The Library · Methodology Airframe · 2026 Published 04.22.2026
Platform methodology · Vol. 01

How Airframe works.

Know-how, private data, tooling, delivered by humans. Four pillars composed into one operating system for AI transformation, calibrated to your context.

By Airframe Research Source Registry snapshot · 04.22.2026 Vendor $ 0
Figure A · The four pillars Fig.A
17,000+ Tools tracked AI products in the registry · 04.22.2026
114,000+ Deployment case studies Peer outcomes · aggregated, non-attributable
143,000+ Organizations mapped Buyers, sellers, deployers
0 Vendor sponsorships Privately underwritten · no money taken
In one paragraph

Airframe is infrastructure for AI transformation, not a quarterly report. Four pillars: the graph of what peers actually built, a private data room for your context, tooling that connects agents to your real environment, and engineers who stay until production.

On this page
  1. 01 Know-how: the playbook, from the graph
  2. 02 Private data: your room, securely ingested
  3. 03 Tooling: Research, Registry, Renewals, Transformation, Context
  4. 04 Humans: senior operators
01Pillar · Know-how

The playbook, from the graph.

The Airframe graph is built continuously from 1,425 mapped companies, 143,000+ organizations, and 17,000+ tools tracked. It records which tools actually reached production, in which teams, and what happened next. Most research in this space is vendor-funded or consultant-gated; the graph is neither, with 0 vendor sponsorships and no category rankings for sale.

  • SurfacesBest-practice briefings · peer deployment patterns · category fracture signals
  • RefreshContinuous · live Register of 1,425 companies, mapped 1974–2026
  • Sponsorship0 vendor $ · privately underwritten · no sales relationship distorts the map
Figure 01 · Vendor graph excerpt Code-copilot cluster
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The only way to know what works is to watch what peers actually shipped. Not what the vendor said. Not what the analyst ranked.

Airframe Research · Principle 01
02Pillar · Private data

Your room, securely ingested.

Every organization's context is different: integrations, contracts, policies, invoices, renewal dates, team topology, procurement thresholds. Everything Airframe learns about your organization lives in Context, your private data room. Yours, revocable, never resold. Every research query, vendor comparison, transformation brief, and finance report is calibrated against your real situation, not a generic benchmark.

  • IngestSSO directory · contracts · expense ledger · usage exports · Slack/email signals (optional)
  • IsolationPer-tenant context · encrypted at rest · no cross-customer inference, ever
  • ControlRevoke any source, any time · audit log of every read · SOC 2-ready stack
Figure 02 · Ingest layer Per-tenant
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Generic benchmarks don't survive contact with your chart of accounts. The answer has to be calibrated to you, or it's just a slide.

Airframe Research · Principle 02
03Pillar · Tooling

Five surfaces, one operating system.

The tooling pillar lands as five customer-facing surfaces that share the same graph and the same private data room, so the work compounds rather than restarts every quarter. Research is where teams analyze options before they buy, the corpus and decision intel built off the live registry. Registry is the working system of record across every AI tool deployed inside the org. Renewals is the lifecycle layer: what to keep, retire, or renegotiate before auto-renewal fires. Transformation is the peer-grounded plan, scorecards, and owners, sequenced against what other teams actually shipped. Context is the ambient workspace layer, Airframe inside Claude, ChatGPT, Cursor, and Windsurf, so the answer arrives where the question already lives.

  • ResearchThe corpus and decision intel · how peers analyze options before they buy
  • RegistryThe company's working stack of record · every AI tool deployed, owned, and observed
  • RenewalsLifecycle layer · what is coming up, what to keep, what to retire, what to renegotiate
  • TransformationPeer-grounded plan · scorecards, owners, the actual program
  • ContextAmbient workspace · Airframe inside the tools the team already uses
Figure 03 · Tooling surfaces 5 surfaces
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Boring is the only way agent deployment becomes durable. Shadow IT dies the first time someone in finance reorganizes the chart of accounts.

Airframe Research · Principle 03
04Pillar · Humans

Senior operators.

Intelligence without execution is a slide deck. Every engagement includes senior operators from Airframe who use the agents and the graph to get change management across the line. They map deployments to workflow, run the rollout conversations, embed with finance on AI vendor spend and build-versus-buy decisions, with procurement on contracts, and with the program leads driving the deployment. They don't leave until it works in production.

  • RoleEmbedded on the deployment side, not a consultant, not a CSM
  • OwnershipEnd-to-end rollout · stack + workflow + change management
  • ExitOnly after agents are in production, not in a slide
Figure 04 · Engagement arc Briefing → Transformation
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Intelligence without execution is a slide deck. The senior operator does not leave until the agents are in production, the registry is held by a named owner, and the workflow has crossed the floor.

Airframe Research · Principle 04

Four pillars. One system of record for AI.

The founding cohort of technology leaders is building now. Upload your stack free, get the long-tail savings and the calibrated brief, and operate on the same registry finance and procurement are using.

Airframe · 2026 Privately underwritten. No vendor money, no sponsored research, no paid placement.
Registry 17,000+ tools · 114,000+ case studies · 1,425 vendors, 1974–2026.
Vendor conflicts Zero. The subscription is paid the same regardless of which tool the registry recommends.