Hoang Dung AI

AGENTIC SYSTEMS ARCHITECT • AI CONSULTANT • TECHNICAL EDUCATOR

I build AI systems that do, not just suggest.

Helping organizations move from AI experimentation to production-grade agentic systems through consulting, implementation, and technical education.

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{ HOW I HELP}

Core Capabilities

Build

Production-grade AI applications, agentic workflows, and intelligent automation systems.

Multi-Agent Orchestration
Custom LLM Integrations
Autonomous Telemetry Systems

Advise

AI readiness, workflow transformation, governance, and implementation strategy.

ROI & Feasibility Analysis
Enterprise AI Governance
Architectural Auditing

Teach

Technical workshops and AI literacy programs for teams and leaders.

Hands-on Engineering Labs
Executive Alignment Sessions
Continuous Upskilling Runways

ABOUT THE PRACTICE

/About The Practice

I build AI systems that do, not just suggest.

I design, build, and teach production-grade AI systems that automate knowledge work, orchestrate complex workflows, and create measurable organizational value.

↓ SEE HOW I WORK

PILLAR 01

BUILD

Production-grade AI systems

Multi-agent workflows, autonomous scaling, and enterprise logic.

PILLAR 02

ADVISE

AI transformation strategy

Feasibility blueprints, model curation, and capability runways.

PILLAR 03

TEACH

Workshops & training

Hands-on developer upskilling and leader alignment.

PILLAR 04

SCALE

Operational AI adoption

Reliability telemetry, edge caching, and cost governance.

Flagship ProjectAgentic Systems

Mission Control

A real-time agent swarm execution platform that coordinates specialized AI agents to decompose, execute, monitor, and complete complex tasks through a shared operational environment.

Flagship ProjectAgentic Systems

ALE

An experimental platform for autonomous software engineering and machine learning feedback loops that learns from execution through memory, evaluation, and training pipelines.

Flagship ProjectAI Infrastructure

DeepCode

AI-native development infrastructure for teams building software with coding agents.

Flagship ProjectAgentic Systems

Cofounder OS

An AI-native operating system that guides founders through company building using agentic workflows, persistent memory, and roadmap-based execution.

Flagship ProjectOperational AI

Excel Automation Platform

Natural-language workflow automation for spreadsheets, databases, reporting, and financial modeling.

Flagship ProjectAgentic Systems

Knowledge Graph

An AI-native local-first personal knowledge operating system combining graph intelligence, hybrid search, continuous learning, and citation-aware reasoning.

Flagship ProjectHuman-AI Interaction

Mentimeter Open

An open-source real-time audience engagement platform that enables presenters and participants to collaborate dynamically through polls, word clouds, quizzes, and Q&A systems.

Flagship ProjectLearning OS

Alpha School

An AI-native learning operating system designed around concept mastery, personalized progression, adaptive knowledge graphs, and multi-provider integration.

Flagship ProjectAI Data Extraction

Intelligent Web Scraper

An AI-assisted browser-based data extraction platform that automatically detects repeating structural patterns, traverses Shadow DOM boundaries, manages infinite scrolls, and normalizes unstructured web data into clean, semantic datasets.

Systems Matrix

Agentic Systems Architecture Map

Designing coherent operating environments for intelligence, learning, coordination, and execution rather than building isolated chat assistants.

Flagship System	Core Architecture Question	Technical Foundation	Strategic Outcome
Mission Control	"How do AI workers coordinate?"	Convex • TypeScript • React • Docker • Multi-LLM	Swarm Orchestration & Execution
ALE	"How do AI workers learn?"	Agent Engineering • Autonomous Coding • AI Evaluation • Learning Systems	Recursive Self-Improving Loop
DeepCode	"How do AI workers build software?"	TypeScript • Python • Express • React • Bun • Zod	Autonomous Code Verification
Cofounder OS	"How do AI workers help build companies?"	Agentic AI • Multi-Agent Systems • Knowledge Graph • Startup OS • Workflow Orchestration	Coordinated Strategic Advisory
Excel Automation Platform	"How do AI workers improve operations?"	FastAPI • React • OpenAI • pandas • PostgreSQL	Auditable Process Automation
Knowledge Graph	"How do humans and AI build knowledge together?"	Rust • Tauri • React • SQLite FTS5 • HNSW Vector Index • OpenAI	Living Knowledge Discovery Engine
Mentimeter Open	"How do humans interact and learn in real time?"	Next.js • Ruby • Node.js • PostgreSQL • Redis • Tailwind • Docker	Sub-Second Live Collaborations
Alpha School	"How do we scale personalized, concept-based education?"	FastAPI • SQLModel • PostgreSQL • Next.js 14 • React 18 • TypeScript	Adaptive Concept Mastery
Intelligent Web Scraper	"How do we extract structured facts from dynamic DOM structures?"	TypeScript • Chrome Extension Manifest V3 • Crawl4AI • Docker • Vitest	DOM Pattern Recognition
Lumina SLR	"How do we automate scientific literature syntheses?"	Flask • Python • React • Lumina UI • AI Classification Engine	Reproducible SLR Evidence Map
VideoCutter AI	"How do we extract micro-learning moments from video?"	Whisper • OpenAI • Claude • FFmpeg • React • Express	Automated FFmpeg Repurposing
Viral Video Maker AI	"How do we reverse-engineer audience engagement pacing?"	Next.js • NestJS • Whisper • PostgreSQL • Redis • BullMQ • Multi-LLM	Data-Driven Content Blueprints
Ad Generator AI	"How do we optimize multi-channel meta ad variations?"	Next.js • TypeScript • FastAPI • Python • PostgreSQL • Redis • Multi-LLM	Meta API Variant Distribution
VietFinance	"How do we consolidate commerce ledgers for SME compliance?"	Next.js 14 • Hono • Drizzle ORM • Bun • PostgreSQL • Docker	Actionable Financial Intelligence
AEO Grader	"How do we measure brand presence in AI search?"	Next.js 14 • FastAPI • PostgreSQL • SQLAlchemy Async • Pydantic v2 • Brave Search	Engine-Aware Visibility Audits
OutcomeOps	"How can an individual transform expertise into a repeatable business?"	Next.js • Prisma • PostgreSQL • React Hook Form • NextAuth	Outcome-Driven Service Business OS
LiveTeam Pro	"How do we manage vertical livestream commerce operations?"	React 18 • FastAPI • PostgreSQL • Redis • Celery • Docker • MISA AMIS	Vertical Livestream Agency OS
Affiliate OS	"How can creators build scalable, compliant affiliate systems?"	Next.js 16 • Fastify 5 • TypeScript • Drizzle ORM • PostgreSQL • grammy Bot • Gemini 2.0 Flash	Compliant Affiliate Automation OS
Paperwork AI	"How do we verify that documentation matches reality?"	Python • Pydantic • Pandas • OpenPyXL • PDF Extraction Pipelines • YAML Verification DSL	Explainable Evidence Verification Engine
Moat Coach	"Does this startup actually have a defensible competitive moat?"	Next.js • PostgreSQL • RBAC • Rubric Scoring Engine • Explainable Reasoning Model	Measurable Startup Defensibility OS
Sales Intelligence OS	"How do we measure, predict, and optimize sales effectiveness?"	BigQuery • Python • ML Forecasting Models • CRM API Gateway • NPS Integrations	Predictive Workforce Revenue OS
LandingPage AI	"How do we systematically position and communicate product value?"	Next.js 15 • React • Tailwind CSS • OpenAI • Anthropic • Gemini • DeepSeek	Product Positioning & GTM Launch OS
AI Marketing Pipeline	"How do we systematically predict purchase intent and orchestrate next best action?"	Next.js • FastAPI • PostgreSQL • Redis • LLMs	Revenue Intelligence & Growth OS

{ SERVICES}

From AI Experiments to Operational Systems

Agentic Workflow Design

Design autonomous workflows that orchestrate tools, knowledge, and decision-making to automate complex business processes.

Impact: Reduce repetitive knowledge work by automating complex workflows.

→ Workflow discovery→ Agent architecture→ Human-in-the-loop design→ Automation roadmap

AI Systems Development

Build production-grade AI applications, internal copilots, knowledge systems, and multi-agent solutions.

Impact: Deploy AI systems that move beyond chat and into action.

→ RAG systems→ Agentic platforms→ AI assistants→ Workflow automation

AI Transformation Consulting

Help organizations move from AI experimentation to scalable operational adoption with governance and implementation frameworks.

Impact: Create a roadmap from pilot projects to enterprise adoption.

→ AI readiness assessment→ AI strategy→ Governance design→ Adoption roadmap

Training & Team Enablement

Equip teams and leaders with the knowledge and practical skills needed to adopt AI confidently and responsibly.

Impact: Build organizational AI capability and confidence.

→ Executive AI literacy→ Technical workshops→ Team enablement→ Hands-on implementation training

SYSTEMS

/Systems

Agentic Systems

Mission Control

A real-time agent swarm execution platform that coordinates specialized AI agents to decompose, execute, monitor, and complete complex tasks through a shared operational environment.

Stack:ConvexTypeScriptReactDockerMulti-LLM

OutcomeTransforms AI agents from isolated assistants into coordinated operational teams.

View Case Study

Agentic Systems

ALE

An experimental platform for autonomous software engineering and machine learning feedback loops that learns from execution through memory, evaluation, and training pipelines.

Stack:Agent EngineeringAutonomous CodingAI EvaluationLearning Systems

OutcomeTransforms software development from prompt-response into a continuous learning process.

View Case Study

AI Infrastructure

DeepCode

AI-native development infrastructure for teams building software with coding agents.

Stack:TypeScriptPythonExpressReactBunZod

OutcomeTransforms AI coding assistants from isolated tools into coordinated engineering systems.

View Case Study

Agentic Systems

Cofounder OS

An AI-native operating system that guides founders through company building using agentic workflows, persistent memory, and roadmap-based execution.

Stack:Agentic AIMulti-Agent SystemsKnowledge GraphStartup OSWorkflow Orchestration

OutcomeScale operational alignment by 10x.

View Case Study

Operational AI

Excel Automation Platform

Natural-language workflow automation for spreadsheets, databases, reporting, and financial modeling.

Stack:FastAPIReactOpenAIpandasPostgreSQL

OutcomeTransforms spreadsheet-heavy processes into repeatable AI-assisted workflows.

View Case Study

Agentic Systems

Knowledge Graph

An AI-native local-first personal knowledge operating system combining graph intelligence, hybrid search, continuous learning, and citation-aware reasoning.

Stack:RustTauriReactSQLite FTS5HNSW Vector IndexOpenAI

OutcomeTransforms personal notes into a living system for knowledge discovery and intellectual growth.

View Case Study

Human-AI Interaction

Mentimeter Open

An open-source real-time audience engagement platform that enables presenters and participants to collaborate dynamically through polls, word clouds, quizzes, and Q&A systems.

Stack:Next.jsRubyNode.jsPostgreSQLRedisTailwindDocker

OutcomeTransforms presentations into interactive learning and collaboration experiences.

View Case Study

Learning OS

Alpha School

An AI-native learning operating system designed around concept mastery, personalized progression, adaptive knowledge graphs, and multi-provider integration.

Stack:FastAPISQLModelPostgreSQLNext.js 14React 18TypeScript

OutcomeTransforms learning from passive content consumption into measurable concept mastery.

View Case Study

AI Data Extraction

Intelligent Web Scraper

Stack:TypeScriptChrome Extension Manifest V3Crawl4AIDockerVitest

OutcomeTransforms the web from a collection of unstructured pages into a source of structured intelligence.

View Case Study

Research Intelligence

Lumina SLR

An AI-powered systematic literature review and research synthesis platform designed to automate literature discovery, screening, quality assessment, and evidence synthesis with complete reproducibility.

Stack:FlaskPythonReactLumina UIAI Classification Engine

OutcomeTransforms literature reviews from slow manual processes into scalable, auditable knowledge workflows.

View Case Study

Content Intelligence

VideoCutter AI

An AI-powered content repurposing system that automatically identifies high-impact moments, generates aligned subtitles, and creates short-form distribution-ready assets from long-form video files.

Stack:WhisperOpenAIClaudeFFmpegReactExpress

OutcomeTransforms long-form captured knowledge into attention-optimized distribution assets.

View Case Study

Content Intelligence

Viral Video Maker AI

An AI-powered content intelligence platform and operating system that analyzes high-performing video content, reverse-engineers attention and pacing structures, and yields production-ready content packages.

Stack:Next.jsNestJSWhisperPostgreSQLRedisBullMQMulti-LLM

OutcomeTransforms content virality from intuitive guessing into an engineering system.

View Case Study

Creative Operations

Ad Generator AI

An end-to-end creative operations platform that transforms product briefings into brand-aligned marketing assets ready for rendering, human review, and Meta ads experimentation.

Stack:Next.jsTypeScriptFastAPIPythonPostgreSQLRedisMulti-LLM

OutcomeTransforms marketing from a slow manual creative bottleneck into a structured, rapid experimentation system.

View Case Study

Financial Intelligence

VietFinance

An AI-powered financial operating system tailored for Vietnamese SMEs and multi-channel e-commerce entrepreneurs to consolidate sales, manage cash flow, and run predictive analytics.

Stack:Next.js 14HonoDrizzle ORMBunPostgreSQLDocker

OutcomeTransforms raw financial transactions into actionable business decision intelligence.

View Case Study

Market Intelligence

AEO Grader

An analytics and brand intelligence platform that measures, audits, and optimizes company visibility, sentiment, and share of voice across AI answer engines.

Stack:Next.js 14FastAPIPostgreSQLSQLAlchemy AsyncPydantic v2Brave Search

OutcomeTransforms brand representation in AI search from a black box into a measurable business metric.

View Case Study

Business Operating Systems

OutcomeOps

An AI-native operating system for building, managing, and scaling service businesses, transforming expertise into a repeatable, outcome-driven business.

Stack:Next.jsPrismaPostgreSQLReact Hook FormNextAuth

OutcomeTransforms expertise into repeatable, outcome-driven businesses.

View Case Study

Vertical SaaS

LiveTeam Pro

An all-in-one vertical SaaS operating system for livestream agencies, MCNs, and commerce teams to coordinate schedules, manage multi-brand workspaces, automate commissions, and monitor real-time performance analytics.

Stack:React 18FastAPIPostgreSQLRedisCeleryDockerMISA AMIS

OutcomeTransforms livestream agency operations into a scalable, transparent, and data-driven business system.

View Case Study

Affiliate Automation

Affiliate OS

An AI-native affiliate marketing automation ecosystem designed specifically for Vietnamese creators to track links, evaluate product deal scores, enforce regulatory compliance, generate localized social kits, and conduct automated video analytics.

Stack:Next.js 16Fastify 5TypeScriptDrizzle ORMPostgreSQLgrammy BotGemini 2.0 Flash

OutcomeTransforms affiliate operations for Vietnamese creators into a highly automated, fully compliant, and yield-optimized workflow.

View Case Study

Verification Intelligence

Paperwork AI

An AI-powered evidence intelligence and financial reconciliation system that processes spreadsheets, contracts, invoices, and payment receipts to audit discrepancies, link entity relationships, and locate compliance gaps.

Stack:PythonPydanticPandasOpenPyXLPDF Extraction PipelinesYAML Verification DSL

OutcomeTransforms manual document reconciliation into an auditable, explainable, and evidence-driven intelligence workflow.

View Case Study

Competitive Intelligence

Moat Coach

An evidence-based startup assessment and strategic coaching system that evaluates, structures, measures, and tracks competitive moats and defensibility models over time.

Stack:Next.jsPostgreSQLRBACRubric Scoring EngineExplainable Reasoning Model

OutcomeTransforms subjective startup defensibility assessments into structured, improvable strategic execution systems.

View Case Study

Workforce Intelligence

Sales Intelligence OS

An AI-powered revenue performance and workforce intelligence system that measures, forecasts, and optimizes sales effectiveness through role-based analytics, customer quality mapping, and predictive capacity models.

Stack:BigQueryPythonML Forecasting ModelsCRM API GatewayNPS Integrations

OutcomeTransforms sales management from historical backward-looking reporting into forward-looking predictive organizational intelligence.

View Case Study

Product Positioning

LandingPage AI

An AI-powered product positioning and conversion platform that transforms products, services, and courses into high-converting landing pages through strategic message mapping and visual visual styles.

Stack:Next.js 15ReactTailwind CSSOpenAIAnthropicGeminiDeepSeek

OutcomeTransforms simple product ideas into launch-ready, conversion-optimized landing pages within minutes.

View Case Study

Revenue Intelligence

AI Marketing Pipeline

Customer intelligence platform that captures behavioral signals, predicts intent, and orchestrates personalized marketing and sales actions.

Stack:Next.jsFastAPIPostgreSQLRedisLLMs

OutcomeTransforms customer interactions into intelligent growth decisions.

View Case Study

Agentic Systems

Multi-Agent Research Assistant

Autonomous multi-agent system that conducts comprehensive market research and outputs structured executive summaries.

Stack:OpenAILangGraphCrewAIPostgreSQL

OutcomeReduced market research cycle times by 85%.

View Case Study

AI Applications

AI Knowledge Assistant

Internal RAG platform for enterprise document retrieval, search verification, and decision support.

Stack:OpenAILlamaIndexQdrantNext.js

OutcomeReduced internal search time by 70%.

View Case Study

AI Applications

Automated Proposal Generator

Agentic workflow that transforms raw client discovery notes into comprehensive, tailored proposals.

Stack:Claude 3.5n8nNotionHubSpot

Outcome80% faster proposal generation.

View Case Study

AI Applications

Executive AI Dashboard

Real-time enterprise automation telemetry dashboard tracking agent performance, automation rates, and cost KPI monitoring.

Stack:Next.jsTailwindCSSTremorSupabase

Outcome100% visibility into automation ROI.

View Case Study

Automation

CRM Lead Automation Agent

Intelligent content operations agent that triages incoming leads and auto-generates personalized outreach campaigns.

Stack:OpenAILangGraphHubSpotResend

OutcomeIncreased lead-to-meeting conversion by 35%.

View Case Study

Education

Interactive AI Training Simulator

Interactive workshop lab simulation platform that trains engineering teams on debugging RAG pipelines and multi-agent loops.

Stack:Next.jsReactWebSocketsNode.js

OutcomeUpskilled 400+ developers in 6 months.

View Case Study

INSIGHTS

/Insights

Research • Frameworks • Field Notes on Agentic Systems

Featured FrameworkSignature Asset

The Operational AI Maturity Model

A structured roadmap for enterprises transitioning from simple ad-hoc chat interfaces to fully autonomous autopilot agent fleets. Measure your readiness.

Maturity Stepper Overview

AssistedAd-hoc ChatGPT / simple templates

GuidedRAG contexts and copilots

CollaborativeMulti-agent workflows

AutonomousDurable state autopilot

AI EngineeringARTICLE

From Prompts to Pipelines: Designing Verification Loops for Coding Agents

Hoang Dung AI•May 29, 2026

Unconstrained AI code generation introduces extreme technical debt. We analyze how to build automated verification environments that lint, typecheck, and test agent output before deployment.

AI StrategyARTICLE

Why Startup Building Needs an Operating System

Hoang Dung AI•May 25, 2026

Traditional startup advisory is fragmented and static. Discover how tech-tree inspired agentic systems help founders navigate validation, product specing, and architectural choices dynamically.

Operational AIARTICLE

Designing Human-in-the-Loop Automation for Financial Workflows

Hoang Dung AI•May 29, 2026

Fully autonomous systems are dangerous in high-stakes fields like finance. We explore how to build trustworthy spreadsheet and operational automation using intermediate validation recipes.

AI EngineeringFRAMEWORK

Designing Persistent Memory for AI-Native Organizations

Hoang Dung AI•May 18, 2026

Isolated prompts suffer from context drift. We share our architectural patterns for building a unified shared memory system that coordinates context across multiple specialized agents.

Agentic SystemsARTICLE

Why Most AI Agents Fail in Production

Hoang Dung AI•May 28, 2026

Reliability is not a model problem—it's an orchestration problem. Explore why multi-agent architectures struggle with memory, evaluation, and latency in real-world environments.

Operational AIFRAMEWORK

The Operational AI Maturity Model

Hoang Dung AI•May 20, 2026

A structured roadmap for enterprises transitioning from simple ad-hoc chat interfaces to fully autonomous autopilot agent fleets. Measure your readiness.

Operational AICASE STUDY

Automating Proposal Generation with Agentic Workflows

Hoang Dung AI•May 15, 2026

How we built and integrated a multi-agent n8n pipeline for Nexus Tech Consulting, cutting manual proposal drafting by 80% and increasing sales velocity.

Field NotesFIELD NOTE

What Broke During This Week's Deployment

Hoang Dung AI•May 10, 2026

An unfiltered look into our latest production agent rollout: handling unpredictable rate limits, tracking state synchronization, and implementing telemetry fixes.

Operational AIARTICLE

From Copilot to Autopilot: A Practical Adoption Framework

Hoang Dung AI•May 05, 2026

How organizations can move beyond AI experimentation. We outline the governance, safety guardrails, and telemetry structures required to shift from assistants to autopilot.

AI EngineeringARTICLE

What I Learned Building Multi-Agent Workflows

Hoang Dung AI•April 28, 2026

Five architecture mistakes that caused production failures. A deep dive into loop starvation, state bloat, agent role overlap, and the critical importance of deterministic routers.

AI StrategyARTICLE

The Hidden Cost of Poor AI Governance

Hoang Dung AI•April 19, 2026

Why adoption fails long before deployment. Without data lineage, cost throttling rules, and evaluation loops, enterprise agents become severe liabilities.

Education & TrainingWORKSHOP

Teaching AI to Non-Technical Teams

Hoang Dung AI•April 05, 2026

The non-technical framework I use to build organizational confidence. Learn how to explain LLM token dynamics, prompt scoping, and safety guardrails.

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Field Notes on Agentic AI

Practical insights, deployment breakdowns, governance structures, and custom frameworks for operational AI. Direct to your inbox every two weeks.

{ CONTACT}

Let's Design Reliable AI Systems

Whether you're exploring AI adoption, building agentic workflows, or training your team, let's discuss how AI can create measurable value and move your organization from AI experimentation to operational AI systems.

How I Can Help

AI Systems DevelopmentProduction-grade AI applications and autonomous workflows.

AI Transformation ConsultingStrategy, implementation, and organizational adoption.

Training & WorkshopsTechnical and executive AI education.

LOCATIONBased in Hanoi, Vietnam • Working globallyhoangdungai@hocai.co

LINKEDIN GITHUB NEWSLETTER

Book a Discovery Call

Prefer direct scheduling? Book a focused 30-minute consultation directly onto my calendar.

Best Fit

I typically drive the highest strategic impact and partner with:

•Startups building AI-powered products

•Organizations exploring AI transformation

•Teams seeking practical AI training

•Leaders evaluating agentic workflows

{ HOW I CREATE VALUE}

From Idea to Operational AI

My work sits at the intersection of software engineering, AI transformation, and technical education. I help organizations design, build, and adopt AI systems that create measurable business value.

Build

Production-grade AI systems, multi-agent orchestrations, automation platforms, and robust enterprise applications.

Advise

AI strategy, organizational readiness assessments, workflow transformation, safety boundaries, and governance design.

Teach

Interactive workshops, upskilling modules, executive AI literacy enablement, and practical hands-on engineering tutorials.

Scale

Helping organizations operationalize AI platforms responsibly, manage token cost efficiency, and track execution telemetry.

Hoang Dung AI

I build AI systems that do, not just suggest.

Core Capabilities

Build

Advise

Teach

ABOUT THE PRACTICE

I build AI systems that do, not just suggest.

BUILD

ADVISE

TEACH

SCALE

Mission Control

ALE

DeepCode

Cofounder OS

Excel Automation Platform

Knowledge Graph

Mentimeter Open

Alpha School

Intelligent Web Scraper

Agentic Systems Architecture Map

From AI Experiments to Operational Systems

Agentic Workflow Design

AI Systems Development

AI Transformation Consulting

Training & Team Enablement

SYSTEMS

Mission Control

ALE

DeepCode

Cofounder OS

Excel Automation Platform

Knowledge Graph

Mentimeter Open

Alpha School

Intelligent Web Scraper

Lumina SLR

VideoCutter AI

Viral Video Maker AI

Ad Generator AI

VietFinance

AEO Grader

OutcomeOps

LiveTeam Pro

Affiliate OS

Paperwork AI

Moat Coach

Sales Intelligence OS

LandingPage AI

AI Marketing Pipeline

Multi-Agent Research Assistant

AI Knowledge Assistant

Automated Proposal Generator

Executive AI Dashboard

CRM Lead Automation Agent

Interactive AI Training Simulator

INSIGHTS

The Operational AI Maturity Model

From Prompts to Pipelines: Designing Verification Loops for Coding Agents

Why Startup Building Needs an Operating System

Designing Human-in-the-Loop Automation for Financial Workflows

Designing Persistent Memory for AI-Native Organizations

Why Most AI Agents Fail in Production

The Operational AI Maturity Model

Automating Proposal Generation with Agentic Workflows

What Broke During This Week's Deployment

From Copilot to Autopilot: A Practical Adoption Framework

What I Learned Building Multi-Agent Workflows

The Hidden Cost of Poor AI Governance

Teaching AI to Non-Technical Teams

Search

By Topic

By Format

Popular Reads

Field Notes on Agentic AI

Let's Design Reliable AI Systems

How I Can Help

Book a Discovery Call

Best Fit