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ENTERPRISE AI WORKFORCE & EXECUTION PLATFORM

Collaborative AI agent teams built to achieve your business objectives.

Most enterprise AI stops at a single chatbot answering a prompt. Ceez is the platform where teams of specialized AI agents collaborate across your systems to deliver measurable business outcomes. Grounded in your certified enterprise knowledge, routed across the right models, and governed by your policies, Ceez agent teams continuously monitor signals, investigate root causes, coordinate workflows, and execute approved actions—with cryptographic proof of every step.

Certified Enterprise Meaning (Ground)Collaborative AI Agent Teams (Crew & Flow)38-Provider Model Control (Compass)Governed & Proven Execution (Govern & Prove)
CEEZ / COLLABORATIVE AGENT TEAM IN ACTION24/7 GOVERNED LOOP

Objective: Reduce service-impacting incidents & recover SLA performance

A coordinated team of specialized AI agents working on shared enterprise truth—not isolated prompts.

01 / GROUNDUNDERSTANDShared semantic model of entities, topology & KPIs
02 / COMPASS & INSIGHTDETECT & ROUTEReal-time KPI anomalies & 38-provider routing
03 / CREWCOLLABORATETriager → Analyst → Planner → Verifier team
04 / FLOWORCHESTRATEMulti-step API & infra sagas with rollback
05 / GOVERNAUTHORIZE3-tier autonomy & plan-hash human approvals
06 / PROVEPROVE OUTCOMESHA-256 execution receipt & verified ROI
Human authority remains explicit: Every consequential action is scoped, dry-run validated, policy-checked, and cryptographically recorded.
COLLABORATIVE AI AGENT TEAMS · SHARED ENTERPRISE CONTEXT · PROVABLE BUSINESS OUTCOMES UNDERSTAND → DETECT → COLLABORATE → ORCHESTRATE → GOVERN → PROVE
ONE OPERATING MODEL · THREE WAYS TO ADOPT

From the horizontal platform to enterprise use cases and turnkey vertical applications.

Ceez separates the foundational platform that powers collaborative AI agent teams, the enterprise workflows you compose on it, and the turnkey domain applications we ship out of the box.

01 / THE CEEZ PLATFORM

The engine for collaborative AI workforces

Nine modular horizontal products—Ground, Compass, Insight, Crew, Flow, Ingest, Govern, Prove, and FDE Workbench—that allow Forward-Deployed Engineers to build, shadow-test, monitor, and optimize multi-agent teams with shared business context, model cost control, and runtime governance.

Explore the Platform Story →
02 / ENTERPRISE USE CASES

Agent teams working across your existing business systems

Compose the Ceez platform over your existing ERP, CRM, ITSM, and security stack (SAP, Salesforce, ServiceNow, Snowflake, Splunk) to achieve measurable objectives in Finance Close, Revenue Recovery, Customer Operations, Supply Chain, IT Service Ops, and SecOps.

Explore Platform Use Cases →
03 / VERTICALLY INTEGRATED APPS

Pre-built operational suites with embedded agent teams

For mission-critical infrastructure domains, Ceez delivers complete, standalone software suites with dedicated operator consoles, domain data models, and native hardware/network protocols: Rackline (AI Data Centres), NetPulse (Autonomous NOC with 32 built-in agents), and CEEZ Flow (Governed Network Change).

Explore Vertically Integrated Apps →
STORY 01 / THE HORIZONTAL PLATFORM

Six horizontal layers that solve the enterprise AI execution gap.

Models alone cannot run enterprise operations. The Ceez Platform provides the six horizontal layers required to move from raw data to governed, auditable execution.

01

Understand — Ground ↗

5-layer semantic operating model (Sources → Entities → Ontology → Context Graph → Action Contracts) across 58+ enterprise connectors, exposed via auto-generated MCP servers.

02

Control model choice — Compass ↗

AI model control plane routing across 38 providers (OpenAI, Anthropic, Vertex, Bedrock, Azure, local vLLM) with 4-tier routing, semantic caching, hard budgets, and $0 script promotion.

03

Analyze — Insight ↗

Contract-backed time-series analytics and Evidence Explorer (ClickHouse + PostgreSQL + Redis) linking KPI movements and anomalies directly to operational action.

04

Execute — Crew + Flow (Horizontal Engine)

Coordinate role-specialized multi-agent teams (Triage → Enrich → Act → Verify) with BPMN 2.0 workflow orchestration, stateful sagas, and transactional rollback.

05

Control and prove — Govern + Prove

Enforce 3-tier graduated autonomy, plan-hash-bound human approvals, and SHA-256 hash-chained execution receipts with live ROI attribution.

06

Acquire and engineer — Ingest + FDE Workbench

Acquire data across 58+ connectors and 14 streaming protocols, and empower multiple FDEs to collaboratively build, shadow-test, monitor, and optimize workflows.

STORY 02 / USE CASES USING THE PLATFORM

How teams compose the horizontal platform to automate business workflows.

In a Platform Use Case, you keep your existing systems of record (SAP, Salesforce, ServiceNow, Workday, Snowflake) and use FDE Workbench to compose Ground, Compass, Insight, Crew, Flow, Govern, and Prove into an end-to-end operational loop.

USE CASE 01 / FINANCE

Autonomous close & 3-way reconciliation

Platform composition: Ground unifies ERP sub-ledgers & PO rules → Insight flags variances → Crew investigates mismatches → Flow stages journal adjustments → Govern enforces controller approval → Prove seals SOX receipts.

See Finance platform composition →
USE CASE 02 / REVENUE OPS

Billing dispute & receivables recovery

Platform composition: Ground links contracts, usage & invoices → Insight scores DSO risk → Crew isolates dispute root causes → Flow coordinates credit memos or payment plans under Govern thresholds.

See Revenue platform composition →
USE CASE 03 / CUSTOMER OPS

Cross-system issue diagnosis & SLA recovery

Platform composition: Ground maps entitlements & telemetry → Crew reproduces diagnostics across CRM & backend logs → Flow executes account/service remediation → Prove verifies SLA restoration.

See Customer Ops composition →
USE CASE 04 / SUPPLY CHAIN

Supply risk & order exception resolution

Platform composition: Ingest streams EDI & carrier feeds → Ground maps BOM dependencies → Insight quantifies revenue at risk → Crew & Flow stage supplier reallocations for planner sign-off.

See Supply Chain composition →
USE CASE 05 / IT SERVICE OPS

Cross-stack cloud & ITSM incident resolution

Platform composition: Ingest collects OTLP traces & CI/CD commits → Ground maps service topology → Crew isolates root cause → Flow executes feature-flag or deployment rollbacks under Govern gates.

See IT Ops platform composition →
USE CASE 06 / SECOPS

Context-grounded alert triage & containment

Platform composition: Ground correlates SIEM alerts with asset criticality & IAM privileges → Crew reconstructs attack timelines → Govern enforces dual-control human approval for host or IAM containment.

See SecOps platform composition →
STORY 03 / VERTICALLY INTEGRATED APPLICATIONS

Turnkey domain software suites built on Ceez for infrastructure operations.

Unlike horizontal platform use cases composed over third-party ERPs or CRMs, Ceez Vertically Integrated Applications are complete, standalone operational suites with purpose-built domain UIs, native hardware/network protocols, and pre-engineered agent crews.

VERTICAL APPLICATION 01 · RACKLINE.CEEZ.AI

Rackline

AI Data Centre & GPU Factory System of Record

A dedicated DCIM and capacity operations suite with an interactive 3D digital twin, simultaneous 4D capacity budgeting (42U elevation, kW power, kg floor weight, L/min liquid cooling), 11 automated preflight checks, 24 REST API groups, and 7 site-scoped RBAC roles.

3D Digital Twin UI4D Capacity Engine11 Preflight Gates
Explore Rackline Application →
VERTICAL APPLICATION 02 · NETPULSE.CEEZ.AI

NetPulse

Autonomous NOC & Service Assurance Suite

A full-stack network assurance console that ingests 14 streaming telemetry protocols at 100K events/sec, maps blast radius across Provider → Links → Tunnels → Apps, and dispatches 32 pre-built NOC agents across 8 domains (-96% alert noise, 4 min MTTR).

NOC Situation Console14 Telemetry Protocols32 Built-In NOC Agents
Explore NetPulse Application →
VERTICAL APPLICATION 03 · FLOW.CEEZ.AI

CEEZ Flow

Model-Driven Network Change & Automation Suite

A multi-vendor network engineering application with an interactive topology canvas, SSH/NETCONF lock pinning, 5-state live-device dry runs (Add / Take over / Change / Remove / In place), plan-hash-bound approvals, and newest-first atomic undo.

Topology Canvas UINETCONF / YANG Dry-RunPlan-Hash Approval
Explore CEEZ Flow Application →
A PRACTICAL WAY TO START

Choose your entry point: Platform capability, Use Case blueprint, or Vertical Application.

Whether you want to govern 38 LLM providers with Compass, compose a custom enterprise workflow in FDE Workbench, or deploy Rackline, NetPulse, or CEEZ Flow out of the box, we start with a focused 30-day production proof.

PATH 01

Adopt a Horizontal Platform Product

Deploy Compass ↗ to control 38-provider LLM spend or Ground ↗ to expose governed MCP context across your existing AI initiatives.

PATH 02

Compose an Enterprise Use Case on the Platform

Use FDE Workbench to wire Ground, Crew, Flow, Govern, and Prove over your ERP, CRM, or ITSM to automate a Finance, Revenue, Customer, Supply Chain, IT, or SecOps workflow.

PATH 03

Deploy a Vertically Integrated Application

Roll out Rackline ↗, NetPulse ↗, or CEEZ Flow ↗ as a turnkey operational suite for AI data centres or network engineering.

Bring us one operational objective.

We will identify whether your fastest path to value is a horizontal platform module, a composed enterprise use case, or a vertically integrated application.

Bring us one objective ↗