Agent-ready data.
AI agents you can trust.
SHVX makes your enterprise data agent-ready, builds the agents on top, and keeps both accurate, secure and cost-controlled long after go-live.
Agent-ready data, kept ready for the life of every agent.
Agent-Ready Data
Data engineering for agentic AIIngest, structure and enrich documents of any quality, language or size into verified knowledge.
Agent-Ready Data →Agent Engineering
Agents and hyper-automations, built and integratedAgents and automations built on your data and integrated with the systems you already run.
Agent Engineering →Agent Assurance
Continuous testing for AI agents and their dataContinuous testing of your data, retrieval and agents, so accuracy is measured on every release, not assumed.
Agent Assurance →Agent Operations
Production care for AI agents and data pipelinesMonitoring and fixes for every data pipeline, bot and agent in production, so data stays fresh and agents stay right.
Agent Operations →Pilots are easy. Production is the hard part.
The data isn't ready
Scans, regional languages and archives too large to trust. Agents are only as good as what they can read.
Trust isn't proven
The agent passed the demo, but nobody can show it is accurate, safe and acting within its permissions.
Day 100 is nobody's job
A screen changes, a policy updates, a model shifts. Agents fail quietly unless someone is watching.
Three answers every AI project needs before it goes live
Accuracy you can measure
Targets agreed up front, scored on every batch and release, cross-checked across multiple LLMs.
Security you can sign off on
Data routed by sensitivity, red-team tested before go-live, every call logged for audit.
Costs you can forecast
Each task routed to the smallest model that meets the bar, with outcomes tracked after go-live.
Industries where documents carry risk
Compliance & regulatory intelligence
From long, changing regulations to tracked obligations, controls and owners.
- Regulatory change management
- Obligation-to-control mapping
- Compliance agents with cited answers
Delivered: GRC platform for global businesses
Compliance & regulatory intelligence →Insurance
Messy claims and underwriting documents, turned into traceable decisions.
- Claims intake, triage and processing
- Underwriting and policy wording intelligence
- Leakage and fraud signals for review
Now: ingestion pipeline in pilot with an insurer, plus a claims-document pilot
Insurance →Production platforms we have delivered
The same data discipline, proven beyond our focus industries.
Patient engagement
Connecting a patient engagement platform to NHS systems and private insurers, each with its own codes, guidelines and formats.
A structured reference layer of NHS guidelines and clinical and insurance codes, plus insurer integrations that process payment confirmations automatically.
More patients seen per doctor, higher patient satisfaction, and insurance payments confirmed faster and more accurately.
Resource & utilization intelligence
Years of project delivery data that had never been mapped to people, skills, cost or revenue.
One data model linking allocation, utilization, cost and revenue, so every planning decision shows its margin impact.
Higher margins, better utilization and higher client satisfaction.
Vulnerability risk management
Vulnerability data spread across multiple providers in different formats, with no single view of which devices were exposed.
Automated sourcing from multiple providers, with every advisory normalized and mapped to the device inventory.
Timely remediation and reduced exposure of customer data and business IP.
Agent-ready data is never a one-time project
New documents arrive, regulations change and models shift. We start by making your data agent-ready, build agents on it, then keep data and agents ready together.
Begin with an agent readiness assessment
A fixed-fee review of your data, security posture and AI costs, with a pilot plan you keep either way.