Engagements
Technical precision

Choose the engagement that matches your urgency.

Our services are structured to move quickly without sacrificing rigor. Every engagement transfers real capability to your team — not slide decks, not dependency, not a vendor you can't leave.

Clarity Define the right problem to solve.
Delivery Production paths, not pilots.
Control Governance from day one.
Enablement Long-term ownership.
How we work

Engagement options

Start with a focused sprint or build a long-term capability partnership. We will help you select the right path during a discovery call.

Executive AI Briefing

Fixed-fee engagement

Strategic session for leadership alignment.

  • AI landscape and opportunity assessment
  • Governance and risk framework
  • Prioritized initiative roadmap
  • Executive-ready deliverables
Best for: leadership alignment and roadmap definition

VisionSprint

Fixed-fee sprint

Rapid prototype for fast decisions.

  • Problem scoping and validation
  • Working prototype in days
  • Stakeholder-ready demo
  • Clear feasibility assessment
Best for: decisions that require clarity fast

Build Sprint

Fixed-fee sprint

Production-ready delivery in 4-6 weeks.

  • Solution design and architecture
  • Production AI workflow build
  • Integration and deployment
  • Documentation and handoff
Best for: a focused, high-impact initiative
Process

A simple, accountable delivery model.

01

Discovery and diagnostic

We review objectives, constraints, and data readiness to define a clear scope.

02

Solution design

We map workflows, model strategy, and governance requirements into a concrete plan.

03

Build and ship

We deliver a working system with measurable outcomes and production readiness.

04

Enablement and transfer

We train your team and document everything for long-term ownership.

Proof point

AI-native operations

We operate our own business with autonomous agents, orchestration, and continuous learning loops. That is the operating model we bring into client engagements.

Example

Argus360

Argus360 is the most visible product example of our AI-native system. It shows how we combine messy operational data, agent workflows, and executive-ready insights.

When we are a fit

You need to move from pilots to production and want your team to own the system.

You are ready to invest in clarity, governance, and adoption.

When to wait

You want a vendor to build in a black box, need advisory decks without execution, or aren't ready to align on a core problem worth solving.

Who we work with

Teams building AI capability now.

We work across industries and stages, with a focus on operationally intensive businesses ready to invest in AI capability.

SMB Operators
Growth-Stage Startups
PE Portfolio Companies
Professional Services
Financial Services
Common questions

Frequently asked questions

Sprints are fixed-fee, scoped to clear deliverables. Enablement Partnerships are structured as monthly retainers. Executive Briefings are one-time engagements. We propose the right model during a discovery call based on your goals and constraints.
We don't hand you a deck and walk away. We co-build alongside your team and transfer ownership of the system, the decision logic, and the roadmap. Our own business runs on the same AI-native architecture we deploy for clients.
It means your team owns the system when we leave. We document everything, train your people, and structure governance so you can operate and evolve the AI workflows independently. You keep the capability, not the dependency.
A VisionSprint delivers a working prototype in days. A Build Sprint runs 4-6 weeks to production. Enablement Partnerships are ongoing. We will help you select the right pace during a discovery call.
We work best with SMB operators, PE portfolio companies, and growth-stage teams who have domain expertise but need a partner to accelerate AI adoption. We work across financial services, professional services, and operational businesses.
That is common. Most AI pilots fail because they skip governance, adoption design, and team enablement. We address all three from day one so the system actually gets used and delivers sustained value.
Yes. We design solutions around your constraints and data, not around a specific vendor or platform. We are tool-agnostic and integrate with what you already have.
Next step

Let us scope the right engagement.

We will propose a path that matches your urgency, risk tolerance, and internal capacity.