The missing layer between people and technology

The future isn’t artificial intelligence. It’s amplified human intelligence.

TALOS is cognitive infrastructure — a persistent intelligence layer between people and their technology. It learns how the people you work with communicate, and, more importantly, how you communicate. It holds the context modern work demands, on hardware you control, with nothing leaving the building.

Nudge · Signal

“We’ll see what we can do” is not a yes on the deadline. Ask for a date.

Deep read

They’re under real pressure and it isn’t about you. Acknowledge the stress first — then confirm the schedule in writing.

Organizations don’t fail because they lose information. They fail because they lose understanding.
The problem

Software has spent forty years organizing information. TALOS organizes understanding.

Software remembers everything and understands nothing. Meetings begin from scratch. People repeat themselves to systems that stored the answer years ago. Relationships reset with every handoff, and institutional knowledge walks out the door with every departure.

Modern AI made this stranger, not better. It generates fluent answers — but it doesn’t understand people. It can’t tell a client from a stranger, a priority from a distraction, or a pattern from a coincidence, because it starts every conversation with amnesia.

19%

of the average knowledge worker’s week is spent tracking down information — on top of the 28% spent on email. Nearly a day a week, rebuilding context. (McKinsey Global Institute, The Social Economy, 2012)

22 days

of role performance lost per year by workers with adult ADHD — most of it while present at work, not absent. For the executive-function–limited, context loss isn’t friction. It’s the ceiling. (WHO World Mental Health Survey; de Graaf et al., 2008)

The industry optimized access to information. Nobody optimized understanding. That’s the layer TALOS builds.

What it costs

Lost context isn’t a soft problem. It has a number.

$87–138B
estimated annual U.S. productivity and income lost to executive-function breakdown — the everyday cost of understanding that never persists.
22 days
of role performance lost per affected worker, every year — nearly a full working month of capability left on the table.
while present
most of that loss happens on the days people show up — reduced output and quality, not absence. The cost isn’t the sick day. It’s the overload day at the desk.

Every one of those days is capability a business already paid for and didn’t get back. Recover a fraction of it and the math changes fast — that is the return TALOS is built to unlock.

Sources: Doshi et al., 2012; Schein et al., 2021; WHO World Mental Health Survey (de Graaf et al., 2008). Full citations on the About page.

What TALOS is

Not an assistant. Infrastructure.

Assistants, chatbots, and meeting tools are applications: they answer, summarize, and forget. TALOS sits underneath that layer. It is a persistent context platform — it continuously develops an understanding of the people, relationships, projects, priorities, and history that make up your working world, and makes that understanding available at the moment it’s needed.

Because the context persists, everything built on it gets smarter: the live call, the morning briefing, the decision on your desk. The purpose isn’t to automate people. It’s to augment human cognition — to hold what machines hold well, so people can do what only people do.

We call this a cognitive operating system. Not because it replaces your software — because everything above it depends on it.

TALOS is not
  • A chatbot
  • A meeting assistant
  • A CRM
  • Surveillance software
  • Cloud-dependent AI
  • Automation replacing people
TALOS is
  • Human intelligence augmentation
  • Communication intelligence
  • Relationship intelligence
  • Organizational memory
  • A context engine
  • Cognitive infrastructure you own
The difference, in one picture
Traditional AI
QuestionAnswerForget

Every interaction starts from zero. Fluent, and amnesiac.

TALOS
ConversationContextMemoryRelationshipUnderstanding

Every interaction makes the next one smarter.

Why now

The last piece just became buildable

Language
Large language models solved understanding language — the raw material of context.
Privacy
Capable local models solved privacy — intelligence no longer requires someone else’s cloud.
Hardware
Commodity GPUs solved deployment — a firm can own its inference the way it owns its server.
Context
The missing piece is persistent context. For the first time, every prerequisite exists at once. That’s why TALOS exists now.
The property we build for

Cognitive Continuity / noun /

The ability of knowledge, relationships, and context to persist across conversations, people, devices, and time. Search gave the world instant information. Cognitive continuity gives it durable understanding — and it’s the property every TALOS capability exists to deliver.

How it works

Context in, judgment out

01 — Remember

Everything, indexed

Email, calls, texts, and voicemail — over one hundred thousand communications spanning fifteen years — ingested, transcribed, and indexed on local hardware. Nothing is asked twice.

02 — Understand

A baseline per person

A proprietary behavioral engine distills each contact’s history into a living baseline — how they write, speak, commit, hesitate, and push back. The most important baseline it holds is yours.

03 — Assist

The right read, in the moment

During a call, a live tier compares now against those baselines and surfaces sparse, glanceable guidance. Between calls, it rebuilds your priorities on request. Every interaction refines the next.

The TALOS live-call console: deep read across the top, nudges on the left, live transcript on the right
The live-call console — deep reads, nudges, and a speaker-attributed transcript, at conversation speed. Real call structure; identifying data sanitized.
100K+
communications indexed and behaviorally modeled
15 yrs
of real business history behind the baselines
3
provisional patents filed, 2026 — system, vision, and coaching layers
3
deployments running on live communication today
In production

This isn’t a concept video

TALOS runs daily, on real work, across three fully isolated deployments:

  • An architecture firm — live calls, email, and SMS on the real-time pipeline; the founding deployment.
  • A small-business bookkeeping & EA tax practice — second production account, structurally isolated data.
  • A student — email-based executive-function support, parent-administered; the family and education tier.
Trust

Privacy isn’t a feature. It’s an architectural principle.

A system this close to your working life has to be owned, not rented. TALOS deploys on customer-controlled hardware, local-first. Contextual memory stays private, the cloud is a short-lived mailbox rather than a mind, and organizational knowledge is never sold — because it never leaves. How it’s built →  ·  What TALOS will never do →