEL SWITCH · AUTO‑FAILOVER

IN‑HOUSE HARNESS

Harness

Loop, context, tools, memory

Agentic loopContext & RAG+1,000 toolsSkills

Model gateway ACTIVE

routes and fails over

+

INTERCHANGEABLE

Model

one labelmistral-large-eu

OpenAI

Claude

Gemini

Mistral

Llama

DeepSeek

Qwen

Grok

01 · COMMERCIAL FRONTIER API FAILOVER · REROUTED

Degraded: traffic moves on

If a provider slows down or errors out, traffic reroutes mid‑run without dropping the session.

OpenAI

Claude

Gemini

02 · SOVEREIGN & PARTNER INFERENCE ACTIVE ROUTE · EU

Open‑source models

On partner inference, e.g. Fireworks EU — full speed, zero data retention.

Mistral

Llama

DeepSeek

Qwen

03 · DEDICATED & SELF‑HOSTED PRIVATE TENANT · vLLM

Your own server

Private tenant or self‑hosted (vLLM) inside your VPC or air‑gapped Kubernetes cluster.

Llama

Mistral

Qwen

Swap a model by changing one label. If a provider degrades, traffic moves to the next.

200+ MODELS SUPPORTED 0% TOKEN MARKUP · BYOK

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

From any stack to production

Any product becomes agent‑ready.

Build, wire, run, call. A few lines of code.

Your product

⌕

Comintyagent::crm-copilot

PythonJavaScript

Build→Wire→Run→Call

CapabilitiesThis thread

thread_capabilities · the ceiling, set at start

message_scope · narrows one message, never widens

You bring the use case. Cominty brings production.No config file · no redeploy

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Why Cominty · build vs. buy

Build it yourself takes a platform team.
Cominty ships it on day one.

Keep 100% of your product, prompts and business logic. Delegate the 90% of undifferentiated infrastructure.

Build it yourself

90% infra plumbing

10% product

90% platform work

01Agent loop & statecustom retries & state machine

02Multi‑model & failoverrewritten at every new model

03Context, RAG & memorychunking, sync & compaction

04Tools & MCP connectorsOAuth, schemas & rate limits

05Sandboxes & permissionsisolation, RBAC, CISO review

06Traces, costs & Day‑2 opson‑call, draining & unit cost

12–18 months

before real production

4–6 FTEs

full‑time platform team

Non‑stop

maintenance & model drift

VS

Cominty · Agentic OS

100% focus on your agents

100% your product & use case

0% plumbing

✓In‑house Governed Harnessproprietary loop, modular skills & retries

✓200+ Models Gateway1‑label switch, mid‑run auto‑failover

✓Memory & RAG Enginepersistent threads, context & indexing

✓+1000 Native Integrationsmanaged MCP, tools, auth & permissions

✓Isolated Runtime & Securitysandboxes, RBAC, PII mask, EU or your K8s

✓Operate & Cost Controllive traces, audit trail, kill switch

Days, not months

from prototype to production

0 infra FTE

Cominty engineers run the core

0% markup

pay active runtime only

Own your differentiation. Cominty runs the harness and the runtime.

Portal · Python / JS SDK · REST API · EU Cloud or Self‑hosted K8s

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Why Cominty · continually improving R&D

Continually improving R&D.

Cominty AI engineers continuously optimize our Harness across all agents live on Cominty — solving bottlenecks once so your agents beat market tools with zero code changes:

Example 01 · Running Complex Multi‑Step Agents

Result

20× cheaper

& 10.5× faster runs

Problem Using one big AI model for every single step makes agents slow and expensive.

Solution Smart Per‑Step Routing: fast models run simple tool calls; big models only do hard thinking.

Vs. Market Cominty: $0.49 & 3m 38s

vs. $10.00 & 38 min single‑LLM loop

Example 02 · Searching Large Company Document Bases

Result

7–15× cheaper

per conversation

Problem Reloading full documents into the AI on every question costs a fortune at scale.

Solution Hybrid Search + 500K Context: pinpoints exact pages across 470K+ files before answering.

Vs. Market Cominty: <$0.01 / thread

vs. $0.07–$0.15 / thread on NotebookLM

Example 03 · Reading Complex Excel Spreadsheets

Result

-40% crashes

eliminated on Excel

Problem Standard AI parsers read Excel like flat PDFs — breaking tables & failing on 40% of files.

Solution Native Spreadsheet Engine: built on 10,000 real customer Excels to keep full grid structure.

Vs. Market Cominty: 10,000 Excels validated

vs. 40% crash rate on LlamaParse

Example 04 · AI Reasoning & Structured Actions

Result

+31 to +50 pts

accuracy preserved

Problem Forcing an AI to reply directly in strict code (JSON) cuts its reasoning intelligence in half.

Solution Think First, Format Second: the AI reasons freely in plain text before calling the tool.

Vs. Market Cominty: 80–84% accuracy

vs. 30–53% Native JSON (Haiku/Sonnet)

Compounding R&D

Your Harness never ages. Every R&D breakthrough is automatically inherited by all agents live on Cominty · 0 maintenance FTE for you.

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Why Cominty · security & sovereignty

Secure by design. Sovereign by default.

Built for your security review, not around it.

✓

SOC 2 Type II

Audited · AICPA

✓

ISO 27001

2022 Certified

✓

GDPR

EU Data Privacy

✓

EU AI Act

EU Compliant

Your data Model

training · fine‑tuning ✕

Never trains on your data

No training or fine‑tuning · contractual zero retention.

EU Cloud · or Your K8s

EU‑hosted or Bring your own cloud

EU regions by default · or on your Kubernetes cluster.

AES-256 at rest TLS 1.2+ · RBAC

Encrypted & tenant‑isolated

AES‑256, TLS 1.2+, per‑org scoping & isolated sandboxes.

14:02search_docs✓ ok

14:03read_invoice✓ ok

14:05pen_test · SIEM✓ verified

Full audit trail & pen‑tested

Every tool call logged to SIEM · annual 3rd‑party pen tests.

acme / run_41ac

0Policy checks

0Models available

0Bytes leaving the EU

PolicyModelsAudit

Any model. No lock‑in. 200+ models · 1‑label switch · Mid‑run failover · 0% markup

OpenAI

Claude

Gemini

Mistral

Llama

DeepSeek

Qwen

Grok+200 models

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Proof · enterprise use cases & customers

Proven in production.

From AI‑native products built on our SDK to 2,500+ employees on the Agentic Portal — running on one governed core.

01 · AI‑Native Product · SDK & Harness 10× faster ship

“AI integration is no longer only about productivity. By building an AI‑first programmatic advertising platform on Cominty's harness, we gain speed, and bring more intelligence and performance to our campaigns.”

Head of DataValues.media · Programmatic AdTech

Python SDKMulti‑agent

02 · Enterprise Scale‑Out · Portal & Core Company‑wide

2,500+

One governed harness for every business team.

One governed core across Legal, Finance, Ops, HR & IT instead of one disconnected AI tool per department: same 200+ models, same security policies and unified audit trail.

Berger LevraultInternational Software Publisher

RBAC & SSO200+ Models

03 · Regulated Professions · EU Sovereignty 0 model lock‑in

“We needed a platform compliant with EU regulations and built for secure AI agent deployment, without depending on a single model vendor. We were impressed by its performance and security in regulated professions.”

Didier RossignolCEO · Groupe ADSN (Notarial digital services)

EU SovereignISO / SOC 2

04 · AI Factory · Finance & Deal Advisory Human‑in‑the‑loop

100%

An AI factory for client‑ready finance deliverables.

Specialised multi‑agent workflows turn raw deal data rooms & spreadsheets into reviewed, client‑ready financial deliverables with mandatory human approval before export.

Eight AdvisoryFinancial & M&A Advisory

RAG + ExcelAudit Trail

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Founding team · +10 years in enterprise AI

+10 years building enterprise AI.
Repeat founders & AI pioneers at scale.

Three complementary founders — Deep AI Infrastructure, Product Vision & Enterprise Adoption — backed by an elite R&D team in Paris.

Moustapha EbnouLinkedIn ↗

CTO & Co‑Founder

+10 yrs · AI Models & Infra (France & US)

Spent 10+ years building AI models and shipping AI‑native infrastructure at scale in France and the US. Architects Cominty's multi‑agent harness and isolated execution runtime.

Multi‑Agent Harness Isolated Runtime FR & US AI R&D

Fariha ShahLinkedIn ↗

CEO & Co‑Founder

+10 yrs · Product Vision & AI Venture Execution

Leads Cominty's product vision and execution with one conviction: making frontier agentic AI usable by every team — without compromising on quality, security or sovereignty.

Product Vision AI Venture Scaling Executive Leadership

Jonathan BordereauLinkedIn ↗

CSO & Co‑Founder

+20 yrs · Enterprise Strategy & Field Adoption

Spent 20+ years inside large organizations translating board‑level strategy into daily team adoption across complex IT, governance policies and human roles. Leads enterprise GTM & partnerships.

C‑Level Strategy Enterprise Governance Partnerships

Academic & ML Research Pedigree · Moustapha

Engineering & AI

Math & ML Research

Shared Track Record · Fariha & Jonathan (Repeat Founders Together) Co‑founded · Scaled · Exited

Co‑founders · Pioneer in AI Automation · 1,300+ Enterprise Clients

EXIT→

Acquired by Groupe Figaro (Leading French Media & Tech Group)

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Business model

You pay for runtime. Nothing else.

No fee on tokens. No seat licences. Bring your own keys.

01Runtime only

Billed per active minute. Idle is free.

020% on tokens

Exact provider price, or your own keys.

03Any deployment

SaaS, API/SDK or your Kubernetes.

What would you ship first?

Support triage

Finance close

CRM copilot

agent::support-triage · today

0billed minutes

● Idle: €0

00:0006:0012:0018:0024:00

Active: billedIdle: never billed

Enterprise-grade predictability Aligned with real production value.

€0 when idlePer-second active runtime billing

0% token markupProvider cost or Bring Your Own Keys

Unlimited usersNo per-seat tax across departments

SaaS or Self‑HostedEU Cloud, Hybrid or your own VPC

ProblemMarket ShiftAgentic OSArchitectureWhy ComintyBusiness ModelStart Now

Get started · Become Agent‑Native now

Agentic OS · Ready in minutes

Become Agent‑Native now.

Ship your first governed AI agent today — on our sovereign EU cloud, via Python SDK, or inside your own VPC.

Self‑serve workspace · Instant access

Start Free↗

https://platform.cominty.ai/sign-up Free starter runtime credits · Build in Portal or SDK in 2 min. Custom scoping · CTO & AI Engineering

Book a demo→

cominty.ai/contact 30‑min architecture session · Use‑case & VPC deployment scoping.

✓ 200+ Models · 0% token fee ✓ +1,000 MCP & OAuth tools ✓ SOC 2 Type II · ISO 27001 · EU

From sign‑up to production < 1 day onboarding

01 · Sign up free00:02 min

Create your workspace on platform.cominty.ai/sign-up

02 · Build or import00:15 min

Configure in the Agentic Portal or 5‑line Python SDK

03 · Scale in productionDay 1

Run in your product or across every business team

# Ship your first production agent in 5 lines

from cominty import Agent

agent = Agent("enterprise-copilot", model="claude-4-sonnet",

skills=["fin-ops"], tools=["hubspot", "sql"], policy="eu-strict")

agent.deploy() # → live at platform.cominty.ai

https://platform.cominty.ai/sign-up ↗ Book a demo · cominty.ai/contact ↗ trust.cominty.ai ↗ hello@cominty.ai

Cominty · The Agentic Operating System for Enterprise

An agent demo takes a day.Production takes a platform.

A while loop is a demo.A harness is a distributed system.

Prompt and context made AI useful.Harness and runtime make it ship.

The first IndependentEU‑native Agentic OSfor enterprise.

Cominty closes the gapto production.

Any model, swapped with one label.

Harness

Model

Degraded: traffic moves on

Open‑source models

Your own server

Any product becomes agent‑ready.

Your product

Build it yourself takes a platform team.Cominty ships it on day one.

Continually improving R&D.

Secure by design. Sovereign by default.

Proven in production.

One governed harness for every business team.

An AI factory for client‑ready finance deliverables.

+10 years building enterprise AI.Repeat founders & AI pioneers at scale.

You pay for runtime. Nothing else.

What would you ship first?

Become Agent‑Native now.

An agent demo takes a day.
Production takes a platform.

A while loop is a demo.
A harness is a distributed system.

Prompt and context made AI useful.
Harness and runtime make it ship.

The first Independent
EU‑native Agentic OS
for enterprise.

Cominty closes the gap
to production.

Build it yourself takes a platform team.
Cominty ships it on day one.

+10 years building enterprise AI.
Repeat founders & AI pioneers at scale.