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TCS-i Core Module

Defeat DIM Weight.
Optimize Every Parcel.

Built strictly for high-volume 3PLs. Our physics-first cartonization engine calculates the absolute tightest packaging configuration in milliseconds—eliminating wasted air, slashing courier penalties, and maximizing your margins.

> Pack an 11-item mixed order (3 heavy hardware bases, 5 retail boxes, and 3 slim accessories) into the tightest possible carton.
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Semantic Engine Live

Warehouse Operators Speak English.
Not JSON.

TCS-i bridges the gap between complex geometry and human intent. Use our API to integrate natural language directly into your WMS or chat systems, allowing floor staff to bypass complex payload mapping.

The Core Differentiator

The Sub-Second Compute Barrier.
And How We Break It.

The ultimate mathematical challenge in API-driven fulfillment is finding the best 3D configuration in under a second. Here is why legacy systems fail, and why our architecture wins.

The "General Case" Ceiling

Traditional optimization engines are built for the general case. When subjected to the strict sub-second latency constraints of enterprise fulfillment, they inevitably hit a mathematical compute ceiling. Unable to process complex, client-specific packaging rules in real-time, these static solvers are forced to terminate early—defaulting to suboptimal volumetric configurations that continuously leak operational margin.

Result: Stagnant Efficiency

The Algorithmic Fingerprint

The TCS-i architecture is engineered for continuous self-evolution. Instead of running static calculations, our engine learns from your historical API payload data to map specific SKU behaviors. It dynamically rewrites its own heuristics to forge an algorithmic fingerprint unique to your warehouse—achieving significantly deeper, highly customized volumetric optimizations within the exact same sub-second window.

Result: Compounding ROI

The Evolution of Parcel Logic

Basic Tetris algorithms waste money by ignoring the physical realities of e-commerce fulfillment. We built TCS-i to understand physics, not just geometry.

Legacy API Solvers

Rigid & Theoretical

  • Ignores Polybags

    Treats a soft poly mailer like a rigid cardboard box, calculating wasted air that doesn't actually exist.

  • Volume Obsession

    Forces packers into awkward, overly-tight configurations just to save 2% volume, slowing down fulfillment.

  • Gravity Blind

    Puts heavy engine parts on top of fragile cosmetic bottles because it mathematically 'fits'.

TCS-i Cartonization

Physics-First Intelligence

  • Material Awareness

    Understands the difference between rigid corrugated cartons and flexible shrink-wrap or poly mailers.

  • Multi-Objective Routing

    Optimizes for what matters to you today: Lowest Courier Rate, Minimum Box Count, or Max Speed.

  • Center of Gravity Logic

    Enforces fragility constraints and anchors heavy items to the base automatically.

Engineered for 3PL Profitability

Every cubic centimeter of wasted space eats directly into your margin. Our engine transforms packing logic into a powerful financial lever.

Crush Dimensional Weight

Couriers penalize you heavily for shipping air. TCS-i continuously scans your SKU combinations to select the precise box that tightly hugs the physical volume of the order. Dropping just one box size tier can slash shipping rates by up to 15% per parcel.

Avg. Dim Reduction
18%
Lower volumetric weight billed

Protect Fragile Parcels

Stop relying on packers to guess what goes where. Our engine mathematically computes the Center of Gravity (CoG) and enforces strict fragility rules, anchoring dense, heavy items to the base and safeguarding delicate SKUs on top.

Eliminate Corrugated Waste

A tighter pack means less void fill and fewer boxes purchased. TCS-i provides exact corrugated reduction analytics, allowing 3PLs to pass packaging cost savings back to their merchants while vastly improving ESG reporting.

Plug into Your WMS in Minutes

1

Generate Key

Subscribe via Google Cloud Marketplace to instantly generate your secure API token.

2

Map Dimensions

Send standard JSON containing your SKU dimensions, weights, and available shipping boxes.

3

Receive Output

Get sub-second responses detailing exactly which box to use and exact 3D coordinates.

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