Zerosalesdecks.
Zero sales decks.
Directbriefingwithafoundingsystemsengineer.
Direct briefing with a founding systems engineer.
Zerosalesdecks.
Zero sales decks.
Directbriefingwithafoundingsystemsengineer.
Direct briefing with a founding systems engineer.
ZERO TRAINING
ON IP
NO VENDOR
LOCK IN
MostAIvendorssellslidesthatfailthemomenttheytouchlegacyenterprise
infrastructure.Traoembedsseniorresearchersandsystemsengineersdirectly
insideyourorganization—researchingactualoperationalbottlenecks,
refactoringthesystem,anddeployingsoftwarethatholdsupat3:00AMona
Tuesday.
Most AI vendors sell slides that fail the moment they touch legacy enterprise infrastructure. Trao embeds senior researchers and systems engineers directly inside your organization—researching actual operational bottlenecks, refactoring the system, and deploying software that holds up at 3:00 AM on a Tuesday.
CRAFTED
CRAFTED
CRAFTED
WITH CARE
WITH CARE
WITH CARE
Wecreateresidencesdefinedbyrestraint,proportion,andenduringdesign—spacesthatfeelcalmtodayandtimelesstomorrow.
We create residences defined by restraint, proportion, and enduring design—spaces that feel calm today and timeless tomorrow.
CRAFTED
BUILT FOR
BUILT FOR
WITH CARE
LIVING
LIVING
PRODUCTION VELOCITY
0 min
0 min
Previously 3 weeks
Textile design-to-production turnaround engineered for Vlon automated mills.
PRODUCTION VELOCITY
0 min
0 min
Previously 3 weeks
Textile design-to-production turnaround engineered for Vlon automated mills.
CAPITAL IMPACT
$0+
$0+
Direct operational cost containment and enterprise valuation unlocked across partners.
CAPITAL IMPACT
$0+
$0+
Direct operational cost containment and enterprise valuation unlocked across partners.
CODE & DATA SOVEREIGNTY
0%
0%
Client IP ownership with turnkey self- hosted weights and private VPC subnets.
CODE & DATA SOVEREIGNTY
0%
0%
Client IP ownership with turnkey self- hosted weights and private VPC subnets.
PRODUCTION UPTIME
+0%
+0%
Continuous availability across automated mission-critical decision workflows.
PRODUCTION UPTIME
+0%
+0%
Continuous availability across automated mission-critical decision workflows.
ABOUT US
MostenterpriseAIfailsbetweenthedemoandthedeployment.
Most enterprise AI fails between the demo and the deployment.
MostenterpriseAIfailsbetweenthedemoandthedeployment.
Most enterprise AI fails between the demo and the deployment.
[ THE PRODUCTION GAP ]
The difference between a demo that
impresses and a system that survives contact with production
Enterprise buyers are pitched by 10 AI vendors a month selling the same slide deck. Here is why prototype wrappers collapse and how Trao engineers for durability.
PRODUCTION GRADE // SOC 2
Trao Embedded Systems Lab
Embedded In-Repo Engineering
Senior systems engineers join your git repos, map actual edge-cases, and refactorworkflows on live production data.
Deterministic Failsafe Gates
State machines and human-in-the-loop triggers ensure zero hallucinated outputs wherebusiness accuracy is non-negotiable.
Private VPC & 100% IP Ownership
Deployed directly in your AWS, Azure, or GCP tenant. You own 100% of the codebase,weights, and documentation on day one.
HIGH RISK // 80% FAILURE
Standard AI Vendor Approach
Brittle Public API Wrappers
Superficial UI layers built on commercial APIs that fail when rate limits, token cost spikes, or upstream latency fluctuate.
Slide Decks & Abandoned Repos
Agencies deliver 100-slide decks and untyped Jupyter notebooks, leaving your internal team to decipher edge-case crashes.
Data Leakage & Public Training
Customer proprietary datasets routed across third-party endpoints without verified air-gapping or tenant isolation.
[ DATA SECURITY & LEGAL RIGOR ]
Your data never leaves your perimeter. Your IP belongs entirely to you
Built from day one to satisfy the most stringent CISO, legal, and board scrutiny.
Step 01
Discovery Call
Call
Discovery Call
Step 02
Business Audit
Audit
Business Audit
Step 03
Build & Deploy
Build
Step 04
Handoff & Support
Handoff
Handoff & Support
Free 30-min consultation.
01 // AUDIT
SOC 2 Type II Aligned
Annual third-party audits, continuous penetration testing, comprehensive audit logging, and strict role-based access control.
Clarity on where AI fits and what ROI looks like
01 // AUDIT
SOC 2 Type II Aligned
A free 30-minute call where we learn your business, map your biggest time drains.
Clarity on where AI fits and ROI
01 // AUDIT
SOC 2 Type II Aligned
Annual third-party audits, continuous penetration testing, comprehensive audit logging, and strict role-based access control.
Clarity on where AI fits and what ROI looks like
02 // CLOUD
Air-Gapped Private VPC
Systems deployed directly within your AWS, Azure, or GCP tenancy. Zero telemetry or model inputs are ever sent to public networks.
A custom roadmap with priorities and timelines
02 // CLOUD
Air-Gapped Private VPC
We audit your workflows, tools, and processes in detail to build automation roadmap.
A custom roadmap with priorities & timelines
03 // LEGAL
100% Day-One IP
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
03 // LEGAL
100% Day-One IP
Our team builds your custom AI systems, tests every flow, and deploys everything to your live environment.
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
04 // WARRANTY
SLA Guarantees
Contractual uptime, sub-100ms latency benchmarks, and 90 days of included post-launch code refactoring and maintenance.
Full ownership with expert support on demand
04 // WARRANTY
SLA Guarantees
We walk you through everything, document each workflow, and stay on hand for refinements.
Full ownership with expert support
[LIVE INTERACTIVE ARCHITECTURE SIMULATOR]
The Deterministic Production Gatekeeper.
Explore how the Trao validation engine intercepts runtime noise, schema
anomalies, and PII leakage before data touches production data layers.
SELECT SCENARIO:
1. Standard EDI Invoice
2. Unstructured Malformed Scan
3. PII Leak Attempt
SIMULATED_STDOUT — RUN_ID #TR-9942
Forward-Thinking Design
Forward-Thinking Design
|
|
|
|
|
|
04. REASONING ENGINE
Deterministic Parser
State graph matched schema target. Confidence 99.8%.
TELEMETRY TELEMETRICS
|
|
|
|
|
|
|
|
01. INGESTION
Payload Received
24.6 KB EDI 810 schema file via HTTPS webhook.
02. VPC SANITIZER
Token Interceptor
0 PII patterns matched. Air-gapped boundary secure.
03. DATABASE COMMIT
Enterprise Write
Atomic transaction confirmed. 0 schema violations.
Replay Packet Run
200+
Satisfied clients
[ ENGAGEMENT PROTOCOL ]
From technical audit to live production in Your 8 to 12 weeks.
A battle-tested deployment methodology that guarantees software arrives on schedule without disrupting daily operations.
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
[ DATA SECURITY & LEGAL RIGOR ]
Your data never leaves your perimeter. Your IP belongs entirely to you
Built from day one to satisfy the most stringent CISO, legal, and board scrutiny.
Our Plans.
[PRICE]
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Full Embedded Systems & Workflow Audit
2 Dedicated Senior Systems Engineers Embedded
Private VPC Deployment (AWS / Azure / GCP)
100% Day-One IP and Code Ownership Handover
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
08
price
Our Plans.
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Home page design
3 inner pages design
Custom development
Basic analytics & reporting
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
08
price
Our Plans.
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Home page design
3 inner pages design
Custom development
Basic analytics & reporting
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
[ Our team]
Meet the Megaminds Leading our company and vision
Join the team apply now we are still hiring
We are a compact, multidisciplinary team combining strategy, design, and execution to deliver meaningful work.
We are a compact, multidisciplinary team combining strategy, design, and execution to deliver meaningful work.
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Security
Govern
Comply
Auditedunderrigorousthird-partyframeworks.FullycompliantwithArticle28dataprocessingguidelinesandHIPAA-compatibleinfrastructuremodules.
Audited under rigorous third-party frameworks. Fully compliant with Article 28 data processing guidelines and HIPAA-compatible infrastructure modules.
PRIVATE OPEN LIVING
Technical Audit
to Live Production
Technical Audit
to Live Production
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ DUE DILIGENCE ]
Frequently Asked
Questions.
Answers to common architecture, security, and procurement questions from CTOs and executive boards.
Have a specific question? Talk to an architect
001
Can Trao integrate with legacy, on-prem, or custom ERP systems?
002
Does our confidential data ever get used to train external models?
003
How does Trao compare to hiring an internal AI engineering team?
004
What happens when our internal engineering team takes over?
005
What is included in the 90-day post-launch warranty?
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
Feasibility
Spec in
48 Hours
Everypropertyisselectedforitsarchitecture,setting,andenduringquality.Let'sfindtheresidencethatfeelsrightforyou.
Every property is selected for its architecture, setting, and enduring quality. Let's find the residence that feels right for you.
GET IN TOUCH
Deterministic model execution environments, edge quantization layers, and verifiable enterprise intelligence pipelines.
GET IN TOUCH
Deterministic model execution environments, edge quantization layers, and verifiable enterprise intelligence pipelines.
Get in touch
You will speak directly with a Principal AI Systems Architect
never a business development rep
You will speak directly with a Principal AI Systems Architect
never a business development rep
Zerosalesdecks.
Zero sales decks.
Directbriefingwithafoundingsystemsengineer.
Direct briefing with a founding systems engineer.
Zerosalesdecks.
Zero sales decks.
Directbriefingwithafoundingsystemsengineer.
Direct briefing with a founding systems engineer.
ZERO TRAINING
ON IP
NO VENDOR
LOCK IN
MostAIvendorssellslidesthatfailthemomenttheytouchlegacyenterprise
infrastructure.Traoembedsseniorresearchersandsystemsengineersdirectly
insideyourorganization—researchingactualoperationalbottlenecks,
refactoringthesystem,anddeployingsoftwarethatholdsupat3:00AMona
Tuesday.
Most AI vendors sell slides that fail the moment they touch legacy enterprise infrastructure. Trao embeds senior researchers and systems engineers directly inside your organization—researching actual operational bottlenecks, refactoring the system, and deploying software that holds up at 3:00 AM on a Tuesday.
CRAFTED
CRAFTED
CRAFTED
WITH CARE
WITH CARE
WITH CARE
Wecreateresidencesdefinedbyrestraint,proportion,andenduringdesign—spacesthatfeelcalmtodayandtimelesstomorrow.
We create residences defined by restraint, proportion, and enduring design—spaces that feel calm today and timeless tomorrow.
CRAFTED
BUILT FOR
BUILT FOR
WITH CARE
LIVING
LIVING
PRODUCTION VELOCITY
0 min
0 min
Previously 3 weeks
Textile design-to-production turnaround engineered for Vlon automated mills.
PRODUCTION VELOCITY
0 min
0 min
Previously 3 weeks
Textile design-to-production turnaround engineered for Vlon automated mills.
CAPITAL IMPACT
$0+
$0+
Direct operational cost containment and enterprise valuation unlocked across partners.
CAPITAL IMPACT
$0+
$0+
Direct operational cost containment and enterprise valuation unlocked across partners.
CODE & DATA SOVEREIGNTY
0%
0%
Client IP ownership with turnkey self- hosted weights and private VPC subnets.
CODE & DATA SOVEREIGNTY
0%
0%
Client IP ownership with turnkey self- hosted weights and private VPC subnets.
PRODUCTION UPTIME
+0%
+0%
Continuous availability across automated mission-critical decision workflows.
PRODUCTION UPTIME
+0%
+0%
Continuous availability across automated mission-critical decision workflows.
ABOUT US
MostenterpriseAIfailsbetweenthedemoandthedeployment.
Most enterprise AI fails between the demo and the deployment.
MostenterpriseAIfailsbetweenthedemoandthedeployment.
Most enterprise AI fails between the demo and the deployment.
[ THE PRODUCTION GAP ]
The difference between a demo that
impresses and a system that survives contact with production
Enterprise buyers are pitched by 10 AI vendors a month selling the same slide deck. Here is why prototype wrappers collapse and how Trao engineers for durability.
PRODUCTION GRADE // SOC 2
Trao Embedded Systems Lab
Embedded In-Repo Engineering
Senior systems engineers join your git repos, map actual edge-cases, and refactorworkflows on live production data.
Deterministic Failsafe Gates
State machines and human-in-the-loop triggers ensure zero hallucinated outputs wherebusiness accuracy is non-negotiable.
Private VPC & 100% IP Ownership
Deployed directly in your AWS, Azure, or GCP tenant. You own 100% of the codebase,weights, and documentation on day one.
HIGH RISK // 80% FAILURE
Standard AI Vendor Approach
Brittle Public API Wrappers
Superficial UI layers built on commercial APIs that fail when rate limits, token cost spikes, or upstream latency fluctuate.
Slide Decks & Abandoned Repos
Agencies deliver 100-slide decks and untyped Jupyter notebooks, leaving your internal team to decipher edge-case crashes.
Data Leakage & Public Training
Customer proprietary datasets routed across third-party endpoints without verified air-gapping or tenant isolation.
[ DATA SECURITY & LEGAL RIGOR ]
Your data never leaves your perimeter. Your IP belongs entirely to you
Built from day one to satisfy the most stringent CISO, legal, and board scrutiny.
Step 01
Discovery Call
Call
Discovery Call
Step 02
Business Audit
Audit
Business Audit
Step 03
Build & Deploy
Build
Step 04
Handoff & Support
Handoff
Handoff & Support
Free 30-min consultation.
01 // AUDIT
SOC 2 Type II Aligned
Annual third-party audits, continuous penetration testing, comprehensive audit logging, and strict role-based access control.
Clarity on where AI fits and what ROI looks like
01 // AUDIT
SOC 2 Type II Aligned
A free 30-minute call where we learn your business, map your biggest time drains.
Clarity on where AI fits and ROI
01 // AUDIT
SOC 2 Type II Aligned
Annual third-party audits, continuous penetration testing, comprehensive audit logging, and strict role-based access control.
Clarity on where AI fits and what ROI looks like
02 // CLOUD
Air-Gapped Private VPC
Systems deployed directly within your AWS, Azure, or GCP tenancy. Zero telemetry or model inputs are ever sent to public networks.
A custom roadmap with priorities and timelines
02 // CLOUD
Air-Gapped Private VPC
We audit your workflows, tools, and processes in detail to build automation roadmap.
A custom roadmap with priorities & timelines
03 // LEGAL
100% Day-One IP
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
03 // LEGAL
100% Day-One IP
Our team builds your custom AI systems, tests every flow, and deploys everything to your live environment.
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
04 // WARRANTY
SLA Guarantees
Contractual uptime, sub-100ms latency benchmarks, and 90 days of included post-launch code refactoring and maintenance.
Full ownership with expert support on demand
04 // WARRANTY
SLA Guarantees
We walk you through everything, document each workflow, and stay on hand for refinements.
Full ownership with expert support
[LIVE INTERACTIVE ARCHITECTURE SIMULATOR]
The Deterministic Production Gatekeeper.
Explore how the Trao validation engine intercepts runtime noise, schema
anomalies, and PII leakage before data touches production data layers.
SELECT SCENARIO:
1. Standard EDI Invoice
2. Unstructured Malformed Scan
3. PII Leak Attempt
SIMULATED_STDOUT — RUN_ID #TR-9942
Forward-Thinking Design
Forward-Thinking Design
|
|
|
|
|
|
04. REASONING ENGINE
Deterministic Parser
State graph matched schema target. Confidence 99.8%.
TELEMETRY TELEMETRICS
|
|
|
|
|
|
|
|
01. INGESTION
Payload Received
24.6 KB EDI 810 schema file via HTTPS webhook.
02. VPC SANITIZER
Token Interceptor
0 PII patterns matched. Air-gapped boundary secure.
03. DATABASE COMMIT
Enterprise Write
Atomic transaction confirmed. 0 schema violations.
Replay Packet Run
200+
Satisfied clients
[ ENGAGEMENT PROTOCOL ]
From technical audit to live production in Your 8 to 12 weeks.
A battle-tested deployment methodology that guarantees software arrives on schedule without disrupting daily operations.
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
[ DATA SECURITY & LEGAL RIGOR ]
Your data never leaves your perimeter. Your IP belongs entirely to you
Built from day one to satisfy the most stringent CISO, legal, and board scrutiny.
Our Plans.
[PRICE]
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Full Embedded Systems & Workflow Audit
2 Dedicated Senior Systems Engineers Embedded
Private VPC Deployment (AWS / Azure / GCP)
100% Day-One IP and Code Ownership Handover
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
08
price
Our Plans.
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Home page design
3 inner pages design
Custom development
Basic analytics & reporting
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
08
price
Our Plans.
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Home page design
3 inner pages design
Custom development
Basic analytics & reporting
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
[ Our team]
Meet the Megaminds Leading our company and vision
Join the team apply now we are still hiring
We are a compact, multidisciplinary team combining strategy, design, and execution to deliver meaningful work.
We are a compact, multidisciplinary team combining strategy, design, and execution to deliver meaningful work.
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Security
Govern
Comply
Auditedunderrigorousthird-partyframeworks.FullycompliantwithArticle28dataprocessingguidelinesandHIPAA-compatibleinfrastructuremodules.
Audited under rigorous third-party frameworks. Fully compliant with Article 28 data processing guidelines and HIPAA-compatible infrastructure modules.
PRIVATE OPEN LIVING
Technical Audit
to Live Production
Technical Audit
to Live Production
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ DUE DILIGENCE ]
Frequently Asked
Questions.
Answers to common architecture, security, and procurement questions from CTOs and executive boards.
Have a specific question? Talk to an architect
001
Can Trao integrate with legacy, on-prem, or custom ERP systems?
002
Does our confidential data ever get used to train external models?
003
How does Trao compare to hiring an internal AI engineering team?
004
What happens when our internal engineering team takes over?
005
What is included in the 90-day post-launch warranty?
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
Feasibility
Spec in
48 Hours
Everypropertyisselectedforitsarchitecture,setting,andenduringquality.Let'sfindtheresidencethatfeelsrightforyou.
Every property is selected for its architecture, setting, and enduring quality. Let's find the residence that feels right for you.
GET IN TOUCH
Deterministic model execution environments, edge quantization layers, and verifiable enterprise intelligence pipelines.
GET IN TOUCH
Deterministic model execution environments, edge quantization layers, and verifiable enterprise intelligence pipelines.
Get in touch
You will speak directly with a Principal AI Systems Architect
never a business development rep
You will speak directly with a Principal AI Systems Architect
never a business development rep
Zerosalesdecks.
Zero sales decks.
Directbriefingwithafoundingsystemsengineer.
Direct briefing with a founding systems engineer.
Zerosalesdecks.
Zero sales decks.
Directbriefingwithafoundingsystemsengineer.
Direct briefing with a founding systems engineer.
ZERO TRAINING
ON IP
NO VENDOR
LOCK IN
MostAIvendorssellslidesthatfailthemomenttheytouchlegacyenterprise
infrastructure.Traoembedsseniorresearchersandsystemsengineersdirectly
insideyourorganization—researchingactualoperationalbottlenecks,
refactoringthesystem,anddeployingsoftwarethatholdsupat3:00AMona
Tuesday.
Most AI vendors sell slides that fail the moment they touch legacy enterprise infrastructure. Trao embeds senior researchers and systems engineers directly inside your organization—researching actual operational bottlenecks, refactoring the system, and deploying software that holds up at 3:00 AM on a Tuesday.
CRAFTED
CRAFTED
CRAFTED
WITH CARE
WITH CARE
WITH CARE
Wecreateresidencesdefinedbyrestraint,proportion,andenduringdesign—spacesthatfeelcalmtodayandtimelesstomorrow.
We create residences defined by restraint, proportion, and enduring design—spaces that feel calm today and timeless tomorrow.
CRAFTED
BUILT FOR
BUILT FOR
WITH CARE
LIVING
LIVING
PRODUCTION VELOCITY
0 min
0 min
Previously 3 weeks
Textile design-to-production turnaround engineered for Vlon automated mills.
PRODUCTION VELOCITY
0 min
0 min
Previously 3 weeks
Textile design-to-production turnaround engineered for Vlon automated mills.
CAPITAL IMPACT
$0+
$0+
Direct operational cost containment and enterprise valuation unlocked across partners.
CAPITAL IMPACT
$0+
$0+
Direct operational cost containment and enterprise valuation unlocked across partners.
CODE & DATA SOVEREIGNTY
0%
0%
Client IP ownership with turnkey self- hosted weights and private VPC subnets.
CODE & DATA SOVEREIGNTY
0%
0%
Client IP ownership with turnkey self- hosted weights and private VPC subnets.
PRODUCTION UPTIME
+0%
+0%
Continuous availability across automated mission-critical decision workflows.
PRODUCTION UPTIME
+0%
+0%
Continuous availability across automated mission-critical decision workflows.
ABOUT US
MostenterpriseAIfailsbetweenthedemoandthedeployment.
Most enterprise AI fails between the demo and the deployment.
MostenterpriseAIfailsbetweenthedemoandthedeployment.
Most enterprise AI fails between the demo and the deployment.
[ THE PRODUCTION GAP ]
The difference between a demo that
impresses and a system that survives contact with production
Enterprise buyers are pitched by 10 AI vendors a month selling the same slide deck. Here is why prototype wrappers collapse and how Trao engineers for durability.
PRODUCTION GRADE // SOC 2
Trao Embedded Systems Lab
Embedded In-Repo Engineering
Senior systems engineers join your git repos, map actual edge-cases, and refactorworkflows on live production data.
Deterministic Failsafe Gates
State machines and human-in-the-loop triggers ensure zero hallucinated outputs wherebusiness accuracy is non-negotiable.
Private VPC & 100% IP Ownership
Deployed directly in your AWS, Azure, or GCP tenant. You own 100% of the codebase,weights, and documentation on day one.
HIGH RISK // 80% FAILURE
Standard AI Vendor Approach
Brittle Public API Wrappers
Superficial UI layers built on commercial APIs that fail when rate limits, token cost spikes, or upstream latency fluctuate.
Slide Decks & Abandoned Repos
Agencies deliver 100-slide decks and untyped Jupyter notebooks, leaving your internal team to decipher edge-case crashes.
Data Leakage & Public Training
Customer proprietary datasets routed across third-party endpoints without verified air-gapping or tenant isolation.
[ DATA SECURITY & LEGAL RIGOR ]
Your data never leaves your perimeter. Your IP belongs entirely to you
Built from day one to satisfy the most stringent CISO, legal, and board scrutiny.
Step 01
Discovery Call
Call
Discovery Call
Step 02
Business Audit
Audit
Business Audit
Step 03
Build & Deploy
Build
Step 04
Handoff & Support
Handoff
Handoff & Support
Free 30-min consultation.
01 // AUDIT
SOC 2 Type II Aligned
Annual third-party audits, continuous penetration testing, comprehensive audit logging, and strict role-based access control.
Clarity on where AI fits and what ROI looks like
01 // AUDIT
SOC 2 Type II Aligned
A free 30-minute call where we learn your business, map your biggest time drains.
Clarity on where AI fits and ROI
01 // AUDIT
SOC 2 Type II Aligned
Annual third-party audits, continuous penetration testing, comprehensive audit logging, and strict role-based access control.
Clarity on where AI fits and what ROI looks like
02 // CLOUD
Air-Gapped Private VPC
Systems deployed directly within your AWS, Azure, or GCP tenancy. Zero telemetry or model inputs are ever sent to public networks.
A custom roadmap with priorities and timelines
02 // CLOUD
Air-Gapped Private VPC
We audit your workflows, tools, and processes in detail to build automation roadmap.
A custom roadmap with priorities & timelines
03 // LEGAL
100% Day-One IP
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
03 // LEGAL
100% Day-One IP
Our team builds your custom AI systems, tests every flow, and deploys everything to your live environment.
You hold complete legal copyright and patent rights over all codebase artifacts, custom models, and orchestration pipelines from day one.
04 // WARRANTY
SLA Guarantees
Contractual uptime, sub-100ms latency benchmarks, and 90 days of included post-launch code refactoring and maintenance.
Full ownership with expert support on demand
04 // WARRANTY
SLA Guarantees
We walk you through everything, document each workflow, and stay on hand for refinements.
Full ownership with expert support
[LIVE INTERACTIVE ARCHITECTURE SIMULATOR]
The Deterministic Production Gatekeeper.
Explore how the Trao validation engine intercepts runtime noise, schema
anomalies, and PII leakage before data touches production data layers.
SELECT SCENARIO:
1. Standard EDI Invoice
2. Unstructured Malformed Scan
3. PII Leak Attempt
SIMULATED_STDOUT — RUN_ID #TR-9942
Forward-Thinking Design
Forward-Thinking Design
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04. REASONING ENGINE
Deterministic Parser
State graph matched schema target. Confidence 99.8%.
TELEMETRY TELEMETRICS
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01. INGESTION
Payload Received
24.6 KB EDI 810 schema file via HTTPS webhook.
02. VPC SANITIZER
Token Interceptor
0 PII patterns matched. Air-gapped boundary secure.
03. DATABASE COMMIT
Enterprise Write
Atomic transaction confirmed. 0 schema violations.
Replay Packet Run
200+
Satisfied clients
[ ENGAGEMENT PROTOCOL ]
From technical audit to live production in Your 8 to 12 weeks.
A battle-tested deployment methodology that guarantees software arrives on schedule without disrupting daily operations.
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
WEEKS 01 – 02
Deep Systems & Workflow Audit
We observe how your teams actually operate, audit existing APIs, extract real edge cases, and design the formal Technical Blueprint.
DELIVERABLE: ARCHITECTURAL SPEC & DATAMAP
[ DATA SECURITY & LEGAL RIGOR ]
Your data never leaves your perimeter. Your IP belongs entirely to you
Built from day one to satisfy the most stringent CISO, legal, and board scrutiny.
Our Plans.
[PRICE]
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Full Embedded Systems & Workflow Audit
2 Dedicated Senior Systems Engineers Embedded
Private VPC Deployment (AWS / Azure / GCP)
100% Day-One IP and Code Ownership Handover
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
08
price
Our Plans.
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Home page design
3 inner pages design
Custom development
Basic analytics & reporting
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
08
price
Our Plans.
Choose the plan that fits your pace. We stay close, listen carefully, and create the design work your brand truly needs.
per project
Monthly
What’s include
Home page design
3 inner pages design
Custom development
Basic analytics & reporting
Delivery time
2-3 weeks
ENTERPRISE PIPELINE
$20000
$20000
For mid-market and enterprise organizations automating an end-to-end operational bottleneck.
[ Our team]
Meet the Megaminds Leading our company and vision
Join the team apply now we are still hiring
We are a compact, multidisciplinary team combining strategy, design, and execution to deliver meaningful work.
We are a compact, multidisciplinary team combining strategy, design, and execution to deliver meaningful work.
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Mason Turner
Motion & UI Designer
Security
Govern
Comply
Auditedunderrigorousthird-partyframeworks.FullycompliantwithArticle28dataprocessingguidelinesandHIPAA-compatibleinfrastructuremodules.
Audited under rigorous third-party frameworks. Fully compliant with Article 28 data processing guidelines and HIPAA-compatible infrastructure modules.
PRIVATE OPEN LIVING
Technical Audit
to Live Production
Technical Audit
to Live Production
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ SCHEDULE DIRECT ARCHITECTURE REVIEW ]
Have a broken
workflow?
Bring us your slowest manual pipeline, data bottleneck, or complex system integration. In a 30-minute technical briefing, our founding engineering team will evaluate feasibility, identify failure points, and map an execution blueprint.
DELHI INDIA
KYIV UKRAINE
[ DUE DILIGENCE ]
Frequently Asked
Questions.
Answers to common architecture, security, and procurement questions from CTOs and executive boards.
Have a specific question? Talk to an architect
001
Can Trao integrate with legacy, on-prem, or custom ERP systems?
002
Does our confidential data ever get used to train external models?
003
How does Trao compare to hiring an internal AI engineering team?
004
What happens when our internal engineering team takes over?
005
What is included in the 90-day post-launch warranty?
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
DeterministicDAG-basedagentgraphsthatrouteasynchronousjobs,
invokecustomtooling,andenforcemathematicalhumanescalation
boundaries.Builtforhigh-stakesoperationalworkflowswhereunboundedagentloopsareintolerable.
Deterministic DAG-based agent graphs that route asynchronous jobs, invoke custom tooling, and enforce mathematical human escalation boundaries. Built for high-stakes operational workflows where unbounded agent loops are intolerable.
Feasibility
Spec in
48 Hours
Everypropertyisselectedforitsarchitecture,setting,andenduringquality.Let'sfindtheresidencethatfeelsrightforyou.
Every property is selected for its architecture, setting, and enduring quality. Let's find the residence that feels right for you.
GET IN TOUCH
Deterministic model execution environments, edge quantization layers, and verifiable enterprise intelligence pipelines.
GET IN TOUCH
Deterministic model execution environments, edge quantization layers, and verifiable enterprise intelligence pipelines.