Increase capacity, reduce risk, and improve service—without adding headcount.
AI-enabled Capacity Engineering for banks and credit unions.
What we believe in
In banking, the best systems are measurable, controlled, and adopted—AI included.
What we are best at

Quick Outcomes

Lower risk faster
Improve detection and decisioning with better data + models.
Faster service
Give frontline staff instant, policy-aligned answers.
More throughput
Automate back-office work and reduce handoffs.
Better planning
Improve forecasting with cleaner inputs and smarter models.

Who We Help

Community banks, credit unions, and smaller regional institutions that want:
  • more operational capacity without hiring
  • stronger controls and fewer errors
  • faster, more consistent customer service
  • practical AI that aligns with compliance and risk expectations
You don’t need more tools.
You need a system that makes your tools work.

What We Build

Your Bank Operating System (with AI where it counts)

A practical operating system that increases throughput and consistency from Intake → Settlement.

Business Foundation
  • Strategy
  • Priorities
  • Financial Model
  • Operating Scorecard
Workflow System
  • Standard Work
  • Handoffs
  • Exception Paths
  • Ownership Rules
Tooling Deployment
  • Intake → Sign
  • Case Progression
  • Demand / Settlement Pipeline
  • Visibility + Accountability

What Gets Delivered

Business foundation
  • Strategy, priorities, and operating scorecard
  • Capacity plan (who does what at what volume)
  • Financial model (cost per signed case, staffing leverage, profit drivers, cashflow timing)
Workflow design
  • Maps, handoffs, “next action” rules, standards
Role clarity + training
  • SOPs, playbooks, onboarding, coaching so execution sticks
Tooling selection + deployment
  • We help choose, configure, and roll out the right stack (or optimize what you already have)
Automation + AI assist
  • Reduce busywork, improve consistency, and cut cycle time
Dashboards + cadence
  • Weekly KPIs, pipeline visibility, accountability that lasts
Tools don’t fix chaos—workflow + adoption do.
We do both.

How We Work

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Assessment → Phased Implementation Plan

We assess what’s slowing signing and settlement—and produce a staged plan built around measurable outcomes.

What We Assess
  • Workflow reality (intake → progression → demand/settlement)
  • Roles, handoffs, and “where work gets stuck”
  • Tools and adoption (what’s working, what isn’t)
  • Metrics + financial model (capacity, unit economics, profit drivers)
What You Get
  • A prioritized phased roadmap (Phase 1, 2, 3…)
  • Clear outcomes + KPIs for each phase
  • Tooling recommendations (keep / improve / replace)
  • Effort, sequencing, and change plan
Implement Each Phase

We execute the roadmap one phase at a time—so you get results quickly without overwhelming the team.

Each phase typically includes
  • Workflow design + standards (SOPs, templates, checklists)
  • Tooling selection / configuration / deployment (as needed)
  • Automation + AI assist (where safe and useful)
  • Training + coaching for adoption
  • Dashboards + weekly operating cadence
Start with the constraint,
prove value,
then scale.
DESCRIPTION
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast.
When
January 2017
Who
Jason Davis, John Anderson, Mirco Cattabriga, Aaron Jones, Amanda Johnson, Steve McQueen
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean. A small river named Duden flows by their place and supplies it with the necessary regelialia. It is a paradisematic country, in which roasted parts of sentences fly into your mouth.

Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean. Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean. A small river named Duden flows by their place and supplies it with the necessary regelialia. It is a paradisematic country, in which roasted parts of sentences fly into your mouth.

Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.
Ready to get capacity back—and make growth profitable?
We’ll identify the constraint, map the workflow, and build the operating system to scale.
Start Now