martech.llc
Cohort 01 · early access open

The marketing
intelligence layer,
engineered.

Most marketing software produces activity. Martech LLC produces judgment. An intelligence layer that compounds with every signal — and earns its seat at the quarterly review.

Request Cohort 01 accessRead the brief

Built so practitioners can think faster — and decide before the meeting starts.

Preview · Cohort 01 consoleTools ship behind the gate first

01 — The four pillars

Modern marketing teams drown in dashboards but starve for clarity.

Four pillars — Tools, Workflows, Research, Signals — each one earning its place by removing a specific kind of friction from real marketing work.

Pillar I

Tools— instruments, single-purpose

Sharp, AI-native instruments that replace specific manual work — brief composers, attribution untanglers, creative QA, signal triage. Each one plugs into the same intelligence spine.

Latency
p95 · 0.6s
Confidence
schema-validated, Zod-checked
Last run
this build
Linked
Workflows · campaign launch
Tool drawer
6 of 14
  • Brief composercontent
    ready
  • Attribution untanglermeasurement
    ready
  • Creative QAcreative
    ready
  • Negative kw minersearch
    ready
  • ICP signal triagegrowth
    queued
  • Pixel drift sentineltrust
    queued
Pillar II

Workflows— outcomes, composed

Tools strung together into measurable outcomes — launch, content velocity, attribution recovery, growth experiments. Wired by default, configurable by skill.

Latency
median 4.2 min end-to-end
Confidence
every step carries a band
Last run
Cohort 01 brief
Linked
Research · cohort retention
Workflow · paid → owned recovery
01
Attribution untangler→ leakage 18%
02
ICP signal triage→ 3 audiences
03
Brief composer→ 5 owned-channel briefs
04
Pixel drift sentinel→ 0.8σ — within tol
Net effect: 12% media reallocated to owned, +0.7× blended ROAS in 21 days.
Pillar III

Research— frameworks, field-tested

Playbooks, scorecards, benchmarks distilled from inside performance teams — structured so a senior practitioner can apply them tomorrow, not next quarter.

Latency
5–11 min read
Confidence
sourced, dated, signed
Last run
weekly cadence
Linked
Signals · so-what column
R.01
The cohort-retention scorecard
Measurement · 8 min
R.02
Creative fatigue triage playbook
Creative · 6 min
R.03
Closed-loop attribution, in 4 moves
Attribution · 11 min
R.04
Brief-to-launch SLA benchmarks (Q4)
Operations · 5 min
Pillar IV

Signals— so what, this week

A weekly signal feed across the marketing stack — platforms, models, regulations, creative formats — with a 'so-what' line that tells you whether to act.

Latency
delivered Mon 09:00 IST
Confidence
so-what scored 1–5
Last run
this week · 14 new
Linked
Tools · negative-kw miner
Signal feed · this week
14 new
Today
Meta ASC: bidding logic shift
so what · Re-baseline ROAS targets in 7d
Yesterday
Gemini 2.5 Flash-Lite: 22% latency cut
so what · Drop the heavier model on bulk briefs
2 days ago
GA4 path-exploration deprecated
so what · Move custom funnel queries to BigQuery

02 — Approach

Three principles, lived in every release.

Most marketing tech is sold on demos. Ours is defensible the day after a CFO asks where the ROAS went.

  1. 01

    Engineered, not assembled.

    no frankenstein integrations.

    We build the intelligence spine once — auth, observability, AI routing, cost engineering — then layer tools onto it. No vendor sprawl, no glue code, no kludge tax.

  2. 02

    Measured, not theatrical.

    every claim ties to a number.

    Every recommendation ships with a confidence band. Every release is reproducible. If we can't measure it, we don't promise it. CFOs are welcome in the room.

  3. 03

    Practitioner-first.

    designed by people who live in dashboards.

    Built for marketers, not pitched at them. The brief is shaped by performance teams who launch creative on Monday morning and answer for ROAS on Friday.

02.5 — Proof of intelligence

Most software produces activity. Few produce judgment.

Every recommendation in the console ships with a confidence band, six evidence rows, an explicit counter-validation, and a queued next action. No black box. No "trust the AI". Defensible the day after a CFO asks where the ROAS went.

Decision lineage · live console replay
gemma-4-31b-it · 0.41 s

Recommendation · 12 signals · 4 attribution paths

Pause ad-set 24-A · Meta / India.

Confidence83%
Re-eval cadence · 12 hr re-eval

Because — 6 evidence rows

  • Relevance score−11% (7-day trailing)
  • Negative-comment surge+34% (24h)
  • Creative fatigueframe 7 breached at 71% saturation
  • Audience saturation71% (threshold 75%)
  • Frequency caphit · 3.1× (limit 3.0×)
  • Holdout cell (control)stable · −0.4σ — change is not market-wide
PrimarySupportingCounter

Next — queued

  1. 01Shift 60% of paused budget to winner cluster (campaign 14).
  2. 02Queue 3 fresh creatives based on top-performing motif (carousel · UGC + price overlay).
  3. 03Schedule re-evaluation at +12h; re-open ad-set if relevance recovers ≥ −4%.
founder · spot-check 12% of recommendationsSchema-validated · counter-evidence required · no auto-execute
One recommendation · the full lineageSame pattern ships in every Cohort 01 tool

03 — Cohort 01 · early access

We're filling the first room.

Tools ship to a closed cohort of marketers and agencies first — feedback flows back into the spine, then the next door opens. If you measure what matters, we want you in.

  1. A.
    Direct line to the founder.

    You ship feedback, it lands in the next build. No layers.

  2. B.
    Free use of every tool in the spine.

    All current and forthcoming pillars, no paywall, throughout the cohort.

  3. C.
    First crack at every release.

    Tools land in your console days or weeks before the next door opens.

  4. D.
    Co-authorship on the playbooks.

    Your patterns become resources — credited, if you want.

04 — Founder

Built by Sundar Ramesh Kumar— paid-media & analytics practitioner. IMPACT 30 Under 30.

Builds AI tools the way performance marketers buy media — measured, iterated, accountable.

Read the founder note

Answer layer

Questions worth answering plainly.

01

What is the marketing intelligence layer?

It is a system of AI-native tools, workflows, research, and signals designed to replace fragmented marketing stacks with engineered intelligence.

02

How do I join Cohort 01?

Qualified practitioners can request access to the closed beta by sending a direct message to the founder on LinkedIn.

03

What are the four pillars of Martech LLC?

The brand provides single-purpose AI tools, end-to-end operating workflows, field-tested research frameworks, and a weekly intelligence signal feed.