This is a major Indian flavoured water and beverages brand operating in one of the most distribution-intensive segments of the FMCG market. Beverages at scale are a logistics and execution business as much as they are a product business. Getting the right SKUs to the right outlets through the right distributors, at the right time and at the right price, is the operational challenge that separates brands that grow with control from those that grow and then struggle to sustain it.
What made this brand’s situation distinctive is the nature of its fulfilment model. Unlike brands that sell directly to channel partners, this business operated primarily through distributors. Every order placed by a modern trade buyer, quick commerce platform, or e-commerce channel was fulfilled via a distributor network, not directly by the brand. This created a structural challenge that many growing FMCG businesses eventually confront: the brand bore commercial responsibility for fulfilment quality, but the execution happened one step removed, through partners whose operations were difficult to see into and even harder to coordinate in real time.
For a long time the business managed this through a combination of fragmented order intake processes, manual PO handling, and distributor coordination that relied heavily on individual relationships rather than system-level visibility. It worked well enough at lower volumes. As the business grew, the gaps became impossible to ignore.
250+ hours/month
Time previously spent on manual invoice capture, data entry, approval chasing, GST reconciliation, and cross-entity tracking has been reclaimed.
3x faster execution with clean SOs
PO to SO automation and GRN-based fulfilment tracking ensure every order entering the SAP pipeline is commercially accurate.
85% reduction in manual effort
The vast majority of manual effort previously required for order processing, rate validation, discrepancy resolution has been eliminated.
The Problem: Fulfilment runs through distributors but your visibility doesn’t
The core challenge this brand faced was a visibility problem with serious operational consequences. All orders were fulfilled exclusively via distributors, but the brand had almost no insight into how those orders were actually being executed. POs came in, were handed off to distributors, and then largely disappeared from view until fulfilment happened, or didn’t.
PO errors were one of the most immediate sources of disruption. When a customer PO arrived with an incorrect rate, a mismatched case configuration, a wrong distributor mapping, or a GST discrepancy, the handoff from the brand to the relevant distributor was delayed until the error was resolved. These delays were not just administrative inconveniences. Every hour between PO receipt and clean distributor handoff was an hour the distributor couldn’t begin planning their fulfilment, which meant appointments were delayed, delivery windows were missed, and channel partners experienced the brand as unreliable regardless of the fact that the product itself was perfectly good.
Fragmented order intake made the problem systemic rather than occasional. POs were coming in through multiple portals and channels without a unified intake process. The result was delays in processing, POs that expired before they could be acted on, and orders that simply fell through the gaps of a system that was never designed to handle intake at the volume and variety the brand was experiencing. Each missed or expired PO was a missed revenue opportunity and a mark against the brand’s execution reputation with the channel partner who had placed the order.
Primary order planning was essentially nonexistent as a real-time capability. Without live visibility into what POs had arrived, which were in process, which had been handed to distributors, and which were in progress toward fulfilment, the sales and commercial teams had no meaningful data to plan against. Decisions about inventory positioning, distributor loading, and channel prioritisation were being made on lagged information or intuition rather than on a current picture of what was actually moving through the system.
The absence of distributor-level and account-level visibility compounded all of this. The brand could not easily answer questions like: which distributor is underperforming on fill rates this week? Which accounts have open POs that haven’t been actioned? Where are the fulfilment gaps likely to emerge before the end of the month? These are the questions that inform good commercial decision-making, and they were unanswerable without significant manual data gathering.
The Solution: Fragmented intake to a single intelligent execution layer
The brand partnered with Finifi to replace a fragmented, visibility-poor order execution process with a unified, automated system integrated directly with TallyPrime. The solution was built around giving the brand what it had never had: real-time visibility into every PO, at every stage, across every distributor and channel account.
AI-Powered PO Validation
Finifi’s AI-led PO reading, mapping, and validation engine sits at the front of the entire process. Every incoming PO, regardless of channel or format, is read automatically, with the relevant data extracted and validated against defined parameters covering rate, MRP, case configuration, distributor mapping, outlet GST, and account-level rules before anything moves to handoff. What had previously required manual checking of every PO, a process prone to both delay and error, now happens automatically at ingestion. Clean POs move to distributor handoff immediately. Those with issues are flagged as exceptions for fast resolution before they cause downstream disruption.
Faster Exception Resolution
Exception-based workflows ensure that PO mismatches, whether they involve pricing discrepancies, incorrect distributor assignments, GST differences at the outlet level, or case configuration errors, are surfaced immediately with the specific issue identified and the relevant context available for quick resolution. The team no longer discovers errors at the handoff stage or, worse, after the distributor has already attempted to process the order. Exceptions are resolved at source, handoffs are clean, and the distributor receives accurate, actionable order information from the moment they engage with it.
Distributor-Level Visibility
Distributor-wise and account-wise visibility into POs and fulfilment progress gives the brand something it never had before: a live view of how its orders are moving through the distributor network. Which distributors have received clean handoffs. Which accounts have orders in progress. Where fulfilment is tracking well and where it is falling behind. This visibility changes the nature of the relationship between the brand and its distributor network from reactive and relationship-dependent to proactive and data-driven.
Real Time Fulfilment Tracking
Live tracking of orders and fill rates across the distributor network gives the commercial and sales teams the operational data they need to respond to fulfilment issues before they become channel partner complaints. Fill rate performance is visible in real time, SLA adherence can be monitored continuously, and the team has the information they need to intervene early when a distributor is struggling to execute against a particular order or account.
Better Sales Planning
Real-time PO visibility across all channels and distributors enables a quality of primary sales planning that was not previously possible. The sales team can see what is in the pipeline, what has been handed to distributors, and what is progressing toward fulfilment, all in one place. Distributor coordination becomes more structured and more effective because the data supporting those conversations is current, accurate, and accessible without manual preparation.
“Our entire fulfilment model runs through distributors, which means execution visibility has always been our biggest blind spot. Finifi changed that completely. We now know what every distributor has, what they are working on, and where the gaps are before they become problems. That is a fundamentally different way to run a distribution business.”
The Transformation: Brand that finally saw what was happening in its own distribution network
The transformation at this brand was not just about making an existing process faster. It was about making a fundamentally invisible operation visible for the first time, and the downstream effects of that visibility touched every part of the commercial and operations function.
The most immediate change was in how POs moved from receipt to distributor handoff. Where that journey had previously involved manual checking, frequent errors, and unpredictable delays, it now happened automatically for clean POs and through a structured exception workflow for those with issues. Distributors began receiving accurate, complete handoff information faster, which meant they could begin fulfilment planning sooner and execute more reliably against the delivery windows channel partners expected.
The commercial team experienced a shift in how they could engage with the business. Conversations about distributor performance, fill rate trends, and primary sales planning that had previously required manual data gathering before they could even begin were now possible from a live dashboard. Sales planning that had been based on lagged information became a real-time activity. Distributor coordination calls that had previously been reactive became structured, data-informed conversations about what was happening and what needed to change.
For the operations team, the elimination of expired POs and missed orders from the fragmented intake process removed a source of chronic revenue leakage that had been difficult to quantify but consistently present. Every PO that previously fell through the gaps of a scattered intake process was now captured, processed, and tracked through to handoff, meaning the business was converting a larger percentage of its inbound demand into actual revenue.
