The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Secondary-sales visibility and live dashboards.
Distribution & Trading
Secondary-sales visibility and live dashboards
The principal pays schemes and sets targets on what actually sold through to the retailer (secondary sales), but the distributor's record of that is a salesman's manual entry, a half-used app, or a guess. And the owner waits days for a month-end Excel everyone argues about, and "true margin by principal" is a guess because credit cost, dead-stock cost and (for pharma) expiry are never charged cleanly to each principal and line. The owner sees turnover, not the cash cycle or true margin.
Who has it
Every segment, with the secondary-sales view sharpest for FMCG distributors and C&F agents, since the principal pays on it; the command centre is universal.
What we build
Secondary-sales capture (sell-through by outlet, productive-call rate, an automatic flag when an outlet stops ordering or a line is under-distributed), plus always-current dashboards over the connected layer: the cash cycle on one number, dead and near-expiry stock in rupees, receivables ageing, fill-rate, and gross margin by principal and by line after credit and dead-stock cost. The "true ROI per principal" view feeds the principal-appointment pitch in revenue operations.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for Secondary-sales visibility and live dashboards; 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 weekly review runs off one screen everyone trusts; under-distributed lines and lapsing outlets surface; the principals that are barely profitable after credit and dead-stock cost become visible and can be repriced or dropped.
Illustrative outcome
Decisions off live numbers; unprofitable principals and lines surfaced and acted on. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
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
What tends to pair with this one.
Same industryCollections, credit-limit and ageing disciplineSee what we buildSame industryAsk your data in plain EnglishSee what we buildSame industryAutomationSee what we buildAgri-Inputs & AgritechMargin-by-principal, per-counter and uptime dashboardsSee what we buildAgri-Processing & CommoditiesOwner command centre: live dashboardsSee what we buildAuto Components & AncillaryLive dashboards: OEM scorecard, cost-of-poor-quality and true marginSee what we build
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