SOFTWARE ARCHITECT & COO · AI AUTOMATION · CYBERSECURITY

Governed AI systems for high-stakes operations.

ClearGlass Inc. designs AI automation, agent systems, cybersecurity programs, legal-tech workflows, OSINT operations, and enterprise architecture for leaders who need speed without losing control.

ClearGlass Inc. · Official home at www.clearglassinc.com · Ontario, Canada
Request a Strategic Brief →View Capabilities →Founder Profile
Command surface Capability map ARTEMIS / CG-01GOVERNED MODE
ExecutionDETERMINISTIC
PolicyBOUNDARY ACTIVE
EvidenceCHAIN LINKED
OversightHUMAN GATED

Led by Desmond Otieno Odhiambo, ClearGlassInc Artemis turns complex decisions into governed systems: mapped data, accountable agents, clear approvals, and audit-ready execution.

CAPABILITY 01AI automation and agent systems.

Workflow design, model routing, evaluations, approval gates, and production deployment strategy.

CAPABILITY 02Cybersecurity and risk management.

Zero-trust architecture, exposure reduction, control assurance, incident readiness, and executive risk clarity.

CAPABILITY 03Legal-tech and OSINT workflows.

Investigation systems, evidence handling, case automation, research pipelines, and traceable reporting.

SCROLL
MISSION
I help organizations merge strategy, security, automation, and operations into systems that are faster to run, easier to govern, and harder to break.
"Clear systems beat complex presentations."
CLEARGLASS INC. · FOUNDING PRINCIPLE
01

Transparency

Map the system, expose the risk, and make the next decision obvious.

02

Integrity

Governance, audit trails, and approval boundaries are designed before automation scales.

03

Intelligence

Agents are useful only when they improve decisions, reduce manual drag, and stay accountable.

SERVICES

Focused advisory and build work for high-trust systems

ClearGlass engages where architecture, risk, automation, and executive execution intersect.

🧠

AI Automation Architecture

Design governed agent workflows, evaluations, tool boundaries, deployment patterns, and operating models.

AGENTSEVALSHUMAN GATES
🔒

Cybersecurity & Risk

Translate risk into controls, policies, detection priorities, and executive-ready security decisions.

ZERO TRUSTGRCIR READY

Legal-Tech & OSINT Systems

Build investigation workflows with provenance, case context, evidence trails, and repeatable reporting.

LEGAL OPSOSINTLINEAGE
ARTEMIS COMMAND INTELLIGENCE

Secure automation with verified control

ClearGlassInc Artemis is a governed operating layer for AI workflows, evidence handling, approvals, and audit-ready command in sensitive environments.

System Architecture

Event-driven, provenance-linked, and resilient by design.

Data enters through controlled interfaces, resolves against a governed ontology, triggers deterministic execution graphs, and writes every decision, tool call, approval, and handoff into immutable audit trails.

  • Secure-by-design automation with explicit trusted execution boundaries.
  • Policy-aware orchestration across agents, APIs, pipelines, and human approvals.
  • Provenance-linked workflows that preserve source lineage and evidence chains.
  • Deterministic execution paths for repeatable mission-critical operations.
  • Audit-grade logging with traceable system behavior and replayable state.
  • Fault isolation and resilient handoffs for degraded-mode continuity.
  • Private deployment readiness across enterprise, government, and coalition domains.
  • Low-latency interaction design for analysts, operators, and executive command.
  • Operational observability with drift detection and escalation telemetry.
  • Modular future infrastructure for model routing, retrieval, evals, and runtime control.
Governance & Control

Autonomy stays inside the boundary.

The system can recommend, triage, enrich, summarize, and prepare action packages, but operationally significant execution remains gated by human approval checkpoints and policy enforcement layers.

  • Every autonomous recommendation is linked to evidence, confidence, and lineage.
  • Every escalation path is controlled, logged, and reviewable by an operator.
  • Every workflow version is governed before promotion into production.
  • Every identity, entity, and data object respects need-to-know boundaries.
  • Every model route can be evaluated, rolled back, or isolated from runtime.
  • Every failure state degrades into safe review, not silent automation.
  • Every interface state reflects verification, uncertainty, or required action.
  • Every audit trail is built for executive, legal, and technical scrutiny.
Request secure briefingOpen command demoAssess workflow readinessReview governance modelDeploy private pilot

Operational Readiness

Live telemetry, queue health, policy status, approval backlog, and degraded-mode indicators remain visible without disturbing the page hierarchy.

Future Stack

Foundry-grade ontology, AIP-style agents, Apollo-like rollout control, retrieval systems, eval harnesses, and model governance compose into one operating fabric.

Why This Exists

Organizations need automation that can act quickly without losing provenance, accountability, permission boundaries, or operator trust.

System Behavior

Reveal, verify, stabilize, escalate: the interface presents certainty first, uncertainty honestly, and intervention only when consequence requires it.

Failure Handling

Drift, missing lineage, policy conflict, or model uncertainty triggers containment, fault isolation, rollback options, and human review.

Operator Oversight

Analysts approve action packages, inspect evidence chains, tune thresholds, and promote self-improvement proposals only inside explicit guardrails.

Governance Block

Prompt governance, workflow versioning, model evaluation, policy-as-code, and compartmentalized access form the control plane for trusted execution.

Motion Notes

Ambient grid drift, cinematic reveals, parallax depth, restrained hover lift, and reduced-motion fallbacks keep motion precise, quiet, and engineered.

PLATFORMS

Selected systems and prototypes

Representative ClearGlass surfaces for governed automation, intelligence workflows, cyber risk, legal-tech operations, and executive command.

CLEARGLASS AGENTOPS PLATFORM · MICROSOFT-ALIGNED

Governed AgentOps for Enterprise Workflows

A practical operating model for designing, testing, deploying, and governing AI agents across enterprise workflows.

Agent Academy — hands-on courses, labs, certifications
Workflow Builder — visual chains, approvals, tool-calls, RPA/API actions
Agent Marketplace — sell and license enterprise-ready templates
Enterprise Console — deploy, monitor, govern, evaluate, secure
Knowledge Hub — SharePoint, OneDrive, Teams, SQL, CRM, PDFs
Simulation Lab — test real business scenarios before deployment
Partner Studio — co-build with Microsoft-aligned experts
Revenue Engine — subscriptions, templates, workshops, private deployments
MVP focus: Workflow Builder, Training Academy, Template Marketplace, Azure Deployment Pipeline, Admin Dashboard.
Monetization: Starter $99/mo · Pro $499/mo · Business $2,500/mo · Enterprise Custom · Workshops $5K–$25K · Templates $49–$999 · Private Deployment $15K–$100K+.
Launch AgentOps Blueprint →
AIR SYSTEMS CONTROL · GLASS UI

Artemis Air Systems Control

A cinematic, interactive glassmorphism control surface for airflow, pressure, temperature, humidity, filtration, vent vectors, and selectable operating zones.

Live sliders, animated gauges, and pulsing telemetry
Premium cockpit-style 1920×1080 visual direction
Open Air Control Surface →
TACTICAL PAGE

Artemis IV Core

High-intensity command shell for tactical intelligence workflows, threat matrix navigation, and mission logging.

Dashboard + threat matrix tabs
Console quick-action commands
Open Artemis IV Core
GUARDIAN PLATFORM

ClearGlass Guardian Platform

A complete financial intelligence platform built for Canadian small and medium businesses — six integrated modules replacing disconnected tools.

Unified dashboard + forecasting + health score
AI summaries + anomaly alerts + bank integrations
Explore Guardian →
BLUEDESK · CISO RISK & BLUE TEAM CONSOLE

BLUEDESK

A futuristic defensive console for CISO risk intelligence, exposure linkage, detection coverage, control assurance, and audit-ready blue-team action.

Live executive risk, KEV, IOC, and triage surfaces
Provenance-first evidence, coverage gaps, and approval workflows
Open BLUEDESK →
CLEARGLASS NEXUS v12 · INTELLIGENCE COMMAND PLATFORM

ClearGlass NEXUS v12

Intelligence command prototype for monitoring, analysis, evidence review, and executive action.

Real-time intelligence command surface
Operations center monitoring + analysis
Open NEXUS v12 →
CLEARPULSE · REAL-TIME SIGNAL INTELLIGENCE

ClearPulse

A pulse-grade intelligence surface for live operational signals, anomaly detection, and fast executive awareness across ClearGlass workflows.

Live signal monitoring and operational pulse views
Rapid situational awareness for analysts and leaders
Open ClearPulse →
FLOWSINT · OSINT INVESTIGATION GRAPH

Flowsint

An investigative intelligence graph for domains, IPs, indicators, transforms, evidence trails, and analyst-ready OSINT workflows.

Entity graphing for domains, infrastructure, and correlated leads
Transform-driven enrichment with provenance-first case context
Open Flowsint →
ARTEMIS COMMAND CENTER · LIVE SYSTEM CHART

Live Enterprise Operations Console

A premium command dashboard unifying business performance, agent activity, security posture, infrastructure health, automation throughput, market intelligence, and executive priorities.

KPI strip, system map, live metrics, alerts, insights, and event stream
Filters, drill-down mode, dark mode, high contrast, and reduced-motion support
Open Command Center →
CONDUIT · ENTERPRISE WORKFLOW AUTOMATION

Conduit

A flagship automation layer for turning business operations into governed, auditable workflows across tools, teams, approvals, and AI-assisted execution.

Workflow orchestration with approvals and handoffs
Enterprise automation for repeatable operational execution
Open Conduit →
CRYSTAL KNOWLEDGE VAULT · CLAUDE + OBSIDIAN

Second Brain System

An AI-powered knowledge system that turns scattered notes into a connected, searchable mind — Obsidian for structure, Claude for intelligence, and a repeatable weekly review loop that compounds what you know.

PARA vault structure, knowledge graph, and Maps of Content
Claude prompts, MCP connection steps, and best plugins
Explore Second Brain →
FULL CATALOG

Every ClearGlass product surface

The homepage is now the catalog source of truth: each product below uses the same premium card rhythm, direct naming, and clear action path as the rest of the ClearGlass experience.

EVOLUTION

From prototype to operational system

2024

ClearGlass Founded

Initial dashboards and cybersecurity assessment tools deployed.

2025

NEXUS & ARTEMIS Launch

Unified command dashboards moved from concept to operational products.

NEXT

High-Trust Operating Systems

Governed AI, cyber risk, legal-tech, OSINT, and enterprise workflows unified into accountable execution surfaces.

LEADERSHIP

Software architect and operator for high-trust systems

Executive-level architecture, automation, cybersecurity, legal-tech, OSINT, and operating strategy under one accountable lead.

Desmond ClearGlassInc profile picture
Founder Profile

Desmond Otieno Odhiambo

Software Architect & COO · Founder

Desmond Otieno Odhiambo leads ClearGlass as a software architect and operator focused on AI automation, cybersecurity, legal-tech systems, OSINT workflows, and enterprise execution.

His work turns ambiguous operational problems into mapped systems, governed workflows, and decision surfaces leaders can trust.

The operating principle is simple: ship systems that clarify risk, reduce manual drag, preserve accountability, and improve decision speed.

FULL PRODUCT CATALOG

Every ClearGlass surface in one system

The global product catalog mirrors the navigation menu, so every platform, prototype, product sheet, offer, interface, and command surface is reachable from the homepage and from every page through the shared glass navigation.

🧭Artemis IV CoreTactical intelligence core🛰Artemis VIOntario intelligence deploymentArtemis OSIntelligence operating systemArtemis 2040Long-horizon intelligenceArtemis Self-EvolvingGoverned improvement loopAI Cyber IntelligenceCyber intelligence platformAVALON · Artemis + PercivalUnified fusion corePERCIVAL OSGoverned command centerSENTINELLive geospatial command🌐GUARDIANIntelligence command interface🛡BLUEDESKCISO risk consoleBLUEDESK MobilePhone-first risk consoleClearGlass NEXUSFull-spectrum intelligenceNEXUS v12Flagship platform build🗺Intelligence Command SurfaceUnified operational picture🖥Intelligence InterfaceAnalyst workspace🕸FlowsintOSINT investigation graphNetwork Flow IntelligenceLiving network structureOntario OSINT DeckRegional OSINT controlAgent MeshMulti-agent orchestration🜂AI Operator WorkspaceHuman-in-the-loop opsCONDUITSelf-hosted automationPostLoopContent engineAutoMapArchitecture orchestrationCommand ConsoleCyber operations hubEvent Control SurfaceEvent-driven operationsSystems ConsolePERCIVAL operationsControl SurfaceLive command dashboardCG OSClearGlass command HUD🎥CLEARSIGHTEdge-AI camera vision🜁ZEPHYR Air ControlAir systems controlAir Systems ControlAirspace control surface📡ClearPulseHealthcare intelligenceClearPulse ArchitectureForensic-AI whitepaperAEGISLegal process shield§ClearCounselCorporate legal AI🏦ClearBank Legal AIBanking law intelligence🧾ClearTax AITax intelligence🏛Government SolutionsPublic-sector systemsCounter-UAS OSCounter-drone platformSpeed Vision AITraffic enforcement AISATS Digital TwinTransit simulationSMB SuiteSmall-business systems🔐SMB Cyber Trust KitCyber resilience kit💹Revenue EngineAI growth systemOpal-Koboi AssetsProduct asset library🧭Artemis IV Core · AssetProduct sheet🛰Artemis VI · AssetProduct sheet🌐Guardian · AssetProduct sheet💹Revenue Engine · AssetProduct sheetSMB Suite · AssetProduct sheetUltra GlassGlass intelligence UIClearGlass UltraSee-through command UIAurora GlassDesign studyButton SystemGlass UI componentsButton LabControl components💻Web Design & DevelopmentGrowth infrastructure🛒StoreBook an engagement🔌Side StoreElectronics and componentsPricingPlans and engagementsCommand CenterExecutive operations deck🗂Platform Command CenterLive monorepo dashboard🔗Authority NetworkConnected knowledge graph🖼StegoForgeMedia assurance terminal🎯ATT&CK Prompt CoreThreat-informed prompt coreHover MenuGlass interaction study

Build the system before the complexity compounds.

Contact Desmond Otieno Odhiambo for AI automation, cybersecurity, legal-tech, OSINT, or enterprise architecture work that needs senior judgment and governed execution.

PUBLIC-SECTOR READY ARCHITECTURE

High-trust systems built for
public-sector scrutiny.

ClearGlass designs high-trust command surfaces, zero-trust cybersecurity, and AI-assisted intelligence workflows with federal control frameworks in mind, including FedRAMP, CMMC Level 2, CCCS, and Protected B expectations.

FedRAMP READY
NIST SP 800-53 Rev 5 · FedRAMP Moderate baseline · Cloud security controls
CMMC LEVEL 2
Cybersecurity Maturity Model Certification · CUI safeguarding · DoD supply chain
CCCS ALIGNED
ITSG-33 · Protected B / Medium / Medium · GC Cloud Security Profile
ZERO TRUST
NIST SP 800-207 · mTLS · Microsegmentation · Continuous verification
FIVE EYES READY
Canada · USA · UK · Australia · NZ · UKUSA framework interoperability
ITAR / EAR
Dual-use technology classification · Export controls reviewed · Defense export ready
View Government Solutions → Procurement Readiness → NEXUS v12 DEMO →
UNCLASSIFIED / NON-CLASSIFIÉ — END OF DOCUMENT