A failed AI project. A seven-figure bill.
The Financial Times reported $1.8m in total spending on an unsuccessful Amazon AI project. That is total project spending. Amazon described the reported cases as isolated.
Read the FT report LABARNA / AI & DEVELOPMENT ACROSS 21 INDUSTRIES
LABARNA AI.One intelligence.
Built around your business.
Labarna designs, builds and operates custom business software. Launch a platform you own, or connect specialist AI agents to the systems your company already uses. Your applications, workflows and integrations, built around your business.
For founders and established teams across 21 industries. Your brand. Your rules.
01 / THE STORY BEHIND LABARNABUILT BY TFSF VENTURES
YEARS IN
THE MAKING.
LABARNA AIDRIVEN BY OUR
SOVEREIGN ENGINE
LABARNA AI / ENGINEERED AS ONEFROM OUR FOUNDATION TO YOUR BUSINESS
Intelligence,
made operational.
Four years of production engineering, ready for your business. Build a new platform, or connect AI to the software you already run—bringing data, tasks and approvals together while retaining the systems that work for your team.
Now, your next 30 days.
02 / THE LABARNA EXPLAINERFROM THE IDEA. TO EVERY DAY AFTER.
Engineered
to survive.
A working demo is the beginning.
Your business needs what comes next.
We build the platform, connect your systems and operate the AI behind it. See what it takes to keep your business running beyond launch.
Press Play to watch the film.
Open video directlyThe film’s delivery milestones apply to your agreed scope, with the required access, inputs and approvals in place. See how the build is agreed ↓
The cost of getting it wrong.
Real businesses. Published accounts.
The bill goes beyond the subscription.
The work continues. After launch.
New Relic and Hanover surveyed 200 U.S. tech decision-makers. 86% reported more time spent by senior engineers fixing code over the previous 12 months. That is a share of respondents.
Read the studySeconds to delete. Days to recover.
PocketOS says an AI agent deleted its production database in nine seconds. Normal access took 60 hours to restore. Accounts and bookings were ultimately recovered.
Read the company accountFROM THE IDEA TO DELIVERY
Explore the 30-day build Your business.
A clear plan to build.
03 / THE LABARNA ADVANTAGEYOUR BUSINESS. OUR ENGINEERING.
30 days to build.
60 days to market.
A business platform.
Engineered around your company.
Your priorities.
A defined plan.
Together, we agree what the platform needs to do, how it fits your business and what successful delivery looks like.
Your statement of work sets the scope, access, inputs, approvals and start date for the 30-day build. We build and validate that scope, then refine it with your team’s feedback toward the agreed day-60 market milestone. Integrations, migration and wider rollout follow your project’s deployment plan.
Project Atlas is a live client platform. Explore its actual statement of work, shared with permission under Ghost Architecture: the agreed scope, day-30 production pilot, day-56 code handover and acceptance criteria.
Ghost Architecture. Shared with client permission. Client name, building numbers and unit counts modified; identifying details redacted. Privacy notice opens first.
You own the custom build after full payment. Labarna runs the engine and agent coordination as an ongoing service. Your statement of work defines build and service fees, model usage, hosting, support and service levels. Scope or dependency changes can affect timing. You can also use your own model API keys, without Labarna’s engine regulating usage. See ownership and control ↓Explore your build with RAI
04 / 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.
1:52The entire financial
operation, connected.
From customer onboarding to payments, agent coordination and the ledger.
Watch NorthstarClient-authorized demonstration / simulation
3:03From the job site
to the bigger picture.
Project delivery, site crews, materials, cost control and savings tracking.
Watch RimalClient-authorized demonstration / simulation
1:59The portfolio.
And everything inside it.
Ownership, leasing, resident journeys, maintenance and financial performance.
Watch DarahClient-authorized demonstration / simulation
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 RAI05 / SOVEREIGN AIINTELLIGENCE, WITH AUTHORITY.
OUR SOVEREIGN AI.Many minds.
One intelligence.
Labarna’s sovereign AI brings specialist intelligence together around your business. Our proprietary engine connects agents, AI model capabilities and your systems—with the coordination, authority and protection needed to put that intelligence to work.
One intelligence, woven around your business.
01 / SOVEREIGN AI
A sovereign intelligence.Built to operate.
Our engine brings specialist agents, decision logic, business context and connected systems into one operating intelligence. Labarna’s own architecture and controls work with licensed AI model capabilities, shaped around your business.
What makes it ours
- Our foundation
- The engine, orchestration, decision logic and reusable controls are Labarna’s proprietary technology.
- Connected capabilities
- Licensed models and authorized integrations extend the intelligence available to your operation.
02 / COORDINATION
Different expertise.One coordinated outcome.
Specialist agents investigate, plan, reason and review together. The engine coordinates their work and shared context across your workflows, so the right specialist can contribute at the right moment.
How the work connects
- Purposeful collaboration
- Research, Planning, Operations, Finance, Customer and Review contribute different expertise.
- Connected work
- Agents work through the systems and integrations agreed for your business, with reviewed outcomes informing what happens next.
03 / AUTHORITY
Intelligence at work.Authority stays with you.
You set the objectives, access permissions and decisions that require human approval. The engine coordinates work within those boundaries, with review, escalation and override controls shaped around your operation.
Where you stay in control
- Defined permissions
- People and agents receive the access needed for their agreed responsibilities.
- Human authority
- Approval checkpoints and escalation paths keep consequential decisions under the control defined in your scope.
04 / PROTECTION
Protected information.A resilient operation.
In our managed environment, verified access, separated client records and encryption protect the operation. Monitoring and audit trails help identify unusual activity. Encrypted backups and tested restoration support a path back.
Explore the safeguards
- Access and information
- Approved entry points, verified administration and database policies control access. Encryption protects stored information and database connections.
- Oversight and recovery
- Monitoring and recorded activity support investigation. Daily encrypted backups, separate off-site copies and tested restoration support recovery within your agreed service scope.
06 / 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
Explore the intelligence.
Guided tour · overview
WebGL could not start. Research, Planning, Operations, Finance, Customer and Review share findings to coordinate a market launch. Enable hardware graphics to explore the interactive network.
One illustrative workflow. Select a pool to move closer; select an agent to see its contribution.
ILLUSTRATIVE WORKFLOW · A MARKET LAUNCHYour 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 RAI07 / AISCO · INCLUDED IN EVERY BUILD
YOUR NEXT CUSTOMER
is asking AI.
AISCO is Labarna’s AI search visibility service, built around how customers research and choose providers.
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.
AISCO is included in every Labarna build under your agreed service scope. Your agreement defines the included work and ongoing service terms.
A powerful platform deserves to be discovered.
08 / 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 filmOWNERSHIP
The build belongs to you.
Your agreed custom source code, integrations and deployment materials belong to your business after full payment. Labarna retains its engine and reusable technology.
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.
09 / YOUR NEXT MOVEYOUR AMBITION. OUR NEXT CONVERSATION.
YOUR BUSINESS.Let’s talk.
Tell us where you want to take your business.
We’ll explore the right next step together.
RAILABARNA’S AI GUIDE
What would you like to make possible?
Tell RAI what you want to build or improve, the systems you use and your priorities. Your choice starts that conversation.
Explore your project with RAI, then connect with our team
to agree the scope, timeline and commercial terms.
Your brand. Your source code. Your team in control.
Prefer to talk to the team?