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Transformation

The situation we're built for

You know you need AI. But you are not sure where to start.

The leadership team is aligned that something needs to happen. But the conversations you've had with vendors and consultancies have all started with the same question: what use case do you want to build? You can't answer that until you've done the work of understanding what's actually worth doing first, and no one is helping you do that work credibly.

What we deliver, the MISA Framework.

A four-session structured engagement, fully complimentary, that takes your organization from "we should do something with AI" to a ranked, actionable roadmap of your highest-value use cases.

Phase 01

Map

Align every stakeholder on objectives before evaluating a single use case.

Phase 02

Inventory

Surface the workflows that are repetitive, costly, or delayed across your business.

Phase 03

Score

Evaluate each opportunity across business value, feasibility, and production reality.

Phase 04

Activate

Deliver a prioritized roadmap with your top two or three use cases and a pilot blueprint.

A written, ranked roadmap

A prioritized list of your highest-value AI use cases, scored and explained.

Business value scoring

Estimated impact and implementation complexity for each opportunity surfaced.

A clear starting point

A specific recommendation for which use case to pilot first, and why.

Complete portability

The roadmap is yours. Build it with us, your team, or any other partner.

It's free

The value to us is in the conversation, not the fee.

It's bounded

Four sessions, then a deliverable. No open-ended engagement.

It's portable

The roadmap is yours to use however you want, with us or without.

We tell you the truth

If MisaLabs isn't the right partner for what's on the roadmap, we'll say so.

Case Study Finance

Turning AI conviction into a phased, prioritized roadmap
for a fast-growing fintech.

A fintech company recognized AI was becoming essential but lacked a clear starting point. Three structured leadership sessions resulted in a phased plan they could begin executing immediately.

The situation

  • A fast-growing fintech lender had board-level conviction that AI mattered but no credible roadmap, vendor conversations had started and stalled, and no structured evaluation of what was actually worth building had ever been completed.
  • In session one, MisaLabs aligned the leadership team on objectives and constraints, surfacing where assumptions across the team diverged for the first time.
  • In session two, operational leaders across business units inventoried every workflow that was repetitive, costly, or dependent on judgment that AI could augment.
  • In session three, each candidate use case was scored across business value, implementation feasibility, and production reality, producing a phased plan with a pilot blueprint for the first priority and a rationale behind every decision.

The impact

  • Strategic clarity replaced indecision. The team left with a prioritized plan and a start date.
  • The company chose to begin the first phase with MisaLabs and is now in active implementation, with the same team that ran the discovery delivering the build so no momentum was lost in transition.

Frequently asked questions

The value for us is in the conversation, not a discovery fee. Most companies exploring AI have plenty of ideas but limited clarity on where to focus first. These sessions help create that clarity while also giving us insight into the operational challenges and opportunities shaping the industry. If there's a strong fit to continue working together, we can discuss scope and next steps at the end of the process.
You still leave with the roadmap. The output is fully documented and belongs to your team, giving you a clear and actionable foundation for next steps. While we'd welcome the opportunity to continue the partnership, we understand that every organization has its own priorities, timelines, and internal considerations.
The process works best when both leadership and operational stakeholders are involved. Bringing decision-makers together with the teams closest to day-to-day workflows leads to more practical priorities and faster alignment. Most engagements include four sessions of approximately 90 minutes each, scheduled over three to four weeks.

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