Keryx Labs · v1 systems live in production

Architecting intelligent systems for the AI era.

Keryx Labs designs and delivers data, AI, and intelligent automation systems for organisations navigating the next generation of enterprise technology.

100%decisions signed & replayable
p99 ≤ 150 msdecision-path target
6 yraudit retention by design
live · decision topology healthy
decisions / s
14.2k
p99 latency
142ms
drift
0.03
What Keryx does

Three integrated pillars. One systems company.

Products informed by real engineering. Engineering informed by real product building. The boundary between them is intentionally narrow.

01 — Data transformation

Modern data & AI architecture.

An end-to-end reference architecture for the regulated enterprise — open lakehouse, data products, governance, AI platform, decisioning and audit, engineered as one coherent system.

  • Open lakehouse · Iceberg · multi-engine
  • Data products · catalog · contracts
  • Governance · tenancy · audit by default
/platformRead more →
02 — AI value realisation

AI systems & agents.

Agentic workflows, enterprise AI tooling, operational copilots, retrieval systems, and intelligent automation — built for production, not for demos.

  • Agent orchestration · MCP
  • RAG · evals · observability
  • HITL · approval · escalation
/solutionsRead more →
03 — Labs

Applied products & labs.

Internal products, experimental systems, accelerators, and AI-native applications built inside Keryx Labs and applied to client engagements.

  • Eyrie · AI-powered personal finance
  • MCP integrations · open source
  • Workflow systems · accelerators
Selected work

Reference architectures, not case studies.

All engagements
The Keryx Method

Strategy to value, in three coherent motions.

A vendor-agnostic transformation method — from strategy and value, through platform delivery, to people and organisation adoption. Eighteen capabilities, three phases, one centre of excellence binding it together.

Read the Method
01
Strategy & Value
align intent · prove value · agree the case
02
Platform Delivery
architect · migrate · govern · operate
03
People & Adoption
skills · communities · operating cadence
From pilot to production

Ninety days. Three phases. One operating system for decisions.

We work the way enterprise IT actually works — through your existing risk function, your existing data estate, and your existing approval gates.

01 — Days 0–30

Define the decision

We pick one decision your business actually makes — credit, claims, KYC, suitability — and define its acceptance test with your risk function before any model is built.

02 — Days 30–60

Build native, deploy isolated

The architecture deploys into your environment, tenant-isolated, on open formats. Your data never leaves. Your existing IAM, lineage and observability stack are reused, not replaced.

03 — Days 60–90

Production with audit trail

Decisions go live with sub-150 ms p99, every output signed and replayable. Drift monitoring and HITL approval flows operational from day one.

What we believe

AI is the new operational layer of the enterprise — and the systems that run it should be engineered, not assembled.

— Keryx operating philosophy · v1
01

AI changes operational software fundamentally.

Software that decides is different in kind from software that records. The architecture, governance and operating model all have to follow.

02

Data systems become decision systems.

The architecture is the product. Open lakehouse, data products and decisioning are one coherent estate — analytics and operations stop being separate worlds.

03

Governance becomes architectural.

You cannot govern what you cannot trace. Lineage, tenancy and approval are first-class citizens in our designs, not paperwork bolted on after.

04

Agents become execution layers.

The future of operational software is agentic — orchestrated, observable, accountable. We build that layer for organisations that need to defend it.

90 days
Pilot to production
142 ms
P99 decision latency
£32B
Decisions governed
99.97%
SLA delivered, 12 mo
Working sessions, not sales calls

Bring us a decision your business depends on.

Ninety minutes with our founding team. We'll walk through the architecture in your environment, with your data shape and your risk function in the room. No slideware, no follow-up sequence — just whether this is real for you.