Alpha Labs handles one-off engineering projects for barrelmakers and licenses WALLACE as a customized, securely hosted platform. NICHOLAS is the proprietary modeling engine behind every design. MURPHY challenges the assumptions behind it. Individual clients can commission a barrel design through the same system.
Analysis models the complete assembled barrel + component stack—unsuppressed, suppressed, or bothIllustrative geometry only. Production dimensions remain confidential.
02 / Systems
WALLACE designs. NICHOLAS evaluates. MURPHY challenges.
Licensed design platform / Flagship
WALLACE
WALLACE is the shop-facing design platform: select components, enter measured dimensions, set machine limits and design goals, compare candidate geometries, and package the result. Barrelmakers can license it as a customized, securely hosted environment built around their operation.
NICHOLAS is Alpha Labs’ proprietary modeling engine for the complete assembled barrel + component stack. It treats the assembly as one coupled system, evaluates unsuppressed and suppressed configurations independently or side by side, and retains the assumptions, evidence, and limits behind every result.
MURPHY is Alpha Labs’ independent research and challenge system. It replays Nicholas history, challenges models, runs controlled computational studies, and probes uncertainty and robustness. Consequential findings return as evidence packages for review—it can question production science, but it cannot quietly rewrite it.
License a customized, securely hosted platform that models the complete assembled barrel + component stack, evaluates geometry within your manufacturing constraints, compares viable designs, and preserves every input, assumption, and evidence record behind the result.
01 / Machine envelope
Screen geometry against your equipment.
Enter maximum workpiece length, station and shoulder limits, minimum station spacing, maximum taper angle, slenderness limit, and the available work support. WALLACE rejects geometry outside those limits before optimization.
Workpiece length
Station count
Shoulder count
Minimum spacing
Taper angle
Length / diameter ratio
Tailstock / steady rest
02 / Assembly model
Evaluate the complete assembled barrel + component stack.
Build one study from the material, external geometry, rear support, handguard, gas system, front stack, passive component mass, and interface state. WALLACE checks the combination and clears choices that no longer fit.
03 / Trade space
The barrel is the tuner.
WALLACE designs the barrel geometry as the tuning element within the complete assembled system rather than treating a finished barrel as something to tune afterward. It compares mass, center of gravity, stiffness, dynamic response, thermal and tolerance robustness, and geometry complexity, then returns ranked or tradeoff directions.
04 / Evidence
See exactly what information is missing.
WALLACE identifies the measurement that is blocking the setup and accepts a shop measurement for that configuration. The measured value stays separate from the catalog record, and the software does not guess from a product name or photograph.
05 / CAD handoff
Create a CAD handoff package.
The current post-processor can produce 1:1 STEP, STL, and dimensioned DXF files, plus a geometry-validation report and file manifest. Export remains locked until the required inputs, constraint checks, and validation status are complete.
06 / Reproduction
Save the complete study and run it again.
WALLACE records the configuration, components, objectives, evaluator versions, evidence, and results together. Runs can be checkpointed, and the archive package preserves the exact inputs needed to reproduce the study later.
Simplified capability slice / M7 configuration
Change the objective. Keep the rules fixed.
This deliberately simplified geometry study illustrates one narrow WALLACE workflow: re-ranking an admissible contour set while interfaces, shop limits, and evidence stay fixed. It represents only a small fraction of the platform’s modeling, optimization, verification, and production-handoff capability.
01
AssemblyConfiguration recorded
02
Shop envelopeManufacturing limits applied
03
ObjectiveUser-controlled priority
04
ReviewAssumptions and evidence attached
M7 / Study 03Illustrative subset loaded
M7 baseline shown in ghost. Station marks follow the selected contour. Bronze edges mark fixed interfaces.
Review direction / M7-B
Balanced system
Uses the M7 profile as the baseline while preserving every required interface and manufacturing rule.
WALLACE keeps the inputs, assumptions, calculations, and measurements behind each result in view. You can tell what is known, what is modeled, and what still needs to be proven.
“Trust us” isn’t a validation method.
01
Define the study
Select the assembly, manufacturing limits, design constraints, and the result you want to improve.
Setup02
Record assumptions
Store boundary conditions, simplifications, uncertainty, and missing measurements with the study.
Traceable03
Run and challenge the models
Evaluate candidates, confirm finalists at higher fidelity, and compare independent checks where they are available.
Evaluated04
Report the evidence
Show what is modeled, what is measured, what remains uncertain, and which test would improve the decision next.
Reviewed
Contact Alpha Labs
Three ways to work with Alpha Labs.
Barrelmakers can hire Alpha Labs for a one-off project or license the complete WALLACE platform. Individual clients can commission a barrel design and managed build.