Autonomous Agents for Intelligent Businesses.
Autonomous agentic systems engineered to execute complex workflows. Shift execution to the Xerebro Agent Hub, transform escalating OPEX into strategic CAPEX, and redirect workforce capacity toward measurable business outcomes.
Scale execution, not expenditure.
Scaling an enterprise traditionally requires scaling OPEX—more headcount, more fragmented SaaS subscriptions, and compounding operational friction. Xerebro breaks this linear cost curve by centralizing your operations into a unified, intelligent architecture.
By leveraging the Xerebro Agent Hub, we centralize your AI infrastructure. Our 24/7 background workers utilize deterministic reasoning and dynamic tokenized variables to execute complex data parsing, multi-day reasoning loops, and bulk mutations with absolute precision and zero hallucination risk.
Fragmented SaaS & Linear OPEX
Proliferating seat licenses, disjointed desktop assistants that sleep when laptops close, and human bottlenecks managing manual spreadsheet reconciliation.
Xerebro Agent Hub Strategic CAPEX
Centralized Google Gemini Enterprise reasoning hosted on always-on Cloud Run workers, creating permanent, proprietary operational IP with zero per-seat penalty.
Autonomous Workers That Never Sleep.
Unlike conversational chatbots constrained to an active browser window, Xerebro deploys persistent virtual daemons to hardened Google Cloud Run instances. These background runners maintain long-horizon state across multi-day reasoning loops, continuous data parsing, and zero-latency webhook responses.
Sovereign Intelligence Across Every Discipline.
AI Architecture
Master multi-tenant blueprints, tokenized dynamic variables, and centralized Hub-and-Spoke engineering.
Efficiency Control
Persistent background loops, structured proposal staging, and deterministic HITL approval gatekeepers.
Google Ecosystem
Native integration across Google Workspace, Cloud Console IAM roles, and Ads MCC automation.
Custom App Dev
Bespoke software engineered around proprietary workflows via OpenAPI 3.0 schemas and webhooks.
Centralized Reasoning. Decentralized Execution.
Our sovereign Hub-and-Spoke architecture enforces strict corporate isolation. The central engine (xero-agent-hub) performs the cognitive heavy lifting, while client spokes retain complete ownership of their data endpoints via Cross-Project IAM and OAuth 2.0 Web Flows.
-
Strict Dynamic Isolation: Variable tokens (
{{tenant_id}}) prevent cross-client data contamination. - Zero Autonomous Writes: Live mutations remain hard-locked until an authorized human triggers "Approve".
Master Orchestrator
The Industry Savant in Production.
Discover how autonomous background agents digest proprietary informatics, financials, and operational matrices across diverse industry verticals.
Predictive Fleet Diagnostics
Autonomous parsing of vehicle diagnostics, environmental sensors, and driver behavior executing sub-second proactive safety workflows.
Closed-Loop Business OS
Digital COO/CMO automating ULC compliance contracts, Wave API invoice reconciliation, and technician dispatch with zero manual re-entry.
Automated Code Auditing
Validation of life safety inspections against the Ontario Fire Code, managing deficiency portfolios in real-time through a client portal.
Elevate your mission-critical operations.
Stop absorbing the friction of fragmented software and manual data reconciliation. Speak directly with a Xerebro AI Architect to audit your core processes, blueprint a multi-tenant hub, and convert volatile operational drag into high-yield enterprise value.
The Autonomous Engine.
Moving far beyond conversational chatbots that sleep when a laptop closes. The Xerebro Agent Hub pairs the enterprise-grade reasoning of Google Gemini with always-on Google Cloud Run compute to host persistent, stateful background workers that liberate your human workforce.
The Dual-Engine Cognitive Topology
How natural language model intelligence in Gemini binds to persistent Cloud Run execution loops to guarantee zero drift, deterministic outcomes, and safe human-in-the-loop action.
Gemini Enterprise
Generative reasoning engine translating complex enterprise logic into low-code OpenAPI tool calls.
Stateful Worker
Persistent background daemon executing multi-day audit reasoning without memory drift.
Governed Action
Mutations stage asynchronously to approval channels; live writes execute only upon human approval.
Cloud Run Stateful Worker
Always-on compute with zero memory drift
Model-Driven Orchestration
Xerebro replaces fragile, hardcoded Python codebases with dynamic, low-code/no-code generative frameworks within Agent Studio. Complex multi-step reasoning is directed using natural language directives and structured OpenAPI 3.0 schema mappings.
- Zero-shot OpenAPI 3.0 tool integration into live corporate APIs
-
Deterministic reasoning baselines (
Temp 0.0 - 0.2) to eliminate hallucination - Dynamic variable substitution across multi-tenant scopes
Persistent Virtual Workers
True automation must operate 24/7 independent of human workstation status. Workflows are packaged and deployed to hardened Cloud Run always-on instances, executing stateful background loops that never suffer memory drift or disconnection.
- Continuous multi-day audit reasoning across trailing 7/14/30 day data
- Zero-latency webhook triggers responding to telemetry events
- Fully containerized compute with automatic horizontal scaling
The Capability Matrix.
How the Xerebro Agent Hub transforms ambient corporate telemetry into deterministic operational actions across four balanced disciplines.
High-Bandwidth Telemetry Ingestion
Autonomous background workers ingest unstructured, semi-structured, and live streaming data across Google Workspace files, Google Ads Manager Accounts, and custom client database endpoints without manual normalization.
Multi-Day Autonomous Reasoning
State preserved across long horizons. Workers calculate conversion drops, evaluate keyword efficiency over rolling trailing windows (7 to 30 days), and cross-reference financial metrics with strict mathematical precision.
Asynchronous Payload Generation
Output is never just conversational chat. Agents build structured OpenAPI 3.0 JSON mutate payloads, populate staging rows within Google Sheets asynchronous approval queues, and generate multi-page operational reports.
Human-in-the-Loop (HITL) Guardrails
Absolute protection against runaway autonomous operations. Live database mutations, budget allocations, and ad copy deployments remain hard-locked until an authorized executive triggers an explicit "Approve" response.
Next: Explore our enterprise solutions and capabilities.
Solutions & Integrations.
Eliminate SaaS bloat and fragmented subscriptions. We design, deploy, and govern bespoke autonomous systems directly into your existing cloud infrastructure, converting recurring OPEX into permanent intellectual capital.
How Our 5 Offerings Form a Sovereign Operating Core.
Rather than five disconnected service silos, our solutions converge into an interlocking operational organism: cloud perimeters secure data, Workspace tools capture inputs, AI architectures reason with dynamic tokens, efficiency gates lock mutations, and custom apps deliver high-velocity execution.
Xerebro Agent Hub
AI Architecture
Multi-tenant blueprints & dynamic tokenized variables ({{tenant_id}}).
Google Cloud Console
Cross-Project IAM roles, OAuth vaults & 24/7 Cloud Run compute.
Google Workspace
Sheets async queues, Drive document libraries & Google Chat Spaces.
Efficiency Control
100% Gated HITL approval queues, Telegram alerts & zero budget drift.
Custom App Dev
Bespoke OpenAPI 3.0 schemas, webhook triggers & custom tools.
Xerebro Agent Hub Core
All 5 solutions interconnect through a single sovereign multi-tenant hub
AI Architecture & Implementation
We architect bespoke multi-tenant systems centered on strict data isolation and scalable hub-and-spoke models. Using standardized dynamic tokens ({{tenant_id}}), we establish enterprise-grade intelligence engines tailored directly to your operations without hardcoded constraints.
Efficiency Management & Operational Control
Maintain 100% deterministic oversight over autonomous execution. We build strict Human-in-the-Loop (HITL) gatekeepers, asynchronous approval queues, and telemetry monitoring loops that eliminate runaway risks and guarantee every mutation is validated by executive personnel before deployment.
Google Workspace Integrations
Transform everyday business tools into autonomous control centers. Agents read, write, and execute across Google Sheets asynchronous approval queues, Drive repositories, and Google Chat Spaces seamlessly.
Google Cloud Console Integrations
Deploy secure, enterprise-grade cloud topologies. We connect the central Hub to your peripheral nodes via OAuth 2.0 Web Flows, Cross-Project IAM Roles, and always-on Cloud Run background runners.
Custom Product & Application Dev
Bespoke software engineered around your proprietary workflows. We translate operational requirements into low-code OpenAPI 3.0 tools, webhooks, and streamlined internal applications with rapid time-to-market.
How Enterprise Solutions Coalesce into Action.
Every capability above operates within a closed-loop execution lifecycle. By fusing ambient corporate telemetry with deterministic AI reasoning and human approval safeguards, Xerebro automates mission-critical tasks with zero margin for error.
Telemetry & Auth Integration
Continuous data ingestion from Google Workspace, Google Ads MCC, and enterprise endpoints via scoped OAuth 2.0 Web Flows and Cross-Project IAM.
Deterministic Reasoning
24/7 Cloud Run daemons run Gemini Enterprise agent loops with deterministic temperature (0.1), injecting tokenized dynamic variables ({{tenant_id}}).
Gated HITL Deployment
Proposals stage asynchronously to Telegram bots and Google Chat Spaces. Live API mutate calls and budget writes execute only upon explicit human sign-off.
Curious how this pipeline is isolated across multiple companies?
Our sovereign Hub-and-Spoke topology prevents cross-workspace contamination through tokenized profiles and zero-trust IAM boundaries.
Next: Deep dive into the technical architecture spec.
Xerebro Agent Hub Architecture.
To scale efficiently and securely, our architecture enforces a strict division between the central development environment and peripheral corporate data end-points. We centralize intelligence and reasoning, while decentralizing execution.
Centralized Intelligence vs. SaaS Sprawl
Traditional software deployments suffer from "seat-tax fragmentation"—enterprises pay escalating monthly licenses for isolated tools that don't speak to one another, leaving proprietary operational data scattered across dozens of external silos.
Xerebro collapses this sprawl into a single sovereign engine. Operating within the Google Gemini Enterprise Agent Platform and powered by persistent Cloud Run background workers, the Xerebro Agent Hub executes cross-system reasoning loops, manages multi-tenant permissions, and transforms recurring operational expenses into permanent, proprietary intellectual property.
Hub-and-Spoke Governance
Zero-trust multi-tenancy: peripheral spokes retain complete sovereign data boundaries.
Xerebro Agent Hub
Deterministic reasoning engine, token vault & dynamic profile router.
Xerebro Agent Hub
Deterministic reasoning engine on 24/7 Cloud Run.
Strict Multi-Tenancy
Agents are engineered to be strictly company-agnostic. Workflow instructions never hardcode client account numbers, names, or fixed thresholds. Instead, instructions are parameterized with standardized tokens:
Dynamically matched against our Master Tenant Matrix (tenant_profile.yaml) at runtime.
Perimeter Security & IAM
Cross-workspace operations strictly isolate corporate data boundaries while delegating explicit execution authorization to the Hub Core Engine:
- Cross-Project IAM Roles: External clients grant scoped service account impersonation without exposing root GCP credentials.
- OAuth 2.0 Web Flows: Automated token refresh cycles held in our isolated Google Cloud Secret Manager token vault.
Complies with enterprise data governance and Zero-Trust cloud network postures.
Cloud Run Always-On
Desktop-bound AI assistants fail when users disconnect. Xerebro hosts stateful execution processes in hardened Cloud Run containers:
- Multi-Day Reasoning: Daemons execute long-horizon batch audits and deep performance parsing over rolling 7-to-30 day trailing windows.
- Deterministic Output (Temp 0.1): Strict low temperatures eliminate creative hallucination during financial calculation and keyword audits.
Guarantees uninterrupted monitoring even when local workstations are completely offline.
Human-in-the-Loop (HITL) Execution Cycle
Autonomous agents must never possess unbridled authorization to write directly to production ad budgets, live database records, or public-facing assets. We enforce a deterministic 4-stage pipeline.
Analyze Telemetry
Background worker parses search term queries, conversion drops, and cost metrics across connected spokes.
Draft Proposal
Formulates structured JSON action payload containing recommended negative keywords or calibrated budget adjustments.
Queue Notification
Proposal routes to Telegram webhook, Google Chat Space, or Google Sheets with interactive "Approve" triggers.
Authorize Mutation
Live Google Ads API mutate protocol executes ONLY after manual executive confirmation.
{
"tenant_id": "{{tenant_id}}",
"target_ads_mcc_id": "{{target_ads_mcc_id}}",
"proposed_actions": {
"negative_keywords": ["[unqualified search query]", "[high bounce keyword]"],
"daily_budget_adjustment": { "campaign_id": "10293847", "delta_micros": +5000000 }
},
"status": "PENDING_HUMAN_APPROVAL"
}Explore how partner enterprises leverage the Xerebro Agent Hub in production.
The Industry Savant.
Xerebro is strictly industry-agnostic. Rather than forcing your business into a rigid software vertical, the Xerebro Agent Hub ingests ambient corporate telemetry to become an objective, analytical savant capable of optimizing the operational realities of any business.
Objective Intelligence Across Every Operational Vector
By processing your organization's proprietary informatics, financials, operational matrices, unit economics, and real-time telemetry, our system transforms into an objective, data-driven industry savant. Unencumbered by cognitive biases, organizational inertia, or departmental silos, Xerebro isolates margin leakage, orchestrates workforce capacity, and converts volatile operational drag into high-yield enterprise value.
Financials & Cash Velocity
Direct ledger ingestion, Wave/QuickBooks API reconciliation, unit margin analysis, and automated customer invoice lifecycle processing.
Operational Matrices
Statutory compliance, Ontario Fire Code checks, field audit validations, and multi-facility deficiency resolution pipelines.
Workforce & Labour Logistics
Optimized technician dispatch, field telemetry monitoring, administrative offloading, and automated contractor scheduling.
Scope & Value Execution
Automated ULC contract generation, signature auditing, client access portals, and ad campaign spend calibration.
Dynamic Operational Synthesis Engine
Continuously digesting multi-modal telemetry to deliver zero-drift executive clarity, eliminate margin leakage, and automate task orchestration.
Predictive Telemetry Oversight & Low-Latency Fleet Action
Powered by Google Cloud, Ubiqar bridges physical operations and enterprise analytics through an autonomous spatial intelligence platform. Moving beyond traditional GPS tracking, the system integrates predictive telemetry and autonomous AI agents to deliver continuous, real-time oversight across distributed fleets and field teams.
By processing complex vehicle diagnostics, driver behavior, and environmental sensors, Xerebro's agentic models automatically detect operational anomalies, trigger proactive safety workflows, and execute low-latency decisions—turning physical movement into measurable profit.
Autonomous RevOps & Closed-Loop Business OS
In an industry burdened by heavy regulatory oversight, Emberlink developed a closed-loop business OS that automates the revenue lifecycle—from customer acquisition to technician dispatch.
Acting as an autonomous digital COO/CMO, deterministic background daemons assemble custom ULC contracts, audit signatures, reconcile invoice payments via Wave API, and distribute official compliance certificates with zero manual data re-entry—transforming asset-heavy service into a software-driven growth model.
Automated Regulatory Audits & Deficiencies Management
A compliance-driven fire protection company utilizing AI to validate compliance audits and inspections against the strict Ontario Fire Code.
Xerebro implemented an integrated compliance management system. Through a secure client access portal, property and facilities managers can autonomously oversee their portfolio's compliance documents, outstanding deficiencies, and costs in real-time, managed entirely by background AI validation agents.
Consult directly with a Principal AI Architect to audit your operational workflows.
Partner with Xerebro.
Connect with our architecture team to audit your infrastructure and blueprint a bespoke deployment on the Xerebro Agent Hub.
Partner with Xerebro.
Stop paying for repetitive execution. Our architects will audit your workflows, design a compliant schema, and deploy a bespoke Xerebro Agent Hub architecture tailored to your proprietary data infrastructure.