Decision Intelligence

Excel and report chaos

Problem
The month-end report is compiled by hand from five people's Excel files; it takes days and is error-prone.
What we build
A consolidation pipeline + KPI dictionary + automated management report.
Expected business value
Typical target: close time dropping from days to hours, a single source of truth.
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Decision Intelligence

Power BI and KPI modernization

Problem
Dashboards exist but definitions are inconsistent, the model is slow, adoption is low.
What we build
A KPI dictionary, a rebuilt semantic model, a simplified dashboard set.
Expected business value
Typical target: the same metric giving the same value in every report, query times dropping noticeably.
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AI Systems & Agents

AI research and document analysis

Problem
Stacks of contracts, reports and regulations are read by hand; finding an answer takes days.
What we build
A document intelligence pipeline: classification, summary, field extraction, sourced Q&A.
Expected business value
Typical target: search and reading time dropping from days to minutes, answers with traceable sources.
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Commercial Intelligence

Pricing and commercial performance

Problem
Price and campaign decisions are made on intuition; their impact is not measured.
What we build
Price architecture + scenario model + margin and elasticity analysis + performance tracking.
Expected business value
Typical target: price decisions becoming traceable and justified.
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Commercial Intelligence

Retail catalog, inflation and pricing reporting applications

Problem
Catalog, cost and inflation data is scattered; there is no regular, reliable reporting for pricing decisions.
What we build
A reporting application that brings catalog and pricing data together; periodic reports and dashboards showing inflation and cost impact.
Expected business value
Typical target: regular, single-screen visibility into pricing and inflation impact.
Legal note
Reporting is done only with data sources the company is legally entitled to access; no data collection is done in violation of regulations.
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Decision Applications

Internal decision tools

Problem
The model in Excel, approval in email; the decision trail is lost.
What we build
An internal tool that brings model output and the approval step onto one screen.
Expected business value
Typical target: faster decisions, an auditable approval trail.
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AI Systems & Agents

AI agents for workflows

Problem
Repetitive multi-step tasks (collecting, summarizing, data entry) eat up people's time.
What we build
Human-approved agent workflows + a monitoring and eval layer.
Expected business value
Typical target: a measurable reduction in operational load, controlled automation.
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AI & Analytics Enablement

AI and analytics training programs

Problem
Tools bought, adoption low; the team is unsure.
What we build
A role-based program: workshops, a prompt library, an internal guide, before/after measurement.
Expected business value
Typical target: the tool investment turning into real adoption.
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Commercial Intelligence

Customer acquisition and deepening

Problem
New, returning and multi-channel customers aren't retained in the early period; product and service usage stays low.
What we build
Onboarding flows by customer segment, campaign setups and periodic tracking reports.
Expected business value
Typical target: higher customer retention, rising revenue and product count per customer.
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Decision Applications

From decision model to working product

Problem
The decision model or analytics output is ready but doesn't become a real product the team can use; development drags on, delivery slips.
What we build
A clarified product spec, a working MVP that carries the decision model (internal tool, web or mobile), a repeatable build and test flow.
Expected business value
Typical target: a first release in weeks, predictable iterations afterward.
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