Barrel design and structural-analysis software

Better tools, less noise.

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.

See WALLACE capabilities

01 / Structural design / Traceable results

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M7 external geometry / study 03
Conceptual M7 external profile study A long, slender abstraction of the M7 barrel geometry. This diagram isolates the barrel profile, while the analysis model treats the complete assembled barrel + component stack as one system. A study can evaluate the unsuppressed configuration, the suppressed configuration, or compare both. The bore and principal outside diameters share one relative scale. The maximum rear diameter continues through Station A, the B-to-C section tapers to the muzzle-extension diameter, and the forward taper ends midway between Stations E and F before a constant-diameter run into the square muzzle-device shoulder. It is not production geometry. ABC DEFG
Analysis models the complete assembled barrel + component stack—unsuppressed, suppressed, or both Illustrative 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.

See WALLACE capabilities

Scientific foundation / Core

NICHOLAS

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.

See how results are checked

Independent R&D / Model challenge

MURPHY

Where good answers go to get picked apart.

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.

  • Historical replay
  • Model challenge
  • Uncertainty studies
  • Robustness testing
  • Review packages
WALLACE designs NICHOLAS evaluates MURPHY challenges

WALLACE / Shop-facing capabilities

From measured setup to production-ready geometry.

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.

  1. 01
    AssemblyConfiguration recorded
  2. 02
    Shop envelopeManufacturing limits applied
  3. 03
    ObjectiveUser-controlled priority
  4. 04
    ReviewAssumptions and evidence attached
M7 / Study 03 Illustrative subset loaded
Selected geometry direction The M7 baseline geometry with the barrel tenon, gas journal, muzzle shoulder, and muzzle interface held fixed.
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.

Priority
System balance
Held fixed
Tenon + journal + muzzle shoulder + muzzle interface
Review focus
Mass / stiffness / thermal behavior
Configuration attached Constraints enforced Evidence linked

03 / Method

Every answer should show its work.

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.

Setup
02

Record assumptions

Store boundary conditions, simplifications, uncertainty, and missing measurements with the study.

Traceable
03

Run and challenge the models

Evaluate candidates, confirm finalists at higher fidelity, and compare independent checks where they are available.

Evaluated
04

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.

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