A conversation with an AI
Fred Slane
5 August 2026
Following a planning meeting for a panel on open space
standards development, I “Googled” a few questions. As has become common,
Googling will result in an AI response. In this case the responding AI was Gemini,
by Google.
Prompt: What industries use voluntary consensus standards?
Voluntary consensus standards are used across many technical
sectors to guide safe product design, manufacturing, and testing. Government
agencies like the U.S.
Environmental Protection Agency and the FDA frequently adopt them instead
of writing unique government rules. [1, 2, 3, 4, 5]
Major Industries Using Standards
- Medical
Devices & Healthcare: Manufacturers use ISO, IEC, and AIAA AND
ASTM rules to prove product safety and performance for market clearance.
- Construction
& Architecture: Builders and engineers rely on codes for energy
use, materials strength, and structural safety.
- Manufacturing
& Consumer Goods: Factories use standards for testing product
durability, toy safety, and chemical limits.
- Information
Technology & Telecom: Tech firms follow joint consensus rules for
data security, wireless equipment, and networking compatibility.
- Energy
& Utilities: Power and oil groups use technical benchmarks for
equipment testing, emissions control, and plant safety. [2, 3, 6, 7, 8]
Would you like to know about a specific standards
organization (like AIAA, ASTM, ISO, or NFPA) or how a particular industry
applies these rules?
[2] https://www.greenlight.guru
[3] https://incompliancemag.com
[4] https://obamawhitehouse.archives.gov
[8] https://www.intertekinform.com
Prompt: What industries do not use voluntary consensus standards?
Virtually no industry is entirely exempt from
voluntary consensus standards, but several sectors actively avoid or reject
them in favor of proprietary, specialized, or strict government-mandated rules.
Instead of using open, consensus-driven systems like ISO or ANSI, these fields
operate differently due to extreme secrecy, hyper-niche requirements, or rapid
evolution. [1, 2, 3, 4, 5]
Sectors That Avoid Voluntary Consensus Standards
- National
Defense & Classified Intelligence: Highly sensitive military
programs rely on proprietary Military Standards (MIL-STD) or
top-secret internal metrics rather than open, public consensus standards
to maintain strategic advantages. [6]
- Cutting-Edge
Artificial Intelligence & Tech R&D: Frontier tech fields (like
quantum computing or generative AI models) move too quickly for
traditional standard-developing organizations, choosing to rely on
internal company benchmarks or de facto proprietary standards. [7]
- Art,
Craft, & Artisanal Goods: Fine art, bespoke fashion, luxury goods,
and hand-crafted items rely entirely on individual creativity and
proprietary techniques rather than unified industry benchmarks.
- Nuclear
Energy Core Operations: While standard utilities use voluntary
consensus rules, core nuclear safety and weaponry rely almost exclusively
on strict, top-down government mandates (like the Nuclear Regulatory
Commission) because the risk of failure is too high for voluntary
frameworks. [2, 8]
- Early-Stage
Biotech & Proprietary Therapeutics: Deep tech and gene-editing
startups pioneering brand-new scientific methods bypass consensus
standards simply because the technology does not exist yet to build a
consensus around. [7]
Common Reasons an Industry Rejects or Bypasses Them
- Speed
of Innovation: Traditional consensus standards take years to publish,
while fast-moving tech industries will leave them behind in months.
- Proprietary
Edge: Companies chasing market dominance prefer to lock users into
their own ecosystems rather than build compatible, open-source
architectures.
- Extreme
Safety Risks: When the public interest is at risk, federal regulators
will completely step in and mandate unique government metrics rather than
waiting for private-sector agreements. [7, 9, 10, 11]
If you are evaluating a specific business model, let me
know:
- What product
or service are you focusing on?
- Are
you trying to determine if you need to comply with a particular
framework?
- Do you
want to see an example of a de facto standard that replaced a
consensus one?
I can provide the exact regulatory context or competitive
standard environment for your situation.
[4] https://www.trilinkftz.com
[6] https://eureka.patsnap.com
[8] https://www.nationalacademies.org
[10] https://obamawhitehouse.archives.gov
[11] https://emergingtechpolicy.org
Prompt: The space industry is rapidly becoming more commercial, with more
participants and substantial growth. How will companies benefit by developing
and using voluntary consensus standards?
As the commercial space sector shifts away from legacy,
government-dominated monopolies, developing and adopting voluntary consensus
standards provides a powerful operational and financial edge for private
space companies. Rather than relying on outdated military protocols or
hyper-customized setups, companies using uniform baselines from organizations
like AIAA AND
ASTM International and ISO
unlock several distinct business advantages. [1, 2, 3, 4]
1. Drastically Lowering Supply Chain Costs
- Commercial
Components: Standards allow companies to safely use commercial
off-the-shelf (COTS) parts instead of sourcing slow, multi-million dollar,
custom-engineered gear. [5]
- Manufacturing
Scale: Standardizing physical interfaces (like satellite buses, cargo
bays, and rocket fuel valves) means suppliers can mass-produce hardware,
lowering costs across the board. [5]
2. Streamlining Regulatory Approvals
- Fast-Track
Compliance: Regulatory agencies like the Federal Aviation
Administration (FAA) operate under modern, performance-based frameworks
(such as 14
CFR Part 450) that explicitly accept established industry consensus
standards as an approved means of compliance. [6, 7]
- Global
Market Expansion: Aligning hardware with recognized international
standards helps companies secure rapid export approvals and foreign
orbital slot licensing without redesigning their tech stack for every
country. [2, 5]
3. Enabling Plug-and-Play Interoperability
- In-Space
Servicing Ecosystems: The growth of complex orbital logistics—such as
refueling, robotic assembly, and rendezvous
and proximity operations (RPO)—requires cross-company docking
compatibility. Organizations like CONFERS are setting consensus baselines
so a satellite from Company A can smoothly interface with a service
vehicle from Company B.
- Unified
Data Protocols: Standardized data messaging (e.g., standard ISO orbit
data messages) makes it easy for private tracking Networks, ground
stations, and satellite operators to exchange data instantly. [2, 8, 9,
10, 11]
4. Maximizing Safety and Mitigating Risk
- Securing
Space Sustainability: Following consensus standards for space debris
mitigation (such as ISO 24113) helps space firms actively shield their
hardware from catastrophic orbital collisions.
- Human
Spaceflight Safety: Standardized liftoff, structural, and life-support
metrics reduce the likelihood of high-profile accidents that could prompt
harsh, industry-stifling political crackdowns. [8, 12, 13, 14, 15]
5. Boosting Investor and Insurer Confidence
- Predictable
Risk Pricing: Space insurance underwriters penalize unproven, purely
proprietary tech; adopting industry-wide standard testing protocols allows
companies to negotiate significantly lower premium rates.
- Investment
Readiness: Venture capital and private equity groups favor companies
that rely on mature, standardized engineering principles, as it reduces
overall operational risk and yields a faster, more predictable
time-to-market. [2]
Are you looking at this from a strategic hardware
development angle, or are you navigating a specific space regulation?
Let me know:
- What specific
domain are you targeting? (e.g., small satellites, heavy launch
vehicles, orbital habitats, or space tourism)
- Do
you want examples of current active standards committees you can
join to help influence these rules? [2, 4, 14, 16, 17]
[2] https://space.commerce.gov
[4] https://www.AIAA
and ASTM.org
[5] https://www.aia-aerospace.org
[9] https://knowledge.bsigroup.com
[10] https://www.sciencedirect.com
[16] https://www.aia-aerospace.org
[17] https://www.faa.gov
Prompt: The space industry is rapidly becoming more commercial, with more
participants and substantial growth. What are the risks to companies by
developing and using voluntary consensus standards?
While voluntary consensus standards offer immense benefits,
the process of developing and adopting them introduces significant strategic,
financial, and legal vulnerabilities for commercial space companies. Navigating
a consensus-driven environment requires balancing open collaboration with a
company's unique competitive advantages.
1. Risk of IP Exposure and Technology Leakage
- Forced
Disclosure: Participating in standards development organizations
(SDOs) requires engineers to discuss technical requirements openly, which
can inadvertently expose proprietary engineering methods to direct
competitors.
- FRAND
Licensing Traps: If a company’s patented technology becomes integrated
into an industry standard, they are often legally forced to license that
intellectual property under Fair, Reasonable, and Non-Discriminatory
(FRAND) terms, severely capping potential licensing revenue. [1]
2. Strategic Slowdowns and Bureaucracy
- The
Speed Penalty: Reaching a true consensus among dozens of competing
international stakeholders takes years. Fast-moving startups risk missing
critical market windows if they wait for a formal standard to finalize
before building their hardware.
- Design
Paralysis: Committing to an evolving standard can lock a company into
design iterations that become obsolete before the standard is officially
published, wasting valuable engineering hours.
3. Competitor Maneuvering and Market Leveling
- Stifling
Unique Advantages: Standards naturally democratize technology. By
standardizing a breakthrough interface, a pioneering company effectively
erases its own unique technological moat, allowing late-entering
competitors to build compatible products cheaply.
- Committee
Capture: Larger, legacy aerospace companies often dedicate entire
departments to packing SDO committees. These giants can manipulate the
standard's criteria to favor their own existing supply chains,
intentionally pricing out or designing out nimbler startups.
4. Premature Technical Lock-In
- Freezing
Innovation: Solidifying a standard too early in a technology's
lifecycle (such as in-space manufacturing or lunar power beaming) can
institutionalize subpar engineering practices, forcing the entire industry
to build around an inefficient baseline.
- Compliance
Over Optimization: Engineers may prioritize strictly meeting a
consensus standard's checkbox requirements over pushing the envelope on
system performance, payload capacity, or weight reduction.
5. Hidden Costs of Compliance and Auditing
- SDO
Paywalls: Participating in committees, purchasing standard
documentation, and hiring certified compliance managers represents a
massive overhead cost that disproportionately strains early-stage space
ventures.
- Expensive
Validation: Proving compliance often requires third-party testing,
qualification, and specialized cleanroom verification, adding millions of
dollars to a launch vehicle or satellite development cycle.
If you are weighing whether to join a space standards
committee or adopt an existing framework, let me know:
- What
specific technology are you developing? (e.g., docking mechanisms,
laser communications, or orbital refueling systems)
- Are
you trying to protect a specific proprietary advantage from your
competitors?
I can help you analyze a strategy to participate in
standards development while shielding your core innovations.
Prompt: It appears that there is a fine balancing act a company must
perform to wisely participate in voluntary standards development and standards
use. How can that balancing act be described for a company's short, mid and
long term development?
A commercial space company can navigate this balancing act
by viewing voluntary consensus standards not as a rigid rulebook, but as a
dynamic risk-management tool. The strategy must evolve across short,
mid, and long-term horizons to match the company’s shifting priorities from
survival to market dominance.
⏳ Short-Term (Years 1–3): Lean
Survival & Strategic Shielding
In the early stages, a company’s primary goals are
speed-to-market, capital conservation, and protecting its core intellectual
property (IP).
- The
Balancing Act: Consume standard components; strictly hide your core
IP.
- Standards
Use Strategy: Heavily adopt existing, mature standards for
non-differentiating hardware (e.g., standard fasteners, power voltages, or
telemetry protocols). This minimizes engineering overhead and maximizes
your limited budget.
- Development
Strategy: Stay away from active Standards Development Organizations
(SDOs) in your core innovation areas. If your breakthrough is in active
orbital refueling, do not join committees discussing it yet. Build your
proprietary "secret sauce" in total isolation to maintain your
technological moat.
- The
Risk to Manage: Over-customization. Designing every single bolt or
software protocol from scratch will drain your venture capital before you
ever reach the launchpad.
⏳ Mid-Term (Years 3–5): Scaling,
Influence, & Market Alignment
As the company achieves its first successful launches or
deployments, the focus shifts to scaling production, lowering supply chain
costs, and clearing regulatory hurdles.
- The
Balancing Act: Influence the rules without giving away the
blueprint.
- Standards
Use Strategy: Use standards as a weapon to clear regulatory
bottlenecks. For example, adopt established FAA or ISO baselines to
fast-track your launch licenses and lower your space insurance premiums.
- Development
Strategy: Selectively send senior engineers to join key SDO committees
(like AIAA AND ASTM or CONFERS). Your goal here is defensive: ensure that
your competitors do not write a standard that outlaws your specific
architecture or favors their own supply chain.
- The
Risk to Manage: Committee capture and IP leaks. Ensure your engineers
are highly trained in IP protection so they only share performance
requirements (e.g., "the docking ring must withstand X
force") rather than implementation details (e.g., how your
proprietary software calculates the alignment).
⏳ Long-Term (Years 5+): Market
Leadership & Ecosystem Lock-In
As a mature market leader, the goal shifts to defending your
market share, driving industry-wide interoperability, and shaping the future
regulatory landscape.
- The
Balancing Act: Turn your proprietary tech into the industry
standard.
- Standards
Use Strategy: Shift completely to a modular, plug-and-play
architecture. Use industry standards to force your suppliers to
commoditize their parts, which drives down your long-term manufacturing
costs.
- Development
Strategy: Aggressively lead SDO committees. Take your proven,
field-tested proprietary interfaces and intentionally transition them into
the official industry standard. By doing this, you force the entire
industry to adapt to your technology stack, positioning your
company as the central hub of the space ecosystem.
- The
Risk to Manage: Technical stagnation. If you lock the industry into a
standard that you wrote five years ago, you risk a nimbler, short-term
startup bypassing the standard entirely with a disruptive, next-generation
technology (e.g., laser comms completely displacing radio frequencies).
To help apply this framework directly to your business
model, let me know:
- What
sub-sector of the space industry are you operating in? (e.g.,
launch services, satellite components, or ground stations)
- What
is your company's current maturity phase? (e.g., early seed-stage
R&D vs. fully operational with existing contracts)
I can help map out a custom timeline of which specific
standards committees to join or avoid based on your position.
Prompt: What are examples of de facto standards in the space industry?
De facto standards emerge through rapid market
adoption, historical dominance, or sheer technological efficiency rather than
through a formal voting process by a standards committee. In the space
industry, these standard protocols dictate how companies build, launch, and
operate hardware. [1, 2]
🚀 Hardware Form Factors
CubeSats (The 1U Form Factor): Originally developed
by Stanford and Cal Poly as an educational framework, the standard 10x10x10
cm cube format is the absolute de facto structural baseline for the
entire small satellite market. Satellite deployers, launchers, and components
are universally manufactured to match these "U" measurements. [3]
PC104 Boards: For satellite internal computers and
electronics architecture, the PC104 form factor (inherited from rugged
terrestrial industrial computing) became a de facto standard for
stacking boards cleanly inside small spacecraft before newer standards caught
up.
🛰️ Commercial Launch
Configurations
ESPA Rings: Developed initially for military payloads
by Moog, the EELV Secondary Payload Adapter (ESPA) became the de
facto industry adapter ring for rideshare missions. If a company
manufactures a small satellite, they almost always ensure its separation
mechanism mounts cleanly onto a standard ESPA port.
SpaceX Transporter Port Specs: Because SpaceX
dominates the commercial rideshare market, their internal launch vehicle
manifests, environmental testing criteria, and deployment mechanical interfaces
have become de facto rules that small-sat startups must build toward if
they want access to affordable orbits. [4]
💾 Data & Software
Ecosystems
Linux in Flight Software: While legacy aerospace
relied exclusively on proprietary, hyper-specialized real-time operating
systems (like VxWorks), Linux has become a de facto operating
system choice for private constellation operators and commercial rocket flight
computers due to its vast developer pool and open flexibility.
TLEs (Two-Line Element Sets): Originally created by
NORAD decades ago, this data format is the global de facto format used
to track and communicate the orbital elements of objects in Earth's orbit.
Despite its limitations compared to modern vector formats, almost all tracking
software and tracking entities still ingest TLE data. [5, 6]
📡 Ground Stations &
Frequency Allocation
SpaceX Starlink / User Terminals: In the consumer and
commercial satellite internet market, the mass production and design of
Starlink's phased array user terminals have created a de facto ecosystem
standard for satellite-to-ground consumer connectivity.
The S-Band / X-Band Paradigms: While the International
Telecommunication Union (ITU) controls formal spectrum allocations, the
commercial space supply chain has forced de facto consensus on hardware
pricing—meaning most small satellites use identical, off-the-shelf S-band
radios for telemetry and X-band radios for high-speed data downlinks
simply because those components are cheapest and easiest to source. [7]
Are you looking to design a subsystem that needs to
fit into one of these established ecosystems, or are you trying to determine if
your proprietary technology can overthrow a current de facto baseline?
Let me know:
What specific aspect of space tech are you building?
(e.g., satellite hardware, communication tech, or launch adapters)
Do you want to know how to ensure backward compatibility
with these legacy de facto systems?
[3] https://www.spacesymposium.org
