Spinor Labs · Enterprise services
Enterprise AI agents,
engineered for operations that compound.
We partner with operating leaders to design, deploy, and run AI agents in production — on your infrastructure, against your data.
01.5 — The foundation
Data that’s ready.
Agents that govern themselves.
Every Spinor engagement begins here. Before an agent can reason reliably, the data beneath it must meet four properties. This is the foundation every deployment is built on.
Discoverable
Know what data you hold, where it lives, and who can access it.
Prerequisite for every agent deployment. Leads to auditable operations and improved customer experiences.
Accessible
Surface insights to the right stakeholders without requiring specialist extraction.
Eliminates silos. Enables cross-team decisions at the speed of the operation.
Trusted
Data security, confidentiality, and privacy enforced at the pipeline level.
Employees use data more when they trust it. Higher productivity, lower turnover, agents that don’t get shadow-banned by the ops team.
Actionable
Trusted data converted into decisions — new products, new revenue, untapped market opportunities.
The compounding return on everything above.
All data flows through WaveMaker — indexed, governed, and ready for agent consumption at any class.
02 — Capabilities
The firm gets you there. The platform keeps you there.
Agent Lab is the enterprise AI agent platform built on ALOFT — six agent classes, a qualification framework, and a registry built for production, not demos. The consulting engagement is how you get there. The platform is how you stay there.
Explore the platform at spinorlabs.io03 — The framework
Five stages. Every agent knows their position.
ALOFT — Audit · Learn · Operate · Fortify · Transform. Each stage has a contract: how the agent is qualified, deployed, monitored, and retired. Open source, Apache 2.0.
Curation
Define and qualify use cases. Filter by operational impact, not technical novelty.
Staging
Test, certify, and version agents against synthetic and live replays before they touch a customer.
Deployment
Publish to an enterprise registry with full lineage, scope, and rollback contract attached.
Operation
Monitor, self-heal, cost-track. Detect drift and intervene before a human notices something is off.
Generalisation
Reuse, adapt, and compound proven agents across the rest of the organisation.
06 — Engagement model
A senior partner. Your accountable executive. One team that doesn’t leave.
We work the way the firms our clients trust have worked for decades — small senior teams, engineers who embed rather than advise, and one partner accountable from SoW to go-live. Tuned for AI agents in production.
Implementation
Joint delivery. A senior partner pairs with your accountable executive. Engineers embed; no offshore relay. Six- to twelve-week sprints.
Bring your own infra
Agent Lab deploys into AWS, Azure, GCP, OCI, or on-prem behind your existing controls. BYOK encryption, BYOA model selection, full data residency. Nothing leaves your perimeter.
Global deployment
Five hubs — Chennai, San Francisco, Singapore, London, Dubai. Follow-the-sun coverage. The agent that ran your APAC close supports your London ops floor at 03:00 GMT.
Hyper-care
First 90 days, dedicated reliability engineer on rotation. Daily drift review, weekly partner-level read-out. SLA: 15-minute P1 response, 99.95% uptime.
Field data · Spinor Labs engagements · 2024–2025
Deployment models
Three ways to run.
Same platform, same agents. The choice is where the workload runs and who operates it.
Managed
Most chosenSpinor’s certified cloud. Fastest path to production, with our reliability team on rotation.
Dedicated tenant
Single-tenant deployment in your VPC. Air-gapped option. Compliance posture inherited from your environment.
Self-hosted
Full installation under your operations team. Spinor delivers, you run. Common for defence, central banks, sovereign data.
Three roles on every engagement. No exceptions.
Every Spinor engagement is staffed by three senior partners — operating, reliability, and trust. Names are withheld until contract; backgrounds are not.
Operating partner
Former enterprise architect at a Fortune 100 infrastructure operator. Led a $400M platform modernisation programme.
Reliability lead
SRE leadership at hyperscale messaging infrastructure. Built drift-detection systems for sub-second financial workflows.
Trust & compliance
Big-four audit background. Stood up SOC 2, ISO 27001, and ISO 42001 programmes for AI-first companies.
Ready for the conversation that gets past proofs of concept?
Typically responds within one business day.