SPINOR LABS Internal Briefing · 2026
Spinor Labs Confidential · NDA
SESSION · ALOFT-INIT v0.9.4
HOST · spinorlabs.com
[00:00:01] BOOTING ALOFT runtime OK
[00:00:02] LOADING agent classes [6/6] OK

ALOFT 

By Spinor Labs
[00:00:04] READY ▸ The operating system for intelligent work
spinorlabs.com / aloft CH 01 · COVER
The operating system for intelligent work. 01 / 12
CH 02 · The Problem State of agents · 2026
SPINOR LABS
Why every agent rollout still hits the same wall
01
Enterprises deploy agents.
02
Agents don't coordinate.
03
Work still breaks.

The gap isn't capability — frontier models are doing remarkable work in isolation. The gap is coherence: agents that share context, hand off cleanly, and stay accountable when work crosses a boundary. That's what enterprises are missing.

73%
of agent pilots stall
before reaching production
4.2×
more handoff failures
than single-agent baselines
0
production frameworks built
around coordination as a primitive
The gap isn't capability. It's coherence. 02 / 12
CH 03 · The Framework ALOFT
SPINOR LABS
The Architecture

Six specialized classes.
One unified framework.

ALOFT replaces the loose collection of agents most teams ship today with a single framework where every class has a defined role and a defined handoff. The result is coordination, not chaos.

FEYNMAN LIVE FERMI LIVE GROSSMANN PREVIEW RAMA SOON MARCUS SOON WHEELER SOON ALOFT
LIVE PREVIEW COMING SOON
6 classes. One framework. Infinite reach. 03 / 12
CH 04 · CLASS 01 ALOFT.FEYNMAN
FEYNMAN
"What I cannot create,
I do not understand."
— Richard Feynman, last blackboard, 1988
Physicist (1918–1988) who insisted you don't understand a thing
until you can explain it simply.
Trace Glassbox Audit HITL
LIVE · v0.4 · 11 agents
Reasoning & Explainability

Feynman's method was radical simplification — if you can't explain it simply, you don't understand it. The Feynman agent applies this to AI operations: every decision must be traceable to a reason a human can audit. Not a black box with good outcomes — a glass box with accountable steps. If the agent can't reconstruct its own reasoning on demand, it doesn't run.

Prototype Agents
Regulatory Decision Tracer
Live
Audit Trail Synthesiser
Staging
Exception Memo Writer
Draft
Show your work — every step, every assumption, every dependency. 04 / 12
CH 05 · CLASS 02 ALOFT.FERMI
FERMI
"How many piano tuners in Chicago?
Don't guess. Estimate."
— Fermi's seminar, University of Chicago
Enrico Fermi (1901–1954) — physicist famous for back-of-envelope
estimation under thin data.
Forecast Anomaly Sparse Latent
LIVE · v0.4 · 9 agents
Estimation & Operational Intelligence

Fermi was famous for answering questions no one thought answerable with nothing but logic and back-of-envelope estimation. The Fermi agent does the same with sparse operational data: incomplete manifests, partial logs, thin signals. It doesn't wait for clean data. Every answer comes with bounds — the estimate, the confidence, and the assumptions.

Prototype Agents
Demand Signal Forecaster
Live
Port Cost Deviation Monitor
Live
Crew Allotment Estimator
Staging
Precise enough to act on, uncertain enough to be honest. 05 / 12
CH 06 · CLASS 03 ALOFT.GROSSMANN
GROSSMANN
"Without Grossmann,
Einstein's equations stay philosophy."
— Spinor Labs, on Marcel Grossmann
Marcel Grossmann (1878–1936) — mathematician who gave Einstein
the tensor calculus needed to make general relativity operational.
DAG Registry Eval Gates Playmaker
PREVIEW · Q3 · 7 agents
Multi-Step Orchestration

Einstein had the physics. Grossmann had the mathematics. Without Grossmann, the theory stays philosophy. The Grossmann agent takes what your organization knows and makes it operational: designs the pipeline, runs eval gates, ships with a rollback contract. It orchestrates Feynmans for the trace, Fermis for the estimate, and passes the ball to the agent best positioned for the next step.

Prototype Agents
Quarterly Close Coordinator
Live
Vendor Onboarding Pipeline
Staging
Incident Triage Agent
Draft
Without Grossmann, Einstein's equations stay philosophy. 06 / 12
CH 07 · CLASS 04 ALOFT.RAMA
RAMA
"The brain is a storytelling organ.
So is your model."
— V.S. Ramachandran, Phantoms in the Brain (1998)
V.S. Ramachandran (b. 1951) — neuroscientist who studied how the brain
fills in perception it doesn't actually have.
Drift Phantom Intent Mesh
Coming · 2026 · 5 agents
Cognitive Integrity & Hallucination Defence

Ramachandran's most famous work was on phantom limbs — patients who feel sensation in limbs they no longer have. The brain, deprived of real input, generates its own. This is exactly what language models do when they hallucinate. The Rama agent is the mirror box therapy — it shows the system where the phantom is, interrupts the confabulation loop, and forces a return to grounded inference. Rama agents sit upstream of every other class, watching for drift and phantom outputs across the entire mesh.

Prototype Agents
Hallucination Sentinel
Preview
Intent Drift Watcher
Preview
Phantom Output Detector
Preview
Catch the phantom before the system trusts it. 07 / 12
CH 08 · CLASS 05 ALOFT.MARCUS
MARCUS
"You have power over your mind,
not outside events. Realize this,
and you will find strength."
— Marcus Aurelius, Meditations
Marcus Aurelius (121–180 AD) — emperor who wrote the Meditations not for
publication but as a daily discipline of self-interrogation and correction.
Meta Stoic Long-horizon Mesh-wide
Stoic Meta · 2026
Meta-Agent · Long-Horizon Review

Marcus Aurelius ran the Roman Empire by day and interrogated himself by candlelight. The Meditations weren't philosophy — they were operational review. The Marcus agent is the only meta-agent in the catalog. It does not act on the world directly. It reviews the other agents the way a coaching staff reviews game film: methodically, without ego, looking for the drift patterns that turn into failures. Marcus is the agent you wake up to, not the one you ping.

Prototype Agents
Mesh Reflection Coordinator
Preview
Long-Horizon Trend Agent
Preview
Quarter-End Operations Memo
Preview
The only agent that reviews itself — and everything else. 08 / 12
CH 09 · CLASS 06 ALOFT.WHEELER
WHEELER
"It from bit.
Every particle derives its existence
from acts of observation."
— John Archibald Wheeler, 1989
Physicist (1911–2008) who showed observation isn't passive measurement —
it's participation. The observer co-creates what it measures.
Superposition Delayed-choice Participatory Observer
Research · 2026 · 4 agents
Participatory Observer · Timing Intelligence

Wheeler ran the delayed-choice experiment and found that you can decide after a photon passes the slits whether to observe which path it took — and its past behavior changes retroactively. Observation doesn't record what happened. It determines it. Our field deployments showed this pattern: pipelines with aggressive monitoring underperformed lightly monitored equivalents — not latency overhead, but because observation was intervention. Wheeler holds the probability distribution open rather than collapsing it too early. Commit at the last responsible moment. Not before.

Prototype Agents
Multi-Armed Bandit Optimizer
Live
Delayed-Choice Intervention Monitor
Preview
Wavefunction State Holder
Preview
Participatory Feedback Loop
Preview
The right call at the wrong moment is still the wrong call. 09 / 12
CH 10 · Why ALOFT Three differentiators
SPINOR LABS
The ALOFT Difference

Specialized. Coordinated. Auditable.

01 · Specialized
Six classes, not one generalist.
Each class does one thing well. We stopped pretending one model can do everything.
02 · Coordinated
Handoffs, not horse races.
Agents pass work to the right specialist. Grossmann keeps the system coherent under load.
03 · Auditable
Every step. Every reason.
Reasoning traces, evidence, intermediate state — all inspectable. Built for regulated environments.
The framework you can put your name on. 10 / 12
CH 11 · Fin Early Access · 2026
SPINOR LABS
Early Access

The game is just starting.

Request access spinorlabs.com / aloft
Q3 2026 · Limited cohort of design partners. Production deployments only. NDA on file.
Spinor Labs SPINOR LABS
ALOFT. Built different. 12 / 12