The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Workflow automation for the deal cycle.
Exporters & Import Trading Houses
A large share of the day is mechanical work that does not need a brain: chasing a supplier for a sample, forwarding a buyer's revised quantity, updating everyone on a shipment milestone, sending the same status reminder by hand, re-keying an order from an email. It is slow, error-prone, breaks when the one person who knows the steps is away, and buries skilled people under clerical work.
Who has it
Indenting and sourcing agents, where the deal cycle is mostly chasing and forwarding, and the routine internal admin across all segments.
What we build
The repetitive internal processes the firm runs the same way every time (status updates, document forwarding, sample and quote chasing, milestone reminders) run on rules, so the routine steps happen on their own and only the judgement calls reach a person.
What is automated, where AI helps, who signs off
The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Workflow automation for the deal cycle.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for Workflow automation for the deal cycle; it never owns the number, the approval, the promise or the decision.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
The mechanical chasing and forwarding runs on its own; the team's day shifts to the work that needs judgement; a process stops depending on who remembered or who is in today.
Illustrative outcome
Routine chasing and status-update hours largely removed. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.