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AI ADVOCACY BY SOVINA · POWERED BY SOVRENIX

Agentic AI, built with you. Running on your premises.

AI Advocacy is how Sovina takes agentic AI from idea to production. The Sovrenix team works inside your organisation to design, build and run agentic AI flows on your own infrastructure. The Sovrenix platform turns your systems and data into governed agent tools, and every flow runs on Axon, inside your perimeter.

sovrenix · profile / infer / run
$ sovrenix profile --source claims_db
profile 48 tables · 612 columns · domain: claims
infer 14 MCP tools derived · 3 need review
flow claims-triage · 4 agents · 2 gates
gate payout > 50k · adjuster approves
● runtime: axon · model on local GPUs
● outbound connections: 0
$
On-prem
every flow is built and run on your infrastructure
Co-built
by Sovrenix engineers alongside your team, then handed over
Zero
data egress: your data and models never leave
THE GAP

Most agentic AI never leaves the pilot.

Agents are only useful when they can safely reach real systems and real data. In regulated organisations that data cannot go to a cloud agent platform, and internal teams rarely have the time to hand-build tools, guardrails and approval steps for every workflow.

CLOUD AGENTSRequire sending your data and credentials to an external service.
DIY FRAMEWORKSEvery tool hand-written, no approval gates, no audit, no one to run it.
ADVISORY ONLYStrategy documents and demos, but nothing running in production.

AI Advocacy delivers working, governed agent flows on your premises, built with the people who will use them.

AI ADVOCACY · HOW WE WORK

Your advocates for agentic AI, from first workshop to production.

A Sovrenix team works on-site with your business owners, IT and risk teams. We pick the workflows, build the flows on your infrastructure, and stay until your team can run them.

01 · DISCOVER
Pick the workflows

Workshops with process owners to find the flows with the clearest value, the data they need and the risks involved.

02 · PROFILE
Understand your data

The Semantic Profiler reads the schemas and documents of each source system, on your network, and maps them to your domain.

03 · BUILD
Generate tools, compose flows

The Domain Inference Engine derives the MCP tools. Our engineers compose them into agent flows with your approval steps.

04 · PROVE
Pilot in a sandbox

Flows run on masked or synthetic data with people approving each step, and are measured against agreed acceptance criteria.

05 · RUN
Go live and hand over

Production release under Cesios governance, runbooks and training for your team, and ongoing support as new flows are added.

THE SOVRENIX PLATFORM

From your schemas to governed agents. On Axon, inside your perimeter.

YOUR SYSTEMS
Databases
Oracle · SQL Server · Postgres
Applications
ERP · core · case systems
Documents
SharePoint · file shares
Standards
FHIR R4 · OMOP · APIs
Read through least-privilege service accounts
Sovrenix
01Semantic Profiler reads schemas, data and documents 02Domain Inference Engine derives tools from the schema and your domain 03Tool Catalogue of generated, versioned MCP servers 04Flow runtime with multi-agent hand-off and approval gates
RUNS ON AXON · GOVERNED BY CESIOS
AGENT FLOWS
● Triage and routing● Drafting ● Document checks● Reconciliation ● Investigations● Reporting ● Data questions● Case hand-off
A person approves every high-risk step
WHAT MAKES SOVRENIX DIFFERENT

Tools are derived from your data, not hand-written.

In most agent projects, engineers write every tool by hand, and the tools drift as systems change. In Sovrenix, MCP tool definitions are outputs of the Domain Inference Engine, derived from your schema and a declaration of your domain. Change the schema and the tools are regenerated, reviewed and versioned.

# domain declaration
domain: healthcare · model: OMOP CDM v5.4
identity: patient_token # never raw identifiers
# derived by the Domain Inference Engine
tool cohort.count(condition, period)
tool encounter.summary(patient_token)
tool medication.history(patient_token)
gate any write → clinician approval
CORE CAPABILITIES

Everything an agent flow needs to reach production.

Semantic Profiler

Profiles tables, columns, documents and relationships and maps them to business meaning.

Domain Inference Engine

Derives MCP tools from the schema and domain declaration, with read and write scopes.

Tool Catalogue

Generated MCP servers, reviewed, versioned and published to the flows that may use them.

Agent flows

Multi-agent flows with hand-offs, escalation, retries and scheduled or event triggers.

Human-in-the-loop gates

Approval steps on any high-risk action, with thresholds you set per flow.

Sandbox and evaluation

Test flows on masked or synthetic data and score them against acceptance criteria.

Versions and rollback

Prompts, tools and guardrails are versioned, compared side by side and rolled back in one step.

Full audit trail

Every prompt, tool call and approval is logged and can be sent to your SIEM.

WHAT AN AI ADVOCACY ENGAGEMENT DELIVERS

Working flows, and a team that can run them.

IN PRODUCTION
Agent flows on your infrastructure
The agreed flows running on Axon, connected to your systems, with approval gates in place.
REUSABLE
Your own tool catalogue
Generated MCP tools for each connected system, ready for the next flow and the one after.
MEASURED
Evaluation reports
Pilot results against the acceptance criteria agreed with your business owners.
GOVERNED
Policies and evidence
Cesios policies for each flow and the audit evidence your risk and compliance teams need.
TRANSFERRED
Runbooks and training
Operations runbooks and hands-on training so your team can run and extend the flows.
SUPPORTED
Ongoing support
Support against defined service levels, and a roadmap for the next flows.
WHERE TO START

Flows we build for regulated industries.

Browse the agent catalogue →
Government and public services Defence and security Justice, courts and legal Banking and financial services Insurance and takaful Healthcare Aviation and aerospace Energy, oil and gas Power and water utilities Education and research Telecommunications Enterprise and professional services
SOVEREIGN BY DESIGN

Agents that never leave home.

ON-PREM OR AIR-GAPPED
Built on Axon

Models run on your GPUs through Axon. Sovrenix and every agent flow sit on top, with no dependency on a cloud service.

Least privilege by default

Generated tools are read-only unless a write scope is approved, and each flow sees only the tools it needs.

Governed by Cesios

Policies redact, block or flag in real time, and every agent session and tool call is recorded for audit.

AI Advocacy engagements are delivered by Sovina with the Sovrenix engineering team, on-site, wherever our customers operate.

CONTACT

Ready when you are.

Tell us what you are building and which product you are interested in. We reply within one business day.

EMAIL
sales@sovina.ae
ABU DHABI, UAE
Addax Office Tower, 5206
Al Rayfah St, Al Reem Island, RT3
Abu Dhabi, United Arab Emirates
BOSTON, USA
145 Tremont Street, Ste 201-1667
Boston, MA 02111
+1 214 272-2762
HYDERABAD, INDIA
301, Sai Galaxy, 12-5-55/3 Vijayapuri
Secunderabad, Telangana 500017, India
+91 709 350-5014
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