How engagements work

A clear path from first conversation to working system

I personally lead every engagement — no account managers or handoffs. Each one is scoped around a defined business problem with clear deliverables, a realistic timeline, and a fixed-fee proposal before any paid work begins.

  1. 1

    Bring one workflow or business problem

    The free discovery call focuses on a real process, its owner, the tools involved, the data available, and the cost of the current approach. It is not a sales pitch — it is a qualification conversation.

  2. 2

    Define a paid first engagement

    Most projects begin with a workflow audit, a role-specific enablement program, or a tightly scoped implementation pilot. You receive a written proposal with scope, deliverables, timeline, and fee before any paid work begins.

  3. 3

    Deliver a concrete artifact or working system

    The engagement ends with a roadmap, playbook, implementation, test plan, documentation, or trained team — not an open-ended strategy deck.

  4. 4

    Expand only after value is demonstrated

    Additional workflows, systems, or advisory support are proposed after the first engagement has a clear owner, success measure, and demonstrated value. Follow-on work is optional.

Before work begins: you will know the scope, deliverables, timeline, and fee. Engagements are fixed-fee and scoped to a defined problem — not open-ended hourly consulting.

Ariel Salem

Ariel Salem — Founder & AI Engineer

You work directly with me through every stage — intake, scoping, delivery, and handoff. I have 10+ years building production AI systems across legal, operations, and analytics software. Recommendations come from shipping real automations, not slide decks.

Deliverables

What you leave with

Depending on the engagement, you receive concrete artifacts your team can use, share, and build on — not slides about what AI might do someday.

Workflow and tool inventory
Prioritized use-case opportunity map
Data-source and integration map
Feasibility and risk scoring matrix
Build-vs-buy decision brief
Recommended first pilot and success criteria
30/60/90-day implementation roadmap
Safe-use and escalation guide
Pilot or production-ready AI workflow
Documentation and ownership handoff

Ready to talk through your workflow?

Book a discovery call with me directly. Bring one process that is slow, repetitive, or difficult to measure — I will tell you whether a governance assessment, workflow audit, implementation pilot, or no project at all is the right first step.