Delivery modules.
Repeatable where it helps.
Twelve proven starting points—from the Business Systems Diagnostic to enterprise platform transformation. They accelerate delivery without narrowing what the firm can take on.
Every engagement begins with a plan.
The paid discovery that scopes the work, maps the architecture, and tells you honestly whether we're the right team — before either of us commits six figures.
The software that runs the business.
Custom AI systems, autonomous agents, conversational platforms, workflow automation, and revenue engines — built to spec, shipped to production, tuned post-launch.
Custom AI Systems & Applications
Bespoke AI software, platforms, and applications built to your exact specification. The flagship — this absorbs marketing sites, internal tools, customer-facing apps, and everything in between.
Agentic Workforce Deployment
Autonomous AI agents that replace or augment functional roles—sales, support, operations, dispatch, and research. Model-routed, tool-equipped, memory-aware, and escalation-ready.
AI Front Desk & Intake Systems
A production intake layer that answers, qualifies, schedules, updates the CRM, and escalates intelligently across voice and digital handoffs.
Operations Automation & API Layer
A connected operating layer spanning workflows, APIs, integrations, data, internal tools, and human controls—built around one expensive business constraint.
Revenue Engine
AI-powered outbound, content, and pipeline systems — priced on outcomes. We build it, we operate it, we split the upside. Real skin in the game.
When the system becomes the moat.
Vertical platforms, data infrastructure, and compliance-grade AI for regulated industries. Licensable. Recurring. Enterprise-grade.
Data & RAG Infrastructure
The foundation layer. Vector databases, knowledge pipelines, hybrid retrieval, private LLM deployment, and the context infrastructure that determines whether your AI works at scale.
Industry OS
Vertical platform plays. We build a complete operating system for one industry at a time — sellable, licensable, and positioned to compound into a recurring-revenue product. Bluecrest-style.
Compliance-Grade AI Infrastructure
AI engineered for regulated environments. We map architecture, access, evidence, retention, and human oversight to the obligations your legal and security teams define.
Coverage, strategy, and enablement.
Recurring operations, fractional AI leadership, and executive training for teams that need AI to keep working after the initial build ships.
Managed AI Operations
Monthly retainer attached to every build. Monitoring, tuning, cost control, uptime, model updates, security posture, and new-capability rollouts — so the system keeps working and keeps compounding.
Fractional Chief AI Officer
Executive-level AI strategy for mid-market companies without a CAIO. Board-facing, vendor-neutral, operator-grade — the seat at the table that turns AI spend into compounding strategy.
AI Training & Enablement
Executive bootcamps, team workshops, custom playbooks, and certification programs. The capability layer — so the organization can use what we build without becoming dependent on us.
Need a custom build?
These modules are patterns, not the edge of our capability. We can compose a marketplace, platform, operating system, API layer, search program, or transformation around the mandate.
12 modules · Five practices · Michai Media