Dasher Commercial Intelligence Demo

Commercial Intelligence

Understand where your profit is really made.

Evidence-backed decision intelligence for commercial directors, finance leaders, managing directors, quantity surveyors, commercial managers, estimators and operations teams.

This does not replace commercial managers. It gives them traceable insight using the information the business already owns.
01Commercial Data
02Financial Intelligence
03AI Investigation
04Commercial Recommendations
05Business Decisions

AI investigation

Why has Project Alpha lost margin?

Project Alpha margin has fallen from 18.5% to 8.7% because subcontractor cost, preliminaries and uncertified variation recovery have moved faster than approved revenue.

High confidence 91%
Margin Analysis

The largest movement is GBP 184k in MedTech subcontractor cost, followed by GBP 96k in preliminaries and GBP 43k in materials. GBP 192k of submitted variation value appears recoverable but is not yet certified.

Risk

The immediate risk is accepting disputed invoice cost before V-014 and V-019 are evidenced, which would crystallise avoidable margin loss.

Forecast

If no recovery is achieved, year-end margin remains 8.7%. If the highest-confidence variation value is certified, forecast margin improves toward 13.1%.

Recommendation

Commercial Director should review V-014 evidence pack and MedTech disputed labour this week, then instruct a revised application before the next certification cycle.

Tender marginForecast riskCommercial dataDirector decisionsALPHA-24BETA-24GAMMA-25DELTA-25

Selected project

NCE-ALPHA-24

Critical
Project Alpha - Eastmere Hospital Sterile Services Upgrade

Margin erosion is concentrated in MedTech subcontractor cost, preliminaries and uncertified theatre isolation variations.

Original margin18.5%
Forecast margin8.7%
Outstanding variationsGBP 276k
Cash positionGBP -214k

Margin explorer

Original estimate to forecast variance

Each line shows estimate, current cost, forecast, variance, explanation and supporting evidence.

4100Critical
MedTech specialist subcontractor package
Estimate GBP 1.1mCurrent GBP 1.3mForecast GBP 1.3mVariance GBP -184k

Shift premiums and rework have been invoiced before all client instruction evidence has been converted into approved variation recovery.

2100Elevated
Extended preliminaries and site management
Estimate GBP 318kCurrent GBP 398kForecast GBP 414kVariance GBP -96k

Access sequencing has extended site duration, but only part of the cost has been captured in pending variations.

3200Watch
Clinical isolation materials
Estimate GBP 486kCurrent GBP 521kForecast GBP 529kVariance GBP -43k

Material cost variance is partially offset by approved redesign value but still above tender allowance.

Cash flow

Applications, payments and debt

Variations

Submitted, approved and pending

Prioritised recommendations

Business value, owner, confidence and evidence

Priority 1Critical
Recover Project Alpha theatre isolation value

Protects Alpha margin and accelerates GBP 124k commercial value into certification.

Commercial Director3.1 pts margin91% confidence
Priority 2Elevated
Challenge MedTech disputed labour before accepting invoice cost

Prevents avoidable margin loss and strengthens variation recovery position.

Quantity Surveyor1.2 pts margin89% confidence
Priority 3Critical
Escalate Delta valuation basis

Reduces critical margin risk and unlocks GBP 168k outstanding debt path.

Managing Director2.7 pts margin82% confidence
Priority 4Watch
Reforecast portfolio after certified variation decisions

Improves confidence in year-end margin and cash guidance.

Finance Director0.8 pts margin84% confidence

Trust layer

Source data is visible

ERPInvoicesForecastVariation LogsCommercial MinutesReasoningConfidenceEvaluationTrace

Reasoning and evaluation

Traceable decision path

Azure architecture

ERP to executive dashboard

Improve MarginReduce Commercial RiskImprove Cash FlowForecast EarlierRecover VariationsSupport Directors
Deterministic local demo | Synthetic data only | Top action: Recover Project Alpha theatre isolation value