[ INDEX 01 / 08 ] M E S Make Everything Simple
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00:00:00 UTCDistributed
Issue № 001 MES — a small applied AI studio Now accepting · Q3 · 2026
M

We build dashboards.
We build agents
that delete the work
before you start it.

simple.
Right now · saved today
38 hours
Across 14 live agents · ticking up
14 Agents shipped
21 Day ship cycle
4.2× Avg ROI · 90d
Book the kickoff See the receipts
Live · 38 hours saved today Established by builders, not consultants Scroll
14
Agents · running now
6
Meetings booked · last hour
38
Hours saved · today
312
Tickets handled · today
Sales agents support triage invoice OCR lead research content ops deal underwriting prior auth inbox routing Sales agents support triage invoice OCR lead research content ops deal underwriting prior auth inbox routing
01 / Anatomy

Watch one think.

[ EMAIL · INBOUND ]

From signal
to action,
in 14 seconds.

An incoming email arrives. The agent reads it, classifies the intent, pulls the relevant context from your tools, drafts a reply in your voice, books the meeting, and updates the CRM. While you were reading this paragraph.

Auto-playing · loops
01 · RECEIVED+ 0.0s
From sarah@klaviyo.com: "Hey — would love to get a demo on the team this Tuesday if possible."
02 · CLASSIFIED+ 0.3s
Intent: meeting request · Sentiment: positive · Priority: hot lead
03 · ENRICHED+ 1.2s
Klaviyo · Series D · 1,200 emp · Sarah = Head of Lifecycle · last touch: 12 months ago
04 · REASONING+ 3.4s
Re-engage opportunity. Open: Tuesday 2pm or 4pm EST. Send 2 relevant lifecycle case studies. Loop in the AE.
05 · DRAFTED+ 8.1s
"Hey Sarah — great to hear from you. Tuesday 2pm or 4pm works. Sending two case studies you'll find relevant — Mailchimp and Postscript
06 · SHIPPED+ 14.0s
✓ Sent · ✓ Cal.com hold placed · ✓ CRM logged · ✓ AE looped · 14 seconds total
02 / Bottleneck

What's painful?

Click the one that sounds most like Tuesday at your company. We'll show you what we'd build.

01 · SALES

"Outbound is slow, and the reps hate it."

WE'D BUILDA 24/7 SDR agent
SDR
02 · SUPPORT

"We're drowning in tickets that have the same answer."

WE'D BUILDA triage + draft agent
CX
03 · OPS

"Half my team is retyping things from PDFs."

WE'D BUILDA document-ops pipeline
OPS
03 / Live

Agents working right now.

LIVE  Cross-client activity 09:42 UTC

Across 14 agents, this is what the last few minutes looked like.

Every row above is a real action: a meeting booked, an invoice matched, a ticket auto-resolved. Multiply by a thousand. That's a Tuesday.

See the receipts
02 / Roster

Teams running our agents.

Linear-ish
Northwind
Meridian
Dalmor
Kestrel
Oak & Row
Halberd
Cardinal
Lyceum
Halcyon
Foundry
38 more
02 / Services

Agents we ship.

SVC · 01

Sales SDR Agents

Research accounts. Draft personalised outreach. Book meetings. Update the CRM. Twenty-four hours a day, for less than a single rep.

SVC · 02

Support triage

Read every ticket. Classify, prioritise, draft a reply in your tone. Auto-resolve the simple ones. Escalate only edge cases.

SVC · 03

Invoice + document ops

OCR plus reasoning. Extract line items, match POs, flag anomalies, post to your ERP. We've processed 120K invoices so far.

SVC · 04

Content scheduling

Trained on your voice. Generates, formats, queues — across LinkedIn, X, blog, email. You approve from a single inbox.

SVC · 05

Deal underwriting

Built for syndicators and family offices. Underwrite a multifamily deal — OM to one-pager — in nine seconds.

SVC · 06

Healthcare prior auth

HIPAA-eligible. Read patient charts in Epic, match payer criteria, attach evidence, submit. 4 minutes per submission.

03 / Receipts

A small studio. Real impact.

0
Agents in production
Across 9 client orgs.
0
Hours saved monthly
Verified by client time-tracking.
0
Days, idea to production
Pre-committed every engagement.
0
Average 90-day ROI
Self-reported by clients.
04 / Growth

Hours saved, month over month.

Cumulative hours saved · 3.8K / month
WEEKS 01 — 12 · SINCE LAUNCH
010203040506070809101112
Auto-resolution rate94%
Agent uptime99.97%
Eval-pass rate96.4%
Net retention (logo)118%
Three weeks. One agent. Live.
04 / Method

A repeatable 21-day process.

[ STEP · 01 ]

Map

Two working sessions. We sit with the team that owns the workflow, instrument it end-to-end, and leave with one measurable target.

Week 01 · 2 days
[ STEP · 02 ]

Build

We architect the agent, wire it to your stack, and run it in shadow mode on real data — without touching anything customer-facing.

Week 02 · 5 days
[ STEP · 03 ]

Ship

Soft launch to one team. Daily eval reports. Earned autonomy — the agent gets more authority as it earns it.

Week 03 · 5 days
[ STEP · 04 ]

Operate

An agent in production is a product, not a project. We monitor drift, swap models, ship one capability upgrade a month — forever.

Ongoing
05 / Quoted

After the agent ships.

"We replaced two SDRs and our pipeline grew 38%. They're treating our agent like a product, not a project."

M
Head of Growth
Linear-ish · client

"Three weeks from kickoff to a triage agent answering 60% of support tickets. Our CSAT actually went up eight points."

D
VP Support
Northwind · client

"They told us not to build the dashboard. They were right. The agent just does the work. I should have hired them sooner."

S
COO
MeridianHealth · client
M
MAKE everything SIMPLE
E
SINCE the first RETAINER
S
Two slots open · Q3 · 2026

Ready to ship
your first agent?