Timer · THE HUMAN LAYER · v0.1 · BY INVITATION

One memory. One AI. Every business function.

Timer is The Human Layer for business. One memory across bookings, meetings, CRM, projects, contracts, email, and payments. Continuous.

3× Augmentation outperforms full automation by 3×. Post-GPT field experiments, 1,500 organizations, Harvard Business School, Stanford GSB.

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RESEARCH 4 published papers FRAMEWORK The Human Layer → ACCESS Invite-only · founding
01
SYSTEM IN MOTION

A real two-day sequence. Tuesday: Pilot runs a chain across five business functions in fifty minutes. Wednesday morning: without a prompt, the same shared memory makes the next move obvious.

Two days.
One thread of memory.

PILOT / continuous — working across your business LIVE
TUE · 10:14 AM
10:14 MEETINGS Recorded & transcribed your meeting with Acme
10:46 PROJECTS Extracted 3 action items · assigned to Acme project
10:51 CRM Updated Acme record with revised pricing & new contact
11:02 EMAIL Drafted follow-up · scheduled to send tomorrow 9:00
11:04 PAYMENTS Invoice $4,800 prepared with discussed terms · awaiting your approval
OVERNIGHT · memory persists
WED · 8:47 AM — without prompt
8:47 MEMORY Recalled yesterday's Acme chain · invoice still pending your approval
8:48 CALENDAR Spotted Acme decision-maker on your 10:00 calendar tomorrow
8:51 REASONING Concluded: send the invoice today, lock the deal before tomorrow's meeting
now NOTIFICATIONS Surfacing this recommendation to your morning brief · one-tap approve
↳ ONE THREAD · across functions · across days Request access →

Wednesday's recommendation would never have surfaced at all in a fragmented stack. No agent in a stateless world remembers yesterday well enough to act on it today. The chain is the proof. The memory underneath is the company.

OPERATIONAL / — active organizations · — mission runs to date · — last 7 days · — last sync
02
WHY NOW

Three forces converged. The thesis is not new. The window is.

The constraint that justified
30 fragmented tools
no longer exists.

·01

The diagnosis. The average business runs on 10–30 disconnected SaaS tools. Each one holds a fraction of the truth. Each switch costs context. The cost isn't the subscription — it's the cognitive tax of holding the whole picture in your head while no system holds it for you.

·02

The trigger. Frontier models now hold millions of tokens of context. Cheap. Fast. Today, not next year. That capability stopped being theoretical the moment it could fit a business's actual operating history into a single window.

·03

The layer. The Human Layer is what sits beneath the work. One memory pool every function writes to and reads from. One AI — Pilot — that augments the human across all of it, continuously. Not a tool. Not a bundle.

The difference isn’t features. It’s memory.
03
THE FRAMEWORK

Four published papers. The why, the how, the score, what comes next. By Ahmad Noureddine, Co-Founder & CEO.

We didn’t invent this
in a pitch deck.

HLF SCORE 91/100 Timer’s self-assessment against the maturity model published in Paper 03. Commercial AI products typically score <30.
  1. PAPER · 01 FEB 2026 DOI 10.5281/zenodo.19119699

    The Human Layer.

    Why the most critical infrastructure in AI isn’t artificial. Establishes the economic and architectural case for human-centric AI: a 3× performance multiplier for augmentation over automation, validated across 1,500 organizations and post-GPT field experiments at Harvard and Stanford.

  2. PAPER · 02 MAR 2026 DOI 10.5281/zenodo.19120077

    The Human Layer Architecture.

    A specification for human-AI system design. Defines the five architectural components of accountable human-AI interaction — decision gates, escalation protocols, accountability structures, override mechanisms, and trust calibration interfaces — as a dependency graph, not a checklist.

  3. PAPER · 03 MAR 2026 DOI 10.5281/zenodo.19453026

    The Human Layer Audit.

    Measuring accountability in AI systems. Introduces a risk-tiered maturity model, identity-anchoring requirements, and a floor-based scoring methodology that prevents organizations from averaging away the weaknesses regulators are about to start checking for.

  4. PAPER · 04 MAY 2026 DOI 10.5281/zenodo.20096569

    The Human Layer Economics.

    Why companies that build with structural oversight win the next decade. The capital and organizational forces that push AI toward replacement — and the inflection now arriving that makes augmented systems the durable bet, not the cautious one.

Stop running on tools.
Start running on a layer.

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Founding-member pricing · invite-only onboarding.