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Universal Reconciliation Engine

From 3 days to 3 hours — giving a team their month back

Bathija Enterprises, a prominent manufacturing firm, faced a significant operational bottleneck in their monthly compliance and ledger reconciliation. With a 3-person finance team, they were losing three full working days every single month to manual data entry, transactional cross-referencing, and exception building. The process was not only slow but prone to human error, creating audit anxiety across the department.

Heyxia deployed a tailored instance of our universal multi-source data reconciliation pipeline. The system automatically ingests records from internal purchase registers and official compliance portals, matches line items using our high-performance fuzzy matching logic, and isolates genuine exceptions for immediate expert review.

The results were immediate: monthly reconciliation time dropped from 72 hours to under 3 hours. This recovered time allowed the finance team to shift their focus from administrative compliance to strategic financial planning, fundamentally changing the department's value contribution to the company.

3 Days Before Heyxia
3 Hours After Engine Deployment

*Bathija Enterprises Manufacturing Client Story

Universal Reconciliation Engine

Doubling client capacity without adding a single team member

For Dahotre & Dahotre Chartered Accountants, growth had become a structural challenge. The firm had hit a ceiling of 20 active corporate clients because the manual effort required for high-volume ledger reconciliation was exhausting their staff's capacity. Every new client enquiry was a dilemma: overstretch the team or turn away revenue.

Heyxia deployed a multi-tenant orchestration layer built on our universal reconciliation engine. This unified gateway allows the firm's compliance team to execute large-scale, complex ledger reconciliations for all 20 clients in parallel rather than sequentially, consolidating exception management into a single, clean workspace.

In just three months after implementation, Dahotre & Dahotre doubled their client base to 40 active accounts—without hiring a single new employee. Turnaround times for most clients dropped to same-day service, and the partners now focus on high-value advisory work while the engine runs in the background.

20 Clients Before
40 Clients After

*Dahotre & Dahotre CA Growth Story

Enterprise Intelligence Hub

The ₹500Cr group that finally saw its whole business in one place

FTG (Fluorotech Group), a diversified conglomerate with operations across multiple sectors, struggled with extreme reporting fragmentation. Each of their six departments tracked performance using different tools and definitions. Monthly board reports were a Herculean task of data collation that took two weeks to finalize—meaning the board was always looking at a rear-view mirror.

Heyxia constructed an Enterprise Intelligence Hub utilizing our general-purpose data pipeline and ingestion framework. We established standardized KPI schemas across all business units and integrated our system directly with their existing operational databases. Automated report engines were configured to compile and refresh real-time metrics instantly.

The transformation was profound: reporting time plummeted from 14 days to just 4 hours. Most importantly, the board now enters meetings with a live dashboard of the entire group's health. The quality of strategic decisions has improved because they are now based on what is happening today, not what happened three weeks ago.

2 Weeks To Compile Report
4 Hours With Heyxia Intelligence

*FTG Corporate Intelligence Story

Enterprise Intelligence Hub

From 14 dashboards to one — ending the weekly numbers debate

HTS Switchgear was suffering from a classic problem of rapid growth: data silos. Over time, different teams had adopted 14 separate reporting tools, leading to conflicting numbers in leadership meetings. Up to 40 minutes of every weekly strategic meeting was wasted arguing about whose data was "correct" before any actual problem-solving could begin.

Heyxia retired the "numbers debate" by deploying our Enterprise Intelligence Hub to act as a single, unassailable source of truth. By linking our universal pipeline to all 14 data sources and dynamically reconciling conflicting metrics, our framework provided a unified leadership dashboard that every department could trust.

The cultural impact was as significant as the operational one: leadership meetings now start with immediate alignment on the facts. Cross-functional trust has been restored, and the COO notes that the team has recovered nearly 3 hours of high-level strategic discussion time every week that was previously lost to administrative bickering.

14 Disconnected Dashboards
1 Unified Truth

*HTS Operational Transparency Story

GST Reco 5 min read

What is GSTR-2A reconciliation and why does it matter?

A comprehensive guide explaining the fundamentals of GSTR-2A matching for modern Indian businesses.

April 27, 2026
GST Reco 7 min read

The true cost of manual GST reconciliation for CA firms

Quantifying the hours wasted and revenue lost to spreadsheet-based compliance work.

April 20, 2026
GST Reco 6 min read

GST Input Tax Credit: How mismatches happen and how to prevent them

Common pitfalls in ITC claiming and how automation provides an airtight safety net.

April 15, 2026
GST Reco 4 min read

How automation is changing the CA profession in India

Moving from transactional compliance to strategic advisory using intelligent tools.

April 10, 2026
GST Reco 8 min read

GSTR-2B vs GSTR-2A: What's the difference and which should you use?

Breaking down the compliance requirements and operational impacts of both statements.

April 05, 2026
Ana 6 min read

Why most KPI dashboards fail — and what to do instead

Overcoming data clutter to build executive views that actually drive decisions.

April 25, 2026
Ana 5 min read

The problem with reporting in static spreadsheets: A CFO's guide to moving on

Identifying the operational risks of static reporting in large corporate environments.

April 18, 2026
Ana 7 min read

What metrics should your board actually be tracking?

Curating high-impact data points that satisfy stakeholders and drive strategy.

April 12, 2026
Ana 4 min read

Real-time vs batch reporting: What's right for your business?

Evaluating performance reporting infrastructure based on organizational maturity.

April 08, 2026
Ana 9 min read

How Indian corporates are modernising their performance management

Trends and success stories in moving from retrospective data to forward-looking analysis.

April 02, 2026
User Guide

GST Reco: Complete Implementation Guide

Everything you need to set up, configure, and master your reconciliation engine.

1. What is GST Reco?
2. The Reconciliation Engine
3. Setting up your First Match
4. Understanding Exceptions
5. Multi-Client Management
6. Exporting Reports
User Guide

Ana: Executive Setup Guide

A step-by-step walkthrough for mapping KPIs and generating automated board reports.

1. What is Ana?
2. Connecting Data Sources
3. Defining Custom KPIs
4. Building Dashboards
5. Automated Report Setup
6. Board-Ready Exports