Est. 2026 — Chicago

Vol. 01 / Issue 01

Technical Debt

Clearing Practice

Technical Debt Clearing Practice

Does your team
need an AI win?
We deliver one.
Without the reshuffle.

Leadership is asking about AI. Your team is already committed to the roadmap. The AI initiatives keep slipping — not because they're hard, but because nobody has the headroom.

We deliver a scoped AI project end-to-end on a separate track. Production handoff. Working code, not a slide deck. Your team doesn't rotate off current work.

3–6 wk
Typical delivery
0
Team rotations
1
Win on the board
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§ 02 — Also

When the backlog's been stuck for years, we clear that too.

AI wins are the lead. Legacy and technical debt work is the deeper engagement. Same operators, same AI tooling — which of these items has been stuck at your company for more than a year?

01

Legacy Integration Cleanup

The EDI feeds. The SSIS packages. The file drops running on a server nobody wants to touch.

02

.NET Framework Migration

Still on Framework 4.x. Security vulnerabilities piling up. Can't containerize. Vendor quoted 6 months — 18 months ago.

03

API Modernization

SOAP services from 2012. REST APIs returning 47 fields when you need 3. Everyone agrees it needs to happen.

04

Database Performance

Reports take 40 minutes. Pages timeout. Someone said 'archive old data' two years ago.

05

Monolith Decomposition

Every deploy is a risk. Every change touches everything. The 18-month rewrite proposal is gathering dust.

06

Automated Testing

500 tests. Half broken. Nobody trusts the results. Regressions still hit production.

Your team knows these are problems. Your vendors know these are problems. So why hasn't it moved?

§ 03 — The Math

Traditional teams coordinate.
This executes.

Traditional team
→ This
Daily standups
No standups. Just progress.
3-hour timezone overlap
Your timezone. No games.
Waiting for handoffs
No handoffs. Senior operators, full context.
2-week sprints
Weekly delivery. Demo every Friday.
Coordination overhead
Zero. We execute while they schedule meetings.
8-hour workday
AI-assisted execution runs when needed.

The math

One week here = two weeks anywhere else.

That's not a rounding error. It's the difference between a project that ships in April and one that ships in August.

Traditional

8wks

This

4wks

§ 04 — Book a Call

Thirty minutes. No pitch deck.

A conversation about what's stuck and whether we can move it. If we're a fit, we move to Sprint 0. If not — you leave with a clearer picture of what's in your way.

Live Calendar · Central Time

Booking Q2

Not seeing a time that works?

Send a note instead →
Intro pricing · New clients

$2,000 to find out
if it can move.

Sprint 0: one week of discovery. No commitment beyond that.

You keep the assessment even if you don't continue.