phase 03 · first quarter
currently booking Q3 2026 onwards · discovery & sparring open sooner · last update 27.04
Midnight Labs

midnight labs · capability and AI for large organisations

Help your people get better at real work, including how they use AI in it.

We work with CHROs, CTOs, and senior L&D leaders in large organisations where the spend on learning and AI is real but capability is not moving the way it needs to. We diagnose what your organisation is actually teaching its people, redesign how learning happens inside the work, and rebuild the data and tools so leadership can see capability change in real time.

book a 30-minute sparring session -> see the engagements read the thinking
why people come to us

Three problems we keep being asked to solve.

Different titles, different organisations, the same three conversations. If any of these sound like the meeting you had this week, we are probably worth a call.

CHRO · Chief People Officer

"The board is asking for proof of capability, and I do not trust the data."

Completion rates, engagement scores, and self-reported skills are not enough to answer the questions you are being asked: who can actually do this work, where the gaps are, and how fast the organisation is closing them. You need a measurement system the executive team will accept, and an L&D operating model that produces it.

CTO · CIO · Chief Digital

"AI is being adopted faster than we can govern it. And we are not sure it is making us better."

Your teams are using models in different ways, with different standards, and you cannot easily tell whether AI is compounding institutional knowledge or quietly hollowing it out. You need governance and capability lifted together, with a clear handoff between what AI does and what stays human.

Senior L&D leader

"My team is delivering programs. But capability is not the thing that is moving."

You know learning happens at work, not in courses, and you want to be set up for the strategic role L&D could play. You need a method that goes beyond "more programs", a way to free your team from admin, and language that holds in the room when leadership asks for ROI.

how we work with you

Five clear ways in. Pick by where you sit.

Every engagement starts with understanding your situation before we propose a thing. The five paths below are designed to give us both clarity before any larger commitment, and to make it obvious if we are not the right practice for what you are trying to change.

00 · for senior buyers thinking it through

30-minute strategy sparring session

A direct conversation about your most pressing capability or AI question. No slides, no obligation, no follow-up sequence. The fastest way to know if we can help, and a clean place to land if you are not yet sure which engagement fits.

free · one call · senior practitioners only
01 · CHRO / Head of L&D

Capability diagnostic

A six-week structured look at why your capability investment is not paying off. We assess what your organisation is actually teaching people, where the data is misleading you, and what to redesign first. Returns a short, plain-language report and a clear recommendation.

six weeks · named recommendations · stop list
02 · CHRO and CTO/CIO, jointly

Capability Strategy & Build

Our flagship engagement. About six months from the first conversation to a capability system you are running yourselves. Diagnosis, strategy, design, and a first working build: the connective tissue between learning, work, and AI. For organisations ready to treat capability as infrastructure, not a project.

~6 months to first hand-off · joint sponsors
03 · team or function lead

Team AI Capability

You ran the AI day. The energy faded. People are using models privately and inconsistently, and no one is sure what good looks like. A practical engagement that turns private AI use into shared standards in your real work, inside about six weeks.

~6 weeks · team rules · review cadence
04 · one senior person

Consilium · a personal practice

A private thinking practice for forming a point of view you can defend. One question, a panel of advisors that pushes back, one paragraph worth defending. About fifteen minutes a rep. Useful when the question is "how do I sharpen my own judgement", not "what should we redesign at work".

solo · from $39/mo · 14-day trial
specialist engagements that follow the build

Two focused engagements for once the strategy is settled.

For most clients these come after the flagship build. Some clients run them as focused standalones, when their strategy is clear but the data or the L&D operating model is not.

specialist 01 · CHRO + Head of People Analytics

Workforce Data Strategy

Replace dashboards leadership has stopped trusting with workforce data they will. We audit what is there, design the small set of capability signals that actually predict performance, and run a pilot your People Analytics team can own.

~12 weeks plus pilot window
specialist 02 · Senior L&D + CTO/CIO

AI for L&D Operations

Take the routine, repetitive work off your L&D team, safely. Two to four well-designed AI tools handle the coordination, intake, and admin work, with clear oversight points and an off-switch, so the function can do the strategic work it is meant to.

~12 weeks plus measurement window
how the practice runs

What you should expect.

6 wksTypical diagnostic before any larger build is committed.
2Active client builds at a time, so the work stays principal-led.
Q3 26Currently booking flagship work; discovery and sparring open sooner.
1Page that says who we are not for, written before any sales call.