FROM CURIOSITY TO DEPLOYMENT
The Operator's Guide to Humanoid Robotics. Goldman Sachs forecasts a $38B market by 2035.
BMW, Mercedes, and GXO have moved past the demonstration stage — built by Tenosar Technologies, the leading SDVOSB robotics integration firm in the Southeast.
$38B
Humanoid market by 2035. Source: Goldman Sachs Research.
4.66M
Robots operational worldwide. 542,000 new installations in 2024 alone. Source: IFR.
$1B+
FY26 DoD budget allocated to autonomous and unmanned systems. OTA and SBIR pathways are open now.
Every Robot Maker Sells You a Box. We Deploy the Solution.
Robot makers ship hardware and leave. Tenosar wraps three integration pillars around any platform — the same operating model that powers our Project Sentinel offering for federal, healthcare, and commercial clients.
Fleet Management & Maintenance
On-site and remote, vendor-agnostic. We keep the robots running with 95%+ uptime SLAs, preventive maintenance, and spare-parts logistics.
Training & Workforce Development
Role-based curricula and certifications. Operators, supervisors, IT, and safety teams learn what they need. The workforce is ready before the robot arrives.
Managed Deployment Support
HIPAA-aligned workflows, IT integration into WMS/MES/SAP/EHR, and incident protocols. We absorb the implementation burden the buyer was about to inherit.
"Traditional vendors tend to stop at hardware delivery, leaving the operational procedures, complexity, implementation, training, IT integration, and compliance to your team. Project Sentinel is designed to solve that.“
__Tenosar Sentinel Strategic Assessment, May 2026
The Field Guide
Foundations: What & Why
What a humanoid is, how it differs from cobots and AMRs, and the four forces driving adoption now — AI, labor, cost, and safety.
Use Cases by Vertical
Healthcare. Hospitality. Government & Defense. Aviation. Education. Space. Real pain points mapped to real robots.
The Deployment Playbook
Crawl-Walk-Run deployments. The 5 readiness gates. Build vs. Buy vs. RaaS. Total cost of ownership with worked examples.
Safety, Standards & Compliance
UL 3300, ISO 13482, ASTM, NIST, OSHA. Risk assessment templates. Workforce impact playbook.
Technology Deep Dive
Embodied AI. Perception, manipulation, mobility. Battery, runtime, uptime — the realities robot makers don't put on the spec sheet.
Market & Ecosystem
Goldman, McKinsey, BCG analysis. Who's who in robot makers. Government contract vehicles. Investor view.
USE CASES BY TENOSAR VERTICAL
Healthcare
Government & Defense
Hospitality
EVS turnover runs 40–60% in Orlando markets. Nursing staff spend 15–20% of each shift on non-clinical tasks. We deploy UV disinfection, autonomous floor scrubbing, and clinical logistics AMRs — with HIPAA-aligned integration.
Hospitality
Government & Defense
Hospitality
Central Florida has 130,000+ hotel rooms and chronic shortages on second and third shifts. The question is operational continuity, not ROI. We deploy food and beverage delivery, autonomous floor cleaning, and managed-service pricing.
Government & Defense
Government & Defense
Government & Defense
DoD is onboarding non-traditional vendors via OTAs, SBIR/STTR, and DIU pathways. Demand for state and local emergency management is rising. Our credentials — SDVOSB, SBA 8(a), SAM.gov, FDOT-DBE — give us select access to set-asides large primes can't bid on. Pictured: Tenosar at the Unmanned Vehicle Conference, Atlanta — 2015. Tenosar in the defense autonomous systems community for a decade.
Aviation & Airports
Aviation & Airports
Government & Defense
Airport facility operations require consistent, 24/7 cleaning at scale without disrupting passenger flow. We deploy concourse and terminal floor cleaning, restroom sanitation, and inspection robotics. Reference deployment: Avidbots Neo at MCO.
Education
Aviation & Airports
Space & Aerospace
Campus facilities run lean. Robotics curricula are growing fast, but most universities lack the integration expertise to maintain a fleet. We bridge both gaps — deployment and training. Ecosystem anchor: UCF Technology Incubator (Tenosar is a graduate).
Space & Aerospace
Aviation & Airports
Space & Aerospace
NASA, Space Force, and the commercial space sector are driving demand for automation in ground operations and supplier QA. KSC, L3Harris, and Lockheed are all within 90 minutes of Tenosar HQ. Geographic advantage is real.
Pictured: Tenosar at NASA Langley Research Center — Aerospace Engineer George Perez and IT Student Eric Torres.
The Demo Is Over. The Market Is Moving.
— Figure F.02 @ BMW Spartanburg
— Apptronik Apollo @ Mercedes-Benz
— Figure F.02 @ BMW Spartanburg
30,000 BMW X3 vehicles supported. ~90,000 components moved. ~1,250 operating hours. Sheet-metal loading completed in under 2 seconds at 5mm tolerance. Source: Figure AI · BMW Group.
— Agility Digit @ GXO
— Apptronik Apollo @ Mercedes-Benz
— Figure F.02 @ BMW Spartanburg
100,000+ totes moved in the first commercial humanoid RaaS deployment, at GXO's SPANX warehouse in Flowery Branch, Georgia. Orchestrated via Agility Arc. Source: Agility Robotics · GXO.
— Apptronik Apollo @ Mercedes-Benz
— Apptronik Apollo @ Mercedes-Benz
— Apptronik Apollo @ Mercedes-Benz
€100M Mercedes-Benz investment in Apptronik. Apollo deployed in intra-logistics, transporting components between stations on the production line. Electric, 55 lb lift capacity. Source: Apptronik · Mercedes-Benz Group.
Capital Is Flowing
Industrial Adoption Accelerating
— Apptronik Apollo @ Mercedes-Benz
Goldman Sachs raised its 2035 humanoid market forecast to $38B (base case), $154B (blue-sky scenario). VC funding into robotics tripled from 2023 to 2025 — exceeding $40B annually. Source: Goldman Sachs Research.
Industrial Adoption Accelerating
Industrial Adoption Accelerating
Industrial Adoption Accelerating
542,000 industrial robot installations in 2024 — the second-highest year on record. 4.66 million robots operational worldwide. Collaborative robots growing 27.5% per year. Source: International Federation of Robotics.
Federal Investment Locked In
Industrial Adoption Accelerating
Industrial Adoption Accelerating
The FY26 DoD budget includes more than $1B for autonomous and unmanned ground and air systems. SBIR, OTAs, and DIU pathways are actively accelerating small-business primes into the field. Source: U.S. Department of Defense.
Project Sentinel
- Tenosar's integration framework for robotics deployment in regulated, mission-critical environments. Built on the U.S. Army's Military Decision-Making Process — adapted for competitive business strategy. We don't out-spend the primes. We out-maneuver.
Evaluate
Independent platform assessment. Use case → robot → integration cost. No vendor bias. The Sentinel Assessment Framework runs here.
Integrate
The Three-Pillar Wedge: Fleet Management, Workforce Training, Managed Deployment Support. The work most robot makers refuse to do.
Deploy & Sustain
95%+ uptime SLA. Continuous improvement. From first deployment to multi-site scale — without losing operational discipline.
Govern
Compliance, safety, and risk monitored against a documented control plan. The audit trail robot makers can't give you.