KUON.AI
AI for EVM • Variance analysis

When the CAM asks, “what is wrong with my variance analysis?”

KUON.AI helps program teams pressure-test variance explanations against trusted EVM evidence — finding weak drivers, missing schedule logic, unsupported cost claims, vague corrective actions, and review gaps before they become review problems.

Back to overview
01

Find the weak part of the VAR.

The agent identifies where the explanation is unsupported, generic, or disconnected from the evidence.

  • Driver does not match cost or schedule data
  • Impact is stated but not quantified
  • Corrective action is vague or detached from root cause
02

Connect cost and schedule reality.

CAMs can see whether the schedule story, cost story, and forecast story actually line up.

  • Schedule slips and float pressure
  • Labor, EOC, CPI/SPI, VAC, and TCPI signals
  • Current-period symptoms compared with cumulative trend
03

Prepare for review questions.

Generate the hard questions a PM, analyst, or customer reviewer is likely to ask before the CAM is in the room.

  • What changed this period?
  • Why is the EAC still credible?
  • What action will prevent recurrence?
04

Turn evidence into a stronger first draft.

Move from exports and dashboard observations to a coherent explanation the CAM can edit, defend, and own.

  • Cause, impact, corrective action
  • Evidence-backed language
  • Clear assumptions and limitations
05

Protect the evidence chain.

Variance help cannot become loose chatbot advice. The conclusion has to trace back to source artifacts.

  • Authoritative exports
  • Scope and provenance checks
  • Data, interpretation, and presentation kept distinct
RapidClaw • Voice co-pilot for EVM Advisor

RapidClaw turns the EVM review into a voice-driven, evidence-led session.

RapidClaw is the realtime voice co-pilot for EVM Advisor. You ask about the project, RapidClaw gives you the bottom line — cost and schedule status, the work packages off-plan, and the lowest-level WBS elements driving the variance — and renders the right native Empower chart on a watch pane. Hands-free, traceable to the source of record, no numbers invented along the way.

  • Bottom-line status first: cost and schedule, the work packages off-plan, and the WBS elements driving the variance.
  • Talk through CPI, SPI, EAC, variance, and corrective-action questions in plain English.
  • Native Empower charts render directly in the watch pane — verified against the Empower source artifact.
  • Every figure is traceable to the Empower source of record — the voice never invents numbers.
Open RapidClaw Open EVM Advisor
RapidClaw v0.7 voice co-pilot for EVM Advisor: live session on the BOOMERANG project. The voice host gives the bottom line — cost-inefficient (CPI 0.861) and behind schedule (SPI 0.909) — names the lowest-level cost drivers (Load Propellant CPI 0.689, Develop Code CPI 0.821), and renders the native Empower Schedule and Cost Performance Indexes chart for the WBS in the Empower Watch Pane.
RapidClaw v0.7: bottom-line status, lowest-level cost drivers, and the native Empower SPI / CPI chart for BOOMERANG — rendered live on the watch pane.

The Solution Promise is Simple.

Show the CAM what is wrong with the variance analysis before the review does — then help turn it into a defensible management explanation.