alfred ai · internal all-hands

Where we are,
and the brain we're building.

Our north star, the metrics that prove it's moving, and the roadmap to a full organisational brain.

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What we'll cover

Agenda

01
The mission
The memory every decision runs on
02
The north star
Decisions acted on, per leader, per week
03
The funnel that matters
Activation, retention, expansion
04
Trust guardrails
Keeping our confidence honest
05
Where we are
Marketing live, Sales in development
06
The roadmap
Building the organisational brain
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Our mission

The AI memory powering every decision across your organisation.

One reconciled memory of what happened, why, and what worked — so every leader decides in minutes, not days. We don't report. We explain, and we tell you what to do next.

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Our north star

Decisions made and acted on — per leader, per week.

Logins, dashboards opened and queries run are proxies. The only number that proves we changed the business is a decision a leader made because of Alfred — and then executed.

70%
faster decision cycles — time from signal to action
85%
of marketing questions answered without an analyst
15+
weekly hours reclaimed per leader

Across Alfred design-partner teams. These are the signs the north star is already moving.

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The funnel that matters

Three moments, one compounding loop

Activation
First brief acted on by week 2

A leader connects in week 1 and acts on their first daily brief by week 2. The moment they make a decision because of Alfred, they're activated.

Retention
Memory depth and the decisions trend

Retention isn't logins. It's Alfred Core getting deeper on this org's patterns while the decisions-acted-on line keeps climbing.

Expansion
A cross-module implication fires

The Cross-Module Signal Router routes a marketing signal to its sales or finance implication. The first time it fires, one module becomes the brain.

05
Trust guardrails

Keeping our confidence honest

Higher is better
Recommendation acceptance rate

The share of recommendations a leader accepts and acts on. If they don't act, we haven't earned the decision.

Lower is better
Calibration error

Does a stated Causal Confidence Score match what actually happened? Confidence only counts if it's honest.

Target: zero
Wrong-confident recommendations

High-confidence calls that turned out wrong. The one number we never let drift above zero.

Every hypothesis Alfred makes carries a Causal Confidence Score from the Causal Reasoning Engine. These three guardrails keep that score worth trusting.

06
Where we are

One brain, shipping module by module

Live
Alfred for Marketing

Read less, know more.

Six agents in production: Daily Brief, Spend Mix, Creative Fatigue, Anomaly Detection, AI Visibility and the Unified KPI Cockpit.

In development
Alfred for Sales

Catch it at risk, not at lost.

A revenue intelligence platform. The Sales Play Engine reverse-engineers patterns from this company's own won and lost deals.

Planned
Finance · Operations · Founders

Upcoming products, waitlist open.

Each new module adds another lobe to the same brain — and feeds the same memory.

07
The roadmap

Building the organisational brain.

Five phases from a signal-routing table to a full cross-function brain spanning marketing, sales, finance and operations.

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Roadmap · phases 1–5

From signal routing to a full brain

Phase 1
Signal Routing Table
Map every signal to the decisions it affects — the skeleton the brain hangs on.
Phase 2
Unified Memory
Alfred Core starts holding this org's patterns, outcomes and causal links in one place.
Phase 3
Cross-Module Router
A marketing signal automatically surfaces its sales and finance implications.
Phase 4
Causal Reasoning V1
Find causes, not symptoms — every hypothesis scored for confidence.
Phase 5
Full brain
Finance and Operations come online. One brain across every function.
09
The moat

It compounds every month — and no competitor can backfill it.

Unified institutional memory. Alfred Core accumulates this org's patterns, outcomes and causal associations.

Deep two-way integrations. Alfred doesn't just read — it acts, and records what worked.

Decision quality. Recommendations sharpen without retraining a model. The moat is not the LLM, and not the features.

6 mo
to a memory a competitor can't compress or backfill
Every month we run, the switching cost climbs. That accumulating memory is the asset we're building.
10
Onward

We're not shipping dashboards. We're building the memory every decision runs on.

Marketing's live. Sales is next. Every month we run, the moat gets deeper. Let's go build the brain.

Ship the next decision →
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