Karlis Baisden · Demo suite
One pattern, several industries.
I build the parts of a business platform that the vendor doesn't ship: the screens people open every day, reporting leadership can trust, history that survives a system migration, automations that fail loudly, and the safety rails that keep all of it working through vendor releases. On these monitors you can click through recreations of that work, staged at a law firm, a nonprofit, an equipment dealer and a food plant.
- deliverables in production
- 300+deliverables in productionself-catalogued and independently AI-reviewed
- named solutions
- ~150named solutionsacross about 13 business areas
- of about 2,700 code changes co-written with an AI coding agent
- ~80%of about 2,700 code changes co-written with an AI coding agenteach asked for and approved by a person
- legacy service records unified with current work
- ~1Mlegacy service records unified with current workon one sub-second screen
From about nine months as the first dedicated developer at a multi-branch equipment dealer.
What I deliver, in six points
Each point links to the same pattern in at least two industries.
- 01
Work where the platform is thin
Most user-facing work exists because the product lacked a capability or had a defect.
L6Matter HistoryD4Unit Service History
- 02
Proof, not assertion
Parity tests, tie-outs, and independent second implementations.
- 03
Speed for the people using it
Search and boards that answer while you type.
- 04
- 05
Access that fails closed
Personas, walls, server-enforced rules.
L7Ethical WallsX2Plugin Pipeline ExplorerX3Persona Access and Provisioning
- 06
AI as the way one person delivers this, with guardrails
Agents do the typing; a person sets direction and approves.
X4AI-Assisted Delivery
Law firm
Penhallow Treese LLP
Business law. Six offices. About 210 lawyers.
6 more in the next waves.
- L1Live demo
Conflicts Check
Every prior relationship with any party, including aliases and corporate family, as you type.
In 20 seconds. Paste 40 adverse party names and get Clear, Possible or Hit for each, searched across 400,000 synthetic records in the browser.
E1E10
- L2Live demo
Matter Intake
One queue for every inquiry, owned by a team until claimed, on a business-hours clock.
In 20 seconds. Fast-forward the morning: inquiries arrive from four channels, a duplicate merges itself, and an unclaimed one turns amber then red.
E3E1E10
- L3Live demo
Practice Financials
Fees worked, billed and collected for any period, compared like for like, with a bridge that ties to the cent.
In 20 seconds. Choose last quarter vs the same quarter last year: rates rose, realization slipped, and the bars add up to the cent.
E4E10
Equipment dealer
Ferrovane Equipment Co.
Compact equipment sales, rental and service. 14 branches in Oregon and Washington.
8 more in the next waves.
- D1Live demo
Service Floor
Which technicians are on a job right now, which are free, and who has not arrived.
In 20 seconds. Elapsed times tick and a technician flips to Working a job on the minute; the raw-feed lens shows the phantom rows the board refuses.
E2E10
- D2Live demo
Unit Finder
Any unit at any branch, in stock or ever, as you type or from a pasted list.
In 20 seconds. Type a model and year and 2,400 in-stock units narrow as you type; switch to All units and 60,000 more load behind the page.
E1E10
- D7Live demo
Leadership Margin View
Units, sales, margin and trade-ins for any period across every branch, compared like for like, with alerts that act.
In 20 seconds. Toggle naive per-unit margin and watch the month inflate, then switch back to the deal-level figure that ties out to the cent.
E4E10
- D8Live demo
Dashboard Launcher
One place inside the CRM where a rep or manager finds every role-based dashboard, grouped by job.
In 20 seconds. Switch persona and the launcher reshapes itself around that job; arrow keys walk the cards and Enter opens one in place.
E10
- D9Live demo
Lead Routing Flow
The automation that hands each new lead to its branch team, starts the response clock and reports its own failures.
In 20 seconds. Press play and watch a run light up step by step on the demo clock; open the failed run and the Catch scope explains itself.
E3
Nonprofit
Mosswell Community Alliance
Multi-service community nonprofit. Five centers and a mobile team.
3 more in the next waves.
- N1Being built
Effort Ledger
Effort per award against budget, with locked months that reproduce exactly.
In 20 seconds. Lock February, enter a late correction, and the drift view shows exactly whose effort changed after the lock.
E6
- N2Being built
Referral Desk
Every referral reaches the right center's intake team within about a minute, with a backstop.
In 20 seconds. Block the web form's capture, submit, fast-forward 15 minutes; the backstop creates it once and routes it.
E3E10
Food processing
Cobbleford Foods
Single-site poultry and prepared-foods plant. About 1,150 team members.
4 more in the next waves.
- P1Being built
Incident Report
File an incident on the floor; investigation, signatures and an approval chain that depends on recordability.
In 20 seconds. File a report on the phone in under a minute, then watch a recordable incident pick up the extra approval step on its own.
E8E10
- P2Being built
Plant Walk
Capture findings on a phone; the meeting deck and work orders come out automatically.
In 20 seconds. Add three findings with photos, press Generate deck, and a real PowerPoint downloads with one slide per finding.
How I run a platform
Demo tenant
Sandbox, Test and Production. How I run a platform.
3 more in the next waves.
- X1Being built
Release Governance
Sandbox, Test and Production kept provably aligned through vendor releases.
In 20 seconds. Run the sweep and 120 checks go green; patch production directly and the scope gate flips to Blocked, naming the item.
E7
- X2Being built
Plugin Pipeline Explorer
How a server-side rule set enforces business rules inside the save pipeline, stage by stage.
In 20 seconds. Send the same write-off as an associate and as a practice leader; race two approvers and exactly one wins.
E7