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The AI operating layer

Decide what matters. Build what works.

We help business leaders identify where AI creates value, make better decisions, and engineer the systems that deliver it.

We help business leaders identify where AI creates value, make better decisions, and engineer the systems that deliver it.

Our own platform: Atlas, the workspace where your teams supervise AI agents.

Book an Atlas Demo Book a 30‑min call
  • Atlas demo: a guided walkthrough of Atlas, with a named partner.
  • 30‑min call: an AI decision to make, a system to build or to integrate. The first exchange is free.
AI agent Thomas, an AI agent in Atlas, with its autonomy set to Governed.
AI agent Walter, business plan controller, an AI agent in Atlas, active, with its autonomy set to Governed.
AI agent Thomas, an AI agent in Atlas, with its autonomy set to Governed.
AI agent Walter, business plan controller, an AI agent in Atlas, active, with its autonomy set to Governed.
We engineered Atlas, and our own AI agents run on it.

Atlas by Hikari Blue

Put AI into production. Keep control.

See what your AI agents did today.

Set each agent’s autonomy, read its runs and verdicts, and act on the decisions waiting for you.

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Atlas · AgentsLedgerUsageFollow-ups Illustrative data

Agents · Run state · Autonomy

  • OwenSite quality and search

    RunActivePauseStop

    AutonomyAutonomous

  • ClaraNewsroom writer

    RunActivePauseStop

    AutonomyPrepares

  • MargaretNewsroom editor

    RunActivePauseStop

    AutonomyGoverned

  • HenrySocial relay

    RunActivePauseStop

    AutonomyPrepares

AgentRunsVerdicts

  • HenryLinkedIn and X relay55 published
  • NoraMorning post3030 drafts
  • WalterBusiness plan controller22 decisions

Tokens per day · last 30 days

1.4 Mtokens, peak of 75 k on Oct 2

By model

  • Opus 5.5666 k
  • Sonnet 5.5594 k
  • Haiku 4.5188 k

Follow-ups due · 3

  • Sable Point EnergyField report summarizationNo reply for 19 days
  • Juniper Row HospitalityGuest request routingNo reply for 15 days
  • Quillmoor LogisticsCarrier quote comparisonNo reply for 9 days
AI software agents, not people, each with a name, a role and a schedule. You set each agent’s autonomy, from draft-only to autonomous.Each agent run leaves a timestamped entry. The Ledger shows each agent’s run count and verdicts.Tokens used per day and per model by your AI agents, in one place.Follow-ups and decisions waiting for a person are listed in Atlas, each one ready to open.

Explore Atlas

What we do

Advice when the decision comes first. Engineering when it is time to build.

With or without Atlas. 4 Practices, each led by a named partner, from the first decision to the system in production.

AI Strategy & Advisory

The most important AI decision isn’t always what to build. It’s knowing what is worth building.

A strategy, an investment roadmap, a governance framework, or a decision not to proceed. You execute with us, with another provider or with your own teams.

Explore AI Strategy & Advisory

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See every engagement ›

Proof

Built by operators. Proven in complex environments.

These figures describe the collective experience of our leadership team and expert network, not of one company alone.

  • 25+Years. Entrepreneurial and technology leadership experience
  • 600+Projects. Delivered across our leadership teams and expert network
  • 450+Senior operators. An extended network of experienced specialists
  • 4Exits. Entrepreneurial exits across our leadership team

Clients who agreed to be named

Software and platform engagements. References on request, under NDA and with each client’s consent.

Selected engagement

Cross‑border digital sovereignty for a global luxury leader.

Luxury goods · Engineering · Cross‑border governance

Client context
A global luxury maison operating across 2 continents.
Business challenge
Keep the brand’s digital presence in mainland China under local data residency, without breaking brand consistency across continents.
What was engineered
Data residency engineered in for mainland China, one governance across both jurisdictions, and a governed transfer between them, with its record.
Operational outcome
The brand’s digital presence secured across mainland China, with brand consistency and operational reliability preserved across 2 continents.
AI production references on request, under NDA and with each client’s consent.

Financial services · European tier-1

Production AI workflows under model risk discipline.

Challenge
AI‑augmented decision support in a regulated customer workflow, with DORA in scope.
Outcome
Production AI workflows whose evidence is emitted, not assembled.
Evidence
Walk‑through under mutual NDA. No performance figure is published.
Read the full case

People behind Hikari Blue

5 partners answer for the work, by name.

How we work

Understand and decide. Design and build. Operate and improve.

3 phases. Each one gives you what you need to decide on the next, before you commit to it.

  1. Understand & Decide

    1 week · Paid engagement

    Operating Assessment

    From$18,000

    1 week on one critical workflow, at a public price. Multi-workflow scope on quote.

    What you get in 1 week:

    • Time to Stop established
    • The workflow’s value, quantified
    • A named owner
    • A decision: the plan to build it, or the reason not to
    The 4 deliverables of the Operating Assessment: Time to Stop established, the workflow’s value quantified, a named owner and a decision, with the plan to build it or the reason not to.

    An advisory engagement can stop here: you execute with us, with another provider or with your own teams.

    Explore AI Strategy & Advisory

  2. Design & Build

    12 to 24 weeks · Delivered by a pod

    AI‑Enabled Operations

    Fixed price after scopingin the Operating Assessment · paid in phases, each ending with a go/no-go

    One workflow put into governed production by a pod, then handed to your team with the controls to run it.

    What you get: one critical workflow in production, with:

    • Operational controls
    • Governance
    • Auditability
    Explore engagement models

  3. Operate & Improve

    Ongoing subscription

    Run

    Monthly,sized to what runs in production

    Your systems kept in production, with costs and incidents under control, on a monthly retainer.

    What you get, every month:

    • Costs under control
    • Incidents under control
    • A named partner who answers for it
    See the Run retainer

Every phase is optional. Start at any step. The first exchange is free: a written reply from a named partner, then a 30‑minute call. Scope, pricing and duration depend on the agreed engagement.

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KILLSWITCH by Hikari Blue × Grok Bot: what’s your AI’s Time to Stop?

A tabletop kill‑switch drill. It does not stop any system.

Tabletop exercise, timed and self-reported; not a measurement of a real stop.

Grok BotGrok Bot
Public template

KILLSWITCH by Hikari Blue

Your AI goes off the rails at 3 a.m. Who stops it, and how fast? KILLSWITCH by Hikari Blue times it. One scenario, your clock, a card you keep. It does not stop any system.

Open the template

Opens in Grok Bot (xAI). macOS app.

Hikari Blue builds agents on Grok Bot.

Bring the real problem

Bring the decision, or the critical workflow.

Start with the definition the rest of this site applies: What is an AI operating layer?

Product

For teams that want to supervise their AI agents in one workspace.

After the click: a named partner replies in writing and schedules a walkthrough of Atlas.

Book an Atlas Demo

AI Strategy & Advisory · Engineering & Transformation

For an AI decision to make, a custom build, an integration or a dedicated pod, with or without Atlas.

After the click: the first exchange is free. A named partner replies quickly, in writing, then the 30‑minute call.

Book a 30‑min call