Systems architects · Established 2026

We find what's leaking, what's underperforming, and what your firm hasn't built yet.

A systems-architect practice for founder-led firms between $500K and $10M in revenue. We quantify where revenue is leaking and where it’s waiting — then design and install the custom systems that recover, compound, and create it.

Diagnostic
1 week
Install & handoff
2–6 weeks
Ongoing
Monthly cadence, rolling
What we build

Custom systems, designed around your operation.

Position
Most consultants describe the problem.
We quantify it — then we build the solution.
Operating principle · Ryklin Group
The compounding effect

Every system you connect makes every other system smarter.

System map · method
SYS / NETWORK MAP STAGE 01 / 04
NODES 06 PATHS 04 INTERCONNECTIONS 12

Six points light up. Calls, leads, bookings, ops, billing, retention — each one runs in isolation. Every handoff is a person, a spreadsheet, or a missed signal.

12
Revenue-leak categories measured in every engagement, from missed-call loss to intake SLA drag.
Method scope
$340K
Median annual revenue recovered by representative engagements within the first two quarters post-install.
Recovered, median
1 wk
Diagnostic window from kickoff to dollarized constraint findings, before engagement scope is set.
Diagnostic
What we build

We build the custom architecture your dashboard isn’t measuring yet.

Practice 01

New architecture for problems not yet named.

Some constraints are not visible in the dashboard because the architecture to measure them does not exist. We design and install the operating systems that surface the next bottleneck before it costs the firm a quarter — workflow design, decision rights, measurement infrastructure, and the operator interface to read it.

Typical engagement — 8 to 16 weeks · one system at a time
Practice 02

Rebuilds for systems already in place.

Most of what we touch already exists. The intake works, the billing runs, the staffing model is in place — and the constraint is hiding inside one of them. We re-cut the system end-to-end, change the parts that produce the leak, and hand the rebuild back to the team that has to run it.

Typical engagement — 4 to 12 weeks · one system at a time
Three phases · one operator

How a Ryklin engagement actually moves.

01 · Diagnose

Quantify the leaks.

One week. We instrument the twelve points where revenue most commonly leaves your firm and price each loss against your own books. You receive a dollarized leak map and the install plan that closes it.

  • D-01 12-point intake instrumented
  • D-02 Per-leak dollar value priced
  • D-03 Ranked leak map delivered
  • D-04 Recoverable-revenue threshold met
02 · Install

Fit the fix, not the framework.

We sit inside your operation as a temporary partner, not a deck-writer. We change the system that produced the leak. Install ends with a working system, a documented runbook, and a measurable baseline.

  • I-01 System redesign · 1 area
  • I-02 Operator training in-line
  • I-03 Weekly variance review
  • I-04 Success criteria, written
03 · Operate

We stay in the loop.

Once the system is installed, we don’t disappear. The same operator who designed the install runs a monthly cadence with your team — KPI review, rolling improvements, the next constraint when it surfaces. Most engagements transition into a rolling retainer; some don’t. Either way the choice is yours, and the system is yours.

  • O-01 Operator handover
  • O-02 Documented runbook
  • O-03 Monthly cadence review
  • O-04 Rolling system care
Selected work · names withheld

The dollar, found and recovered.

Open the case files
Case 01Immigration law
$340K
Annualized revenue recovered, measured over Q3–Q4

Intake SLA redesign + missed-call recovery.

Forty-one percent of inbound calls during business hours were going to voicemail. Of those, fewer than one in four received a same-day callback. The firm was generating demand and then hiding from it. Installed centralized intake with a 7-minute response SLA; consult-to-retain rose from 18% to 34% in six weeks.

Profile22 attorneys
RegionSoutheast US
Case 02Medical aesthetics
$182K
Additional treatment revenue, first full quarter

Consult-to-booking funnel rebuild.

Full calendar on paper, soft week in practice. Web leads entered a marketing platform; bookings lived in the EHR. Thirty-six percent of qualified consults never became scheduled appointments. Installed unified lead-to-appointment handoff and a scripted 24-hour follow-up. Conversion moved from 41% to 58%.

Profile4 providers
RegionMetro market
Case 03Real estate team
$410K
Incremental GCI attributed to recovered leads

Lead response time and nurture hygiene.

Speed to lead averaged four hours and twelve minutes — eight times the threshold at which buyer inquiries convert. Buyers were being dropped from the pipeline by week three. Cut median response to under 8 minutes; extended disciplined nurture to 90 days. Reactivated buyers in 90 days went from 11 to 34.

Profile9 agents
RegionCoastal metro
Where we operate

We work with founder- and partner-led firms. Not PE platforms, not Series-anything. The diagnostic only resolves cleanly when the operator is in the room.

  1. 01 / 09Fleet & TransportCollections cycles, dispatch efficiency, utilization, driver retention.
  2. 02 / 09Professional ServicesUtilization, realization, pricing, billing friction.
  3. 03 / 09Multi-location ServicesNo-shows, provider utilization, retention, pricing gaps.
  4. 04 / 09Healthcare & Medical PracticesPatient throughput, billing cycle, prior-auth friction, no-show recovery.
  5. 05 / 09Construction & TradesJob profitability, change-order leakage, scheduling, AR aging.
  6. 06 / 09Hospitality & Food ServiceLabor scheduling, food cost variance, table turn, platform margin.
  7. 07 / 09Manufacturing & DistributionThroughput constraints, inventory turns, quality cost, fulfillment SLAs.
  8. 08 / 09Real Estate ServicesLead-to-close cycle, agent productivity, transaction friction, retention.
  9. 09 / 09Field & Home ServicesFirst-call resolution, route density, technician utilization, recurring revenue.
The next step

See what your firm could be earning.

A Ryklin diagnostic takes one week. The first conversation takes twenty minutes.

Request a Diagnostic