Materials intelligence
for defense & aerospace.
Define your constraints. Watch a seven-phase AI pipeline screen candidates, predict properties, run thermodynamic analysis, and rank results. Live.
Free scan · Reports from $1.5K
150K+
Materials
115
Curated Alloys
29
Families
7
Environments
01 — Screening
Filtering candidates against your constraints — temperature, density, supply chain.
4 of 55 curated alloys passed · 150K+ materials screened
Built for teams that can't afford to guess
“We spent three months on materials selection for a turbine housing. This would have given us the same shortlist in an afternoon.”
Senior Materials Engineer, Tier 1 Aerospace
“The supply chain filtering alone is worth it. We can't have Chinese-sourced alloys in defense applications. This tool catches it automatically.”
Program Manager, Naval Systems
“The literature synthesis phase is remarkable. It found papers our team hadn't seen, with directly relevant experimental data.”
R&D Director, Advanced Manufacturing
What you get
Anatomy of a report.
Real pages from a generated report. Arctic defense vessel hull plating. 503 candidates screened, 3 recommended, 11 sections.
Instant clarity on the right material.
503 candidates screened. Three survive. The executive summary gives you ranked recommendations with composite scores, primary advantages, and a clear rationale. Ready for your program manager in minutes, not months.
Literature intelligence
Every report's literature section is backed by real academic papers, not hallucinated references. Try it yourself.
AI research assistant
with real citations.
SciWeave searches 250M+ scholarly works and returns expert-level answers backed by real papers with DOIs. Every claim is traceable to a source. No hallucinations. No fabricated references.
ALLOYFATHER uses SciWeave to power the Literature Evidence phase: extracting material properties, failure modes, and processing routes from published research, then cross-validating against computed values.
What are the mechanical properties of HY-80 steel for marine hull applications?
How it works
Describe what you're building.
Plain English or structured input. Tell us the application, operating environment, temperature range, mechanical requirements, cost ceiling, and supply chain restrictions.
“Turbine blade for next-gen fighter jet engine. Operating at 800–1200°C sustained. Must withstand 10M fatigue cycles. No Chinese or Russian supply chains. Budget under $900/kg.”
Capabilities
29 families: superalloys, Ti, HEAs, HSLA, armor, refractory, ceramic
Materials Project DFT + SMACT novel compositions + curated DB
Arctic · tropical marine · high-temp oxidizing · acidic · desert · space vacuum
ITAR-aware supply chain
Country-of-origin exclusion · CN/RU flagged · HHI concentration index
MIL-STD, ASTM, AMS, ISO, EN
Every candidate validated against your compliance requirements
Hard cost ceiling ($/kg)
Budget enforced during screening, not after. Won't recommend what you can't field
11-section consultation report
Executive summary → cross-validation → trade study → recommendations
Literature-backed with DOIs
SciWeave NER extraction from 250M+ scholarly works · no hallucinated refs
CHGNet ML property predictions
Universal potential energy/stress/magnetic moments for all MP candidates
Stop guessing.
Start specifying.
Free screening scan shows candidates instantly. Full report delivers the analysis your team needs.