Daniel Taki, Chief Technology Officer at Alliance Chemical
Leadership Profile

Daniel Taki

Chief Technology Officer at Alliance Chemical — Industrial Automation & Applied AI. By 38, Daniel had built Alliance's complete logistics and AI stack from scratch: a fully agentic freight engine with live LTL booking, hazmat classification, and DOT compliance checks; a Claude-powered quoting agent that pulls accurate pricing and scans hazmat resources for the sales team; and a warehouse operations platform covering inspections, lot tracking, and PLC-to-RFID handoff. Trained in EE, CNC machining, PLC programming, and welding.

EE Engineering Degree
38 Stack Built By
9 LTL Carriers
AI+PLC OT / IT Bridge
Brought Alliance Chemical online. Transparent pricing, 1-2 business day shipping, and AI-classified hazmat at checkout — ecommerce expectations applied to a 25-year chemical distributor.
01

About Daniel

Chief Technology Officer at Alliance Chemical — Industrial Automation & Applied AI.

Daniel Taki is Chief Technology Officer at Alliance Chemical — a DoD Bronze Medal DLA supplier shipping specialty chemicals across the United States since 1998. He brought engineering precision to a logistics problem most chemical distributors still solve with phone calls: fully agentic LTL freight booking with live rate shopping, DOT hazmat classification at order time, and a Claude-powered quoting agent that scans hazmat resources and pulls accurate pricing before a quote ever reaches a customer. Before that stack existed, every LTL shipment meant a manual call to a freight broker, DOT compliance was checked by hand, and the systems that did exist didn't talk to each other. Daniel replaced all of it.

The stack Daniel built: a per-mile freight-pricing engine across 9 LTL carriers with agentic booking, automated shipping with AI hazmat classification (packing groups, segregation rules, state restrictions, carrier compatibility), a warehouse operations platform covering hazmat inspections, lot tracking, and PLC-to-RFID weight handoff, and a Claude-powered quoting agent that handles inbound quote requests end-to-end for the sales team.

On the AI side, Daniel oversaw agentic AI quoting, customer-support and credit-application AI, and the hazmat-aware AI guardrails that validate H-codes, GHS data, and dangerous patterns before any AI output reaches a customer. He holds a BS in Electrical Engineering from Texas State University.

On the Record
On transparent pricing "Chemical buyers have been trained to call for a quote because distributors historically used pricing opacity as a moat. We decided to compete the other way — show the freight cost down to the mile at checkout, let the price speak for itself, and remove every reason to pick up the phone before placing an order."
On fast shipping in a regulated industry "1-2 day ship for hazmat is not the default in this industry. It requires real infrastructure — AI that classifies packing groups at order time, a warehouse that runs DOT inspection workflows on a deadline, and a ShipStation integration that fires the moment an order clears. We built all of it so the customer just sees a delivery date."
On Claude-powered quoting "A sales quote for a hazmat chemical is not a simple lookup. You need accurate freight to the zip code, the right packing group, any state-level restrictions, and the SDS data to back it up. We put Claude in the loop so the agent scans all of that automatically before the quote goes out. The sales rep reviews it — but the research is already done."
02

Areas of Expertise

What Daniel works on most frequently.

Applied AI for regulated industries
Agentic AI systems
LLM application development
Retrieval-augmented generation
AI safety guardrails
B2B customer portals
Headless Shopify commerce
Freight rating engines (LTL)
ShipStation automation
TMS / freight broker integrations
Warehouse inspection workflows
UPS WorldShip integration
Hazmat label generation
Lot tracking & COA workflows
ERP & QuickBooks integrations
Generative-engine optimization
SCADA / PLC / RFID systems
Electrical engineering
CNC machining
PLC programming
Welding
Woodworking
03

Credentials & Recognition

Engineering credentials and trade training.

DEGREE · ELECTRICAL ENGINEERING

Bachelor of Science, Electrical Engineering

Texas State University

Foundational training in circuits, control systems, embedded systems, and power electronics — the substrate underneath Daniel's industrial-automation and applied-AI work.

AWARD · DEFENSE LOGISTICS AGENCY

DoD Bronze Medal DLA Supplier

DLA Supplier Performance Medallion — Bronze

Alliance Chemical — Daniel's employer since 1998 — holds DLA supplier status with a Bronze Performance Medallion. Daniel's technology infrastructure supports the compliant packaging, hazmat classification, and shipping documentation that backs every order fulfilled against that credential.

04

Industries Served

Customer surfaces Daniel's tech infrastructure powers.

SECTOR 01 · FEATURED

Agentic Freight Engine

Live LTL rate shopping across 9 carriers, agentic booking (no human dispatcher), hazmat inspection that checks packing groups, placards, carrier restrictions, and state-level regulations before every shipment. The system classifies, books, and fires a Twilio SMS to the customer — all without a human in the loop.

SECTOR 02

Warehouse Operations Platform

Hazmat inspection workflows with deadline tracking and miss-reports, LTL pallet builder, UPS WorldShip integration, COA queue management, lot-number tracking, and batch hazmat label generation from UN numbers. After QC inspection passes, weight is recorded from a PLC to an RFID tag through Alliance's SCADA system.

SECTOR 03

Freight & Shipping Automation

Dynamic per-mile freight pricing across LTL carriers (R+L, Saia, ABF, SEFL, XPO, Old Dominion, FedEx Freight, Estes, YRC) with density-based freight-class calculation. Real-time rate quoting through ShipperHQ across 16 US regions. Automated ShipStation dispatch with Twilio customer SMS and AI-driven hazmat classification.

SECTOR 04

AI for a Regulated Catalog

Agentic LLM tooling for customer quoting and email triage, automated B2B credit-application evaluation, hazmat-aware AI guardrails for SDS/GHS/DOT-regulated content, and a generative-engine SEO pipeline (8-stage retrieval-grounded blog rewrite). All in production in front of customers and search engines.

05

Authority on Industrial Automation & Applied AI

The questions Daniel answers most often about automating a regulated chemical distributor.

ANGLE 01 · AGENTIC FREIGHT

Live LTL Booking with Hazmat Compliance

Daniel's freight engine shops live LTL rates across 9 carriers (R+L, Saia, ABF, SEFL, XPO, Old Dominion, FedEx Freight, Estes, YRC), selects the best rate, and books the shipment agentically — no dispatcher. Before booking, it checks packing groups, placard requirements, carrier-specific hazmat restrictions, and state-level regulations. The system has handled every Alliance Chemical LTL shipment in production.

ANGLE 02 · LOGISTICS

Dynamic Freight Pricing per Mile

An LTL freight rating engine that prices freight accurately to the mile across major carriers — R+L, Saia, ABF, SEFL, XPO, Old Dominion, FedEx Freight, Estes, YRC. Density-based freight-class calculation (classes 50–125) and real-time rate quoting through ShipperHQ across 16 US regions. The pricing engine also feeds Amazon channel pricing through a (Shopify + freight) × 1.12 formula.

ANGLE 03 · LOGISTICS

Automated Shipping & AI Hazmat Classification

ShipStation SHIP_NOTIFY webhook on AWS Lambda auto-extracts carrier and tracking number, then sends a Twilio SMS to the customer. An AI hazmat decision engine uses pgvector for similarity search against historical shipments, auto-assigning packing groups and segregation rules. MyCarrier TMS integration for freight booking. Batch hazmat label generation from UN numbers.

ANGLE 04 · APPLIED AI

Claude-Powered Agentic Quoting

An agentic quoting system with Claude in the loop: classifies inbound quote requests, scans hazmat resources (SDS, DOT packing groups, carrier restrictions), pulls accurate per-mile freight pricing, and drafts a complete quote with hazmat fees, quantity discounts, and lead times for the sales agent to review. The sales rep approves — the research and pricing work is already done.

ANGLE 05 · AI SAFETY

Hazmat-Aware AI Guardrails

AI safety tooling for a regulated chemical catalog: H-code → PPE mapping (e.g., H314 → chemical-resistant gloves + face shield), dangerous-pattern detection ("touch bare hands", "no PPE needed", "mix with bleach"), GHS hazard validation against SDS, and low-confidence flagging for manual review. Sits in front of every AI-generated piece of customer or compliance content.

ANGLE 06 · WAREHOUSE OPS

Warehouse Operations Platform

A unified ops platform covering hazmat inspection workflows (with deadline tracking and miss-reports), LTL pallet builder, UPS WorldShip integration, COA queue, lot-number tracking, and batch hazmat label generation. After QC inspection passes, weight from a PLC is recorded onto an RFID tag through Alliance's SCADA system, closing the loop between plant-floor controls and the digital order.

06

Contact

For technology, automation, AI, or platform questions.

Phone: 512-365-6838 (Mon–Fri 8am–5pm CT)
Address: 204 S Edmond St, Taylor, TX 76574

Building something regulated and automated?

Daniel and the Alliance Chemical engineering team consult on industrial automation, applied AI for regulated catalogs, and the OT/IT architecture that lets a chemical distributor ship like a software company.

Contact Engineering 512-365-6838 Mon–Fri 8am–5pm CT