» The Platform

One foundation. Every use case plugs in.

Unified Data. Intelligent Insights. Actionable AI. We build the whole road — from raw, scattered data to a decision someone can act on. Build the foundation once, and every dashboard, pack, answer, and nudge reuses it, with nothing rebuilt from scratch.

» The Foundation

Ask five teams the same question, and you'll get five answers.

That isn't a reporting problem — it's a foundation problem. When every dashboard, model, and tool is built on its own copy of the data, the numbers drift, the rework compounds, and programs stall at three dashboards. We invert it: unify every source once, govern it once, and let everything downstream reuse it.

EVERY SOURCE YOU HAVE ERP & Core Ops CRM & SFA Databases Files & Excel Web & SaaS APIs & Apps Market Data Social & Digital Different formats. Different owners. Different definitions. ANALYTICAL ENGINE Connect · Clean · Govern Model · Secure one governed truth EVERY PERSON, EVERY CHANNEL Dashboards Review packs LIA answers MVibes nudges Alerts & exceptions AI agents Embedded / API

One truth in. One truth everywhere out — web, mobile, WhatsApp, inbox.

Before — a copy for every question

  • Five teams, five versions of the same number
  • Weeks to add a new source; reports rebuilt each time
  • Reviews spent reconciling, not deciding
  • Insight arrives after the moment to act

After — one foundation, reused

  • One governed number every team trusts
  • New sources added in days; nothing rebuilt
  • Reviews start at the decision
  • Insight reaches the right person in time
» Inside the Engine

The Common Data Model — ready for your industry, ready for your function.

The reason our first dashboard ships in weeks is that we don't start from a blank page. The Engine lands your data into a pre-built Common Data Model, perfected over the years for each industry and each function — pharma, FMCG, manufacturing, retail; sales, finance, supply chain and more. Nothing is reinvented, so the solution reaches your users fast. Every model is BI- and AI-ready by design, exposed through a semantic layer and a governed KPI dictionary.

Every product reads from that same semantic layer. That's why the dashboard number, the review-pack number, LIA's answer and the field nudge can never disagree — they're the same number.

1
Sources

ERP, CRM, SFA, files, APIs, market data — any system, any format

Raw
2
Land & clean

Validated, reconciled, de-duplicated — quality checked on entry

Trusted
3
Common Data Model

Pre-built, industry- and function-specific entities — BI- and AI-ready

Modeled
4
Semantic layer + KPI dictionary

One definition of every measure, row-level security applied

Governed
5
Consumption

CORE BI · Review Packs · LIA · MVibes · alerts · agents · API

Everywhere

Built on modern lakehouse architecture — Databricks · Microsoft Fabric — with medallion Bronze → Silver → Gold layers, fed by our custom-built integration engine.

» The LeapSurge Loop

Four stages. One story: Unify → See → Ask → Act.

Point tools each solve one slice, and none of them talk to each other. One platform means the slice you buy today makes the next one faster to build.

» Governance

AI you can defend in an audit.

Generic AI tools guess and ignore access rules. Everything on the LeapSurge platform is grounded by architecture — so an answer is always traceable to the data behind it.

Approved data scope

Every answer, pack, and nudge draws only from governed datasets and approved KPI definitions.

Row-level security

Each user — from CEO to field rep — sees only their entitled data, on every channel.

Audit trails

Enrichment, mappings, and pack generation are tracked, reviewable, and traceable to source.

Human guardrails

Confidence boundaries, escalation paths, and validation loops keep AI accountable to people.

» Connectors

If you can name the system, we can connect it.

Eight families of sources, unified by the Analytical Engine. Every brand shown here is only an example — bring your data in any form, and we build the intelligence around it. One custom-built integration engine handles them all — a new source is a configuration, not a project.

ERP & Core Operations

SAP · Oracle · Tally · Dynamics · Custom ERP …

CRM & SFA

Salesforce · Zoho · field-force apps …

Databases & Warehouses

SQL Server · Oracle · Snowflake · lakehouse …

Files & Spreadsheets

Excel, CSV, Google Sheets, PDFs

Web, SaaS & Online Services

HRMS, e-commerce platforms, portals

APIs & Custom Apps

REST/SOAP APIs, in-house applications

Syndicated & Market Data

IQVIA · SMSRC · AIOCD …

Social & Digital

Social media, web & campaign analytics

Brand names are illustrative examples only and remain the property of their respective owners.

» The Road Ahead

AI agents — built on a foundation that already runs in production.

Most agentic AI will fail on ungoverned data — Gartner expects over 40% of agentic AI projects to be canceled by 2027, even as 15% of day-to-day work decisions become autonomous by 2028 (Source: Gartner, 2025) ↗. Our agents are in development on the same governed foundation that serves 20,000+ users today — presented honestly as roadmap, not slideware.

GOVERNED FOUNDATION one truth · always current AI AGENT monitors 24/7 Detects the deviation Briefs the owner Proposes the action monitor » decide » act — every step grounded in governed data
In development

WBR Agent

Assembles the weekly business review — numbers, deviations, and the questions worth asking.

In development

Territory Intelligence Agent

Watches every territory for slippage, opportunity, and coverage gaps — and briefs the owner.

In development

Customer Alert Agent

Detects risk signals in ordering and payment behavior before the relationship shows it.

In development

Inventory Optimization Agent

Monitors stock cover, expiry, and demand — and proposes the transfer plan, not just the alert.

0+
Years domain expertise
0+
Customers served
0+
Users across deployments
4–6
Weeks to first dashboard

See the platform on your own data.

Bring one messy source and one hard question to a discovery call — we'll show you the road from both to a decision.

Book a Discovery Call →