Division 03 · 11 capabilities

Applied AI & Automation

Production-grade agents for the operations that run a business — gates, fleets, billing, markets and growth — plus digital twins, private LLMs, strategy and talent. Engineered to capture decisions, not just data. Delivery centre in Bengaluru.

11Capabilities
5Ops agents
SOC 2Type II
ISO27001
Fig. 01 — Agent stack
Fig. 02 — Applied AI instrument Where agents sit on the other two divisions
Capabilities by stack
Agents on the physical record

Who this division is for

Operators who already have warehouses, fleets or plants and need software that will sit on those records — not a slide deck. Controls are SOC 2 Type II, ISO 27001 and GDPR-grade by default. Delivery is from Bengaluru onto the India network.

An agent that cannot see the dock is a demo. Ours sit on the live file.

Conventional software

Rules. What should happen.

  • Static rules that do not move when the dock does.
  • Exceptions resolved in mail, chat and spreadsheets.
  • Approvals scattered across tools nobody searches later.
  • The invoice cannot see the GPS trail or the gate event.
Asterique agents

The record. What happened.

  • Overrides, dock decisions and payable exceptions written down.
  • Past decisions searchable when the next similar case arrives.
  • Ask the warehouse, the fleet or the bill in language — AskDB.
  • SOC 2 Type II and ISO 27001 on the platform that holds it.

How an agent is placed

  1. Name the process

    Gate, invoice, fleet, twin or a question you already ask a database. That is the first note.

  2. Bind the record

    The agent sits on the warehouse, the GPS fleet or the lab file — not a copy someone emailed last week.

  3. Ship from Bengaluru

    AutoGate, Fleet AI, Vendor Payable, twins and AskDB are written here and rolled onto Mumbai, Delhi, Pune, Ahmedabad and Indore sites.

  4. Hold the control

    SOC 2 Type II, ISO 27001, GDPR-grade retention and deletion. The same team that shipped it still answers.

What you send

The process that keeps slipping.

A dock queue, a freight invoice you do not trust, a fleet you cannot predict, or a database nobody can query in language. Name the system it has to sit on.

What you get

An agent on the operation.

A production deployment from Bengaluru, with the option to land it on a logistics site or a Pune lab record under one contract.

Practice areas

Logistics & mobility

The gate and the bill.

AutoGate on the plant gate. Fleet AI on the 1,800+ GPS vehicles. Vendor Payable on freight and warehouse invoices — before you pay.

Markets & models

The feed and the book.

Terminal X for regulatory and market data. Algo trading for rule-based execution. Custom LLMs that stay on one business’s records.

Growth & the floor

Ask, train, reach.

AskDB on operating databases. Growth Suite — MGrow, Content AI, LearnPro, WhatsApp — for outreach and training. Strategy and talent when the first agent is not the last hire.

Where the agents sit

Not horizontal software. Each placement is shaped by the dock, the regulator or the invoice the operator already has.

01 · Manufacturing

Gate, fleet, payable.

The slip
Truck delays, dock congestion, manual approvals, freight leakage.
The file
AutoGate, Fleet Management AI, Vendor Payable — on the same plant record.
02 · 3PL & warehousing

Invoice, dispatch, question.

The slip
Billing leakage, dispatch delays, no single view of the vehicle or the stock.
The file
Vendor Payable, Fleet AI and AskDB on the warehouse operating system.
03 · Heavy industry

Weighbridge and dispute.

The slip
Gate queues, weighbridge bottlenecks, billing disputes after the truck has left.
The file
AutoGate at the gate, Vendor Payable on the bill, Fleet AI on the haul.
04 · Markets & desks

Extract, then decide.

The slip
Manual collection of regulatory and market data; research time spent extracting, not reading.
The file
Terminal X, Algo Trading and AskDB — Bengaluru-built, on your feeds.

Capability index

03.01AutoGate — Plant-Gate Orchestration

Paperless plant-gate and dock control. Warehousing and 3PL engagements can arrive with it already sitting under the operation. Ahmedabad industrial sites and selected NCR docks are typical first placements; the same agent then rolls to the rest of the backbone.

03.02Fleet Management AI

IoT telematics and models that make a thousand-vehicle fleet predictable — deployed from Bengaluru onto the India fleet. The 1,800+ GPS vehicles are the published substrate; Indore is a named telematics node.

03.03Vendor Payable — Freight Billing Audit

Freight and warehouse invoices audited against the activity records the operation itself produced, before you pay. The dock, the GPS trail and the bill are one file — not a PDF someone forwarded.

03.04Digital Twin Development

A living model of a plant or network, rehearsed before a lane, a layout or a line is committed. Useful when a warehouse redesign or a new corridor is still an argument and not yet a purchase order.

03.05Enterprise AI Strategy & Consulting

A realistic roadmap from ambition to deployed systems, written by people who also ship the agents. The strategy note and the first AutoGate or AskDB deployment can be the same engagement.

03.06Custom LLM Implementations

Private, fine-tuned language models that speak one business, on that business's records. Not a public chatbot on your letterhead — a model that stays on your file.

03.07AI Talent Advisory

Building the in-house team that will still be there after the first deployment. Use it when you want operators in the room, not a permanent dependency on a slide deck.

03.08Algo Trading

Rule-based and AI-orchestrated execution across markets. A named capability for buyers who already run that book and want it in the same group as Terminal X.

03.09Terminal X — Market-Data Agents

Autonomous agents that extract and normalise regulatory and market data. Built in Bengaluru; useful when the input is filings and feeds, not a warehouse WOS.

03.10AskDB — Conversational Analytics

Questions to operating databases in plain language — inventory, orders, SLAs. The control tower and the warehouse file are the usual first bindings.

03.11Growth Suite

MGrow, Content AI, LearnPro and WhatsApp bots for outreach, training and engagement. The commercial edge of the same Bengaluru stack — not a separate agency.

Will AutoGate arrive with a warehousing engagement?

It can. Warehousing and 3PL briefs may include AutoGate on the dock from day one. That is the point of one group — the agent is not a second vendor.

Where is applied AI delivered from?

Bengaluru is the delivery centre. Models roll onto Mumbai, Delhi, Pune, Ahmedabad and Indore sites, and onto the rest of the 16-hub backbone as the brief requires.

What controls sit on the platform?

SOC 2 Type II and ISO 27001 on the AI platform, with GDPR-grade retention and deletion as the default posture.


Applied AI desk

Name the process the agent has to sit on.

Bengaluru replies. If the process is a dock or a freight bill, logistics is already copied.