LABARNA
TALK TO RAI
LABARNA / AI & DEVELOPMENT ACROSS 21 INDUSTRIES

LABARNA AI.One intelligence.
Built around your business.

Your systems, information and specialist agents, connected through our sovereign engine. From complete technology builds to AI inside your existing operation, Labarna brings the capabilities together around what you want to achieve.

21 industries. Up to 300 coordinated agents. Your rules.

EXPLORE LABARNA AI TALK TO RAI
01 / THE STORY BEHIND LABARNABUILT BY TFSF VENTURES

YEARS IN
THE MAKING.

LABARNA AI
DRIVEN BY OUR
SOVEREIGN ENGINE
LABARNA AI / ENGINEERED AS ONEFROM OUR FOUNDATION TO YOUR BUSINESS

Intelligence,
made operational.

Four years of building companies, production systems and proprietary infrastructure. Now, one intelligence to create your technology and coordinate the work inside it.

ONE ARCHITECTURE. WORKING TOGETHER.
Years of engineering.
Now, your next 30 days.EXPLORE WHAT WE CAN BUILD
02 / THE LABARNA ADVANTAGEYOUR AMBITION. OUR FOUNDATION.

30 days to build.
60 days to market.

A complete business platform.
Engineered around your company.

Applications, workflows, integrations and coordinated AI. From the experience your customers use to the operation behind it.

Enterprise ambition.
A fraction of the cost.

Our sovereign engine, architecture and specialist intelligence already exist. A ground-up build has to develop those foundations; packaged software starts with a vendor’s product. We build on our own technology, focusing your investment on a system engineered around your business.

We build and validate your agreed scope in the first 30 days. Your team then uses the platform as we refine it through real feedback and prepare it for market by day 60.

THE BUILD, IN WRITING.PROJECT ATLAS / 58 PAGES

Explore the scope, schedule and acceptance criteria of a planned enterprise engagement: a production pilot on day 30, followed by live refinement and code handover on day 56.

Ghost Architecture. Shared with client permission. Client name, building numbers and unit counts modified; identifying details redacted. Privacy notice opens first.

Your custom platform belongs to you. Source code and deployment materials are handed over under your agreement. Labarna’s sovereign engine remains a connected intelligence service.

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The 30-day build and 60-day market milestones are agreed against scope, readiness, access and approvals. Wider rollout and migration follow the project’s deployment plan.

03 / SEE THE POSSIBILITIESA FEW EXAMPLES. ACROSS 21 INDUSTRIES.

Different industries.
The same depth of ambition.

Three windows into what we build.
Explore the complete platforms.

NORTHSTAR is a client-authorized demonstration presented under a separate identity. Construction, property management and the guided examples use sample records to illustrate selected capabilities and workflows.

What could a connected platform look like for your business?

EXPLORE YOUR IDEA WITH RAI
04 / LABARNA AIUP TO 300 AGENTS. ONE COORDINATED INTELLIGENCE.

SPECIALIST
INTELLIGENCE.Working as one.

Up to 300 specialist agents work together around your business. They investigate, reason, challenge and coordinate the work, connected by Labarna’s sovereign engine.

Follow how one objective moves through that intelligence.

ONE OBJECTIVE. CONNECTED SPECIALISTS.

Explore the intelligence.

300 agents6 specialist pools
Guided tour · overview

One illustrative workflow. Select a pool to move closer; select an agent to see its contribution.

ILLUSTRATIVE WORKFLOW · A MARKET LAUNCH

Your authority, throughout. You set the access and approval rules. Reviewed outcomes inform the next task. The mix of agents is shaped around your work, across 21 industries.

Explore your business with RAI
05 / THE SOVEREIGN PROTOCOLINTELLIGENCE, MEET COMMERCE.

THE FUTURE
OF COMMERCE.Governed by you.

Your agents coordinate the work.
The Sovereign Protocol governs what happens when that work involves money.

REAP governs autonomous payments. ADRE handles disputes. SLPI brings federated learning to decisions throughout the process.

ONE CONNECTED FRAMEWORKExplore the protocols

AN ILLUSTRATIVE AGENT PAYMENT

One payment. Every step connected.

Illustrative transaction. No live funds.

PAY-0042

AED12,000

Equipment maintenance

A1 PROCUREMENT AGENT A-01

Counterparty connected

01 / REAP · DISCOVERY

Find the right counterparty.

A-01 connects with a supplier agent and agrees the maintenance service, price and delivery terms. The request then enters REAP authorization.

01 / 06
Payment details

REAP discovery lets agents find services, identify counterparties, negotiate terms and establish communication across organizations. In this illustration, A-01 connects with an authorized supplier agent for quarterly equipment maintenance. They agree the service, delivery conditions and AED 12,000 price before PAY-0042 enters authorization.

Payment request
PAY-0042 · AED 12,000
Counterparty
Authorized supplier agent
Agreed service
Quarterly equipment maintenance

Your authority, throughout.Finding a counterparty and agreeing terms does not authorize spending. A-01 must stay within its mandate, and PAY-0042 must pass the organization’s payment policies before funds move.

One commercial relationship.
Accountability, all the way through.

Explore the possibilities with RAI Read the protocol papers
06 / AISCO · INCLUDED IN EVERY BUILD

YOUR NEXT CUSTOMER
is asking AI.

People discover companies through ChatGPT, Claude, Gemini, Perplexity and AI-powered search. Your business needs to be part of that conversation.

AISCO helps AI search find, understand and surface your business with relevant, fresh public information—updated every day. The purpose is commercial: more visibility, better-informed prospects and more opportunities to win business.

01

Be found beyond traditional search.

Build your visibility where customers ask AI to find providers, compare options and make decisions.

02

Stay relevant. Every day.

Your services, capabilities and latest developments stay current, so AI search can find information that reflects your business today.

03

A $15,000 monthly service. Included.

We include AISCO in every Labarna build because your platform’s success depends on customers being able to discover your business.

A powerful platform deserves to be discovered.

TALK TO RAI ABOUT AISCO
07 / OWNERSHIP & CONFIDENCEYOUR BRAND. YOUR CONTROL.

BUILT BY
LABARNA.
Owned by you.

Ghost Architecture means we build behind your brand. Your custom platform belongs to you, with deployment and access arranged around your business.

Watch the Ghost Architecture film
OWNERSHIP

The build belongs to you.

The custom source code, integrations and deployment materials we create for you belong to your business.

CONTROL

Your team sets the rules.

You control access, permissions and the decisions that require human approval.

CONFIDENTIALITY

Your work stays private.

Client identities and live systems stay confidential. We share demonstrations only with client approval, using separate identities and sample data.

SECURITY / OUR MANAGED PLATFORMCONFIDENCE, ENGINEERED.

PRIVATE BY DESIGN.Control, built in.

Your platform runs on infrastructure we own and manage. Verified access, private client records and a tested recovery process are part of the environment.

Architectural illustration of private computing infrastructure in silver and jade glass, with a separate recovery module.
PRIVATE INFRASTRUCTURE. CONNECTED SAFEGUARDS.ILLUSTRATIVE VIEW

01 / ACCESS

Access checked.
Exposure limited.

Your databases, AI processing and administration tools run inside a private, encrypted network. Only approved entry points are public. Administrative access requires verified credentials.

Explore the safeguards
Private network
Your databases, AI processing and administration systems operate inside a private, encrypted network. Only approved entry points are public.
Traffic protection
Application filtering screens incoming requests. DDoS protection helps limit traffic intended to overwhelm the service, while rate limits restrict how quickly requests can arrive.
Verified administration
Cryptographic keys act as digital credentials instead of server passwords. Direct root login, which grants unrestricted server control, is disabled. Management consoles require multifactor authentication—an extra identity check. Credentials stay in an encrypted vault.

02 / DATA

Your information.
Kept separate.

Database access policies separate each client’s records. Encryption protects storage, database connections and sensitive information within those records.

Explore the safeguards
Client isolation
Database-level access policies restrict each client to its own records. Other clients’ information stays outside that permitted access.
TLS: protection while data moves
TLS means Transport Layer Security. It protects information travelling between the application and database. A secure TLS setup validates the server’s certificate and hostname, establishes session keys, then encrypts traffic and checks it for tampering.
Encryption for stored information
Full-disk encryption protects storage. Field-level encryption protects sensitive values within records, and backup copies are encrypted separately. These controls protect stored information; TLS protects information in transit.
Protection beyond the connection
TLS alone cannot protect a compromised device or account. Access controls, security updates, monitoring and recovery measures address different risks. No single layer prevents every breach.

03 / OVERSIGHT

Activity recorded.
Changes traceable.

Monitoring, audit logs and alerts help our team investigate unusual activity. Software is checked for exposed credentials and known vulnerabilities before release.

Explore the safeguards
Monitoring & audit trails
Activity logs provide a record of what happened. Round-the-clock monitoring, alerts and file-integrity checks help identify unusual activity or unexpected file changes so the team can investigate.
Controlled software releases
Automated scans look for exposed passwords or keys and known security weaknesses before software is released. Exposed credentials are replaced to invalidate compromised access.
Direct infrastructure control
We own and manage the hardware, code repositories and deployment systems in our managed environment, giving us direct control over access, configuration and changes.

04 / RECOVERY

Protected copies.
A path back.

Encrypted daily backups and separate off-site copies support recovery. Tested restoration and retained database history provide a way back from an unwanted change.

Explore the safeguards
Daily & off-site backups
Encrypted copies are made daily, with additional copies held at a separate location and earlier versions retained. Recovery does not depend on a single live copy.
Tested restoration
Restoration is tested so the process of bringing data back has been exercised before it is needed.
Point-in-time recovery
The database can be restored to an earlier point within its retained recovery history, helping recover from an unwanted change.
08 / YOUR NEXT MOVEYOUR AMBITION. OUR NEXT CONVERSATION.

THE FOUNDATION IS BUILT.Put it to work.

Build on years of engineering—with a custom platform you own,
or AI connected to the systems you already run.

RAILABARNA’S CONVERSATIONAL INTELLIGENCE

What would you like to make possible?

Your starting point goes with you. RAI takes the conversation from there.

Talk to RAI to explore the possibilities for your company
and connect with our team.

Your brand. Your source code. Your team in control.

Prefer to talk to the team?