AI Operations for $2M–$50M companies

Find the highest-leverage automationin your businessin two weeks.

We audit your operation, rank every automation by hours saved and build cost, and hand you a phased plan you can act on — with us, or without us.

2 wksBlueprint turnaround
$2M–$50MRevenue band we serve
40+Operators blueprinted
LIVE PROCESS MAP / SAMPLE
FIG. 01 — ONE BOTTLENECK, THREE HOURS WASTED DAILY
01 / PROBLEM

The problem isn't that you can't build it.

It's that nobody in the building can tell you what to build first. Every SaaS vendor, consultant, and internal stakeholder has an opinion. None of them have seen your whole operation end-to-end.

You have forty employees, twenty tools, fifteen broken handoffs — and zero clarity on which one is bleeding you the most.

Most operators we meet have already tried the obvious thing: buy another tool. Hire another ops person. Run another offsite. Hope the problem surfaces.

None of that works, because the problem isn't execution. The problem is that your highest-leverage automation is invisible from the inside.

73%
of SMB automation projects stall or fail. Wrong target, every time.
$180k
Median annual cost of manual handoffs in a 40-person ops team.
11
Average number of SaaS tools duplicating workflows in companies we audit.
6 wks
Time a typical build wastes before scope gets redrawn from reality.
02 / HOW IT WORKS

Three phases. One sequence. No guesswork.

Most agencies start with a build. We start with a map. That single inversion is why our clients' first build ships the highest-ROI automation in the operation — not whatever was easiest to scope.

01PHASE
2 WEEKS / FIXED FEE

The Precision AI Blueprint

→ Entry point

The map before the build. A complete, opinionated audit of your operation — where time, money, and attention are actually leaking — and a ranked plan for what to fix first.

  • Two-week sprint. Fixed scope, fixed fee.
  • No build work starts until you approve the plan.
  • If you walk away after delivery, you keep everything.
02PHASE
6–12 WEEKS / MILESTONE-BASED

The Build

→ Execution

We build what came out of Phase 1, in the order Phase 1 prioritized. No scope debates, no mid-project direction changes. The Blueprint is the scope.

  • Delivered in ranked order — highest-ROI work first.
  • Milestone-based invoicing tied to deployed systems.
  • Daily updates during builds, so your team always knows what shipped and what’s next.
03PHASE
ONGOING / RETAINER

Operate & Expand

→ Compounding

Automations decay. Tools change. Teams evolve. The retainer is how the systems keep compounding instead of quietly rotting for six months before someone notices.

  • Monitoring, iteration, and expansion on systems we built.
  • Quarterly re-blueprinting as your ops mature.
  • First access when new capabilities become worth building.
03 / WHAT YOU GET

The Blueprint is a 40-page document that replaces six months of internal debate.

By the end of week two, you have a single artifact everyone from the CEO to the VP of Ops references in the same meeting. Six things you walk away with — whether you hire us to build any of it or not.

DELIVERABLE / 01

Every process, every department, on one page.

We map every recurring process across sales, ops, finance, marketing, and customer success. Not the processes your org chart says exist — the ones actually running. Most clients learn something uncomfortable on page one.

DEPTPROCESSHRSAUTO?
SalesLead intake → qualify → route14/wk
SalesQuote generation & approval9/wk
OpsJob scheduling & dispatch22/wk
OpsVendor onboarding packet6/wk
FinanceAR follow-up sequence11/wk
CSRenewal risk flagging5/wk
04 / SAMPLE AUDIT

This is what a Blueprint actually looks like.

Redacted excerpt from a recent engagement (logistics SMB, $14M revenue, 48 FTE). Click a department to see what the Blueprint found. Every finding ties to an hour count, a dollar figure, or a risk band.

BLUEPRINT v2.14 — CLIENT: [REDACTED] — GENERATED 2026-02-1433 FINDINGS

Dispatch & scheduling is the highest-ROI target in the business.

94LEVERAGE SCORE
01
Daily dispatch built by hand every morning
Ops manager spends 90 min/day assembling a route in a spreadsheet. No optimization layer.
7.5 hrs/wkDROP
02
Vendor onboarding packet is a PDF ritual
Packet assembly, signature chase, and system provisioning are 14 separate steps across 4 tools.
6 hrs/wkDRAG
03
No SLA visibility on in-progress jobs
Jobs nearing SLA breach surface in a weekly review, not in real time. 18% breach unnoticed.
18%RISK
04
Inventory reconciles weekly, not daily
Counts drift 4–7% between reconciliations. Ops pads orders defensively.
4–7%DRIFT

Real Blueprints run ~40 pages. This is roughly 4% of a deliverable.

05 / OUTCOMES

Six things stop happening after the build.

Outcomes we design for on every engagement. Not features — outcomes you can put in front of a CFO.

OUTCOME / 01

Manual work that shouldn’t be manual

Reports, re-keying, copy-paste between tools. The stuff that fills half your team’s day without moving the business.

OUTCOME / 02

Hours bleeding out of every team, every week

Quantified per-role, per-process. You’ll see the exact line items that are eating the most time.

OUTCOME / 03

Hiring to cover work automation should handle

Most clients unlock 1.5–3 FTE of capacity before their next ops hire — because the automation handles what the headcount would have.

OUTCOME / 04

Work stalling at every team handoff

Sales-to-ops, ops-to-finance, finance-to-leadership. Every seam is a place work drops. We make the handoffs automatic.

OUTCOME / 05

Process bloat from years of Band-Aids

That 14-step workflow exists because someone left in 2022. We cut steps, we don’t codify them.

OUTCOME / 06

Leadership flying blind on where time goes

Finally knowing where hours and money actually leak — by team, by process, by dollar — changes every conversation in the room.

06 / WHY SMB OPS

Clarity first. Then a build that ships the right work.

Most automation agencies skip the hard question — what should we actually build? and go straight to the build. We answer that question first, then bring decades of implementation experience to the work itself.

The map comes first. The build comes second.

Phase 1 delivers a complete picture of your operation in two weeks, fixed fee. Phase 2 turns that plan into working systems — built by the same team that wrote the plan.

No discovery theater. No scope creep. One artifact, one team, one accountable outcome from audit through deployment.

01
We share candid assessments. If a tool in your stack is the bottleneck, the Blueprint will name it — with the evidence to back it up.
02
We're not vendor-agnostic. We're vendor-honest. You'll feel the difference on the first call.
Commodity automation vendor
  • Opens with "we can build anything"
  • Scopes off a 30-minute discovery call
  • Sells you the first idea in the room
  • Bills hourly against moving targets
  • Hands off a Zap and a Loom video
  • Disappears at the first deployment friction
SMB Ops
  • Opens with "let’s see the whole operation first"
  • Two-week audit, fixed fee, complete picture
  • Ranks every opportunity before building one
  • Milestone billing tied to deployed systems
  • Documentation, dashboards, training, retainer
  • Stays on through launch, iteration, and expansion
07 / RESULTS

Measured outcomes from recent engagements.

Aggregated outcomes across recent engagements. Every number below ties back to a specific process, a specific team, and a specific before-and-after in the Blueprint.

0+
Hours / week recovered across active clients
Aggregate across 12 engagements, past 18 months.
0.0x
Average throughput lift on automated processes
Measured at T+90 days post-deployment.
0.0 FTE
Median capacity unlocked before next hire
Client-reported, first 6 months post-build.
$0k
Median first-year value, 40-person SMB
Hours recovered + avoided hires + risk reduction.
Client ‹redacted›
Industry  Logistics
Size  ~50 FTE / mid-8-figure
Engagement  Blueprint + multi-phase build
T+6mo  1 FTE avoided

Two weeks in, we had the first document anyone in the building agreed on in two years. The Blueprint didn't invent new problems — it named the ones everyone already knew and forced us to rank them.

COO · Logistics, ~50 FTE (identity withheld pending release)

BEFORE / AFTER · DISPATCH ROUTING
BEFORE
Manual dispatch, every morning
EMAILSHEETROUTESDISPATCH3 MANUAL HANDOFFS
7.5 hrs/wk · 1 operator · 90 min/day · 4 tools
AFTER
Routing agent + exception queue
ROUTING AGENT+ EXCEPTION QUEUEONE SURFACE · ZERO RE-KEYING
12 min/day review · one screen · SLA visibility live
08 / NEXT

Book a discovery call.

Thirty minutes. We'll ask about your operation, tell you honestly if a Blueprint is right for you, and scope it on the same call if it is.

Find out in 30 minutes if a Blueprint is the right next step.

If it's a fit, we'll scope the Blueprint on that call. If not, you'll still leave with two or three things you can act on this quarter. That happens about a third of the time, and we're fine with it.

WHAT THE CALL LOOKS LIKE
01Specific questions about your operation — no pitch deck, no warm-up.
02We tell you honestly whether a Blueprint is the right next move.
03If yes: scope, timeline, and fixed fee on the same call. If no: we’ll tell you why.
Book a 30-min discovery call
TYPICAL AVAILABILITY: 4–7 DAYS OUT