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The Methodology

How we run the
Business Audit.

We publish the method because the audit's value depends on you seeing it. Every step earns a layer of credibility. We skip none.

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01MAPOPS CANVAS02TAGFRICTION TAGS03PLOTOPPORTUNITY MATRIX04VALIDATEVALIDATED SHORTLIST05LEDGERMONEY SLIDE

Five steps. Five named artifacts.

The Hidden Architecture

Five steps. Five layers of credibility.

Each step earns a layer of credibility. By day 14, you have watched your business reflected back at higher resolution.

  1. 01Informed
    earned by two tier interviews

    We interview your leadership and your team. Most decks stop at one altitude. We work both.

  2. 02Systematic
    earned by the ops canvas

    We map your business as three engines and tag every step. You see your operations reflected back with rigor.

  3. 03Strategic
    earned by the opportunity matrix

    We do not list use cases. We sequence them and pressure test effort and impact.

  4. 04Partner
    earned by the validation workshop

    We do not pitch a recommendation. We build the shortlist with you. The result is yours.

  5. 05Commercial
    earned by the money slide

    We turn the shortlist into math your CFO can defend. We keep direct savings and revenue uplift separate.

The Five Steps

The audit, step by step.

MAP, TAG, PLOT, VALIDATE, LEDGER. Each one produces a named artifact. Each one earns the next.

  1. 01
    MAP

    Render the business as three engines.

    Every company reduces to three engines: acquisition, delivery, support. We map each one end to end on the Ops Canvas. We run leadership and end user interviews in parallel, because the biggest AI opportunities live in the gap between what leadership thinks the problem is and what the team actually does.

    Acquisition EngineDelivery EngineSupport Engine

    Ops Canvas

    Three engines, mapped end to end

    Sample
    ACQUISITIONInboundQualifyDemoProposeDELIVERYOnboardConfigureLaunchReviewSUPPORTTriageDraftResolveLog
  2. 02
    TAG

    Tag every step with a friction type.

    Three tags. Critical Process: steps essential to the engine. Time Sink: steps that burn manual hours. Quality Risk: steps prone to errors. The third tag justifies AI for risk reduction, not just speed. Without it, every recommendation collapses to "make this faster."

    Critical ProcessTime SinkQuality Risk

    Ops Canvas

    Three engines, mapped end to end

    Sample
    ACQUISITIONInboundTime SinkQualifyCritical ProcessDemoProposeQuality RiskDELIVERYOnboardConfigureCritical ProcessLaunchTime SinkReviewSUPPORTTriageTime SinkDraftQuality RiskResolveLogCritical Process
    Critical Process
    Time Sink
    Quality Risk
  3. 03
    PLOT

    Place every friction on the Opportunity Matrix.

    Effort on Y. Impact on X. Four quadrants: Quick Wins, Big Swings, Nice to Haves, Deprioritize. We color code items by engine, so the matrix doubles as a friction heatmap. Arrows in Quick Wins show order. The matrix forces a defense of impact, not just feasibility.

    Quick WinsBig SwingsNice to HavesDeprioritize

    Opportunity Matrix

    Effort against impact, by engine

    Sample
    DEPRIORITIZEBIG SWINGSNICE TO HAVESQUICK WINSAcquisitionDeliverySupportSupportDeliveryAcquisitionDeliveryEFFORTHIGHLOWBUSINESS IMPACTLOWHIGH
    Acquisition
    Delivery
    Support
  4. 04
    VALIDATE

    Co create the shortlist in a workshop.

    A 90 minute session with stakeholders. Four pressure tests: which Quick Wins resonate, what we missed, which fixes the team welcomes or resists, and whether the roadmap fits the next 6 to 12 months. By the end, we did not pitch you. You agreed.

    Co CreationFour QuestionsStakeholder Owned

    Validation Workshop

    Four pressure tests, 90 minutes

    Sample
    1. 01

      Which Quick Wins resonate most?

    2. 02

      What complications did we miss?

    3. 03

      Which fixes will the team welcome or resist?

    4. 04

      Does this fit our six to twelve month priorities?

  5. 05
    LEDGER

    Translate the shortlist into the Money Slide.

    Two part ROI math. Direct cost savings (hours saved × hourly rate × 52) in one column. Revenue uplift (hours freed × value per hour) in another. We never conflate them. We walk every line through with you and your CFO. The Money Slide is the artifact you take home on day 14, and the one your CFO defends without us in the room.

    Direct SavingsRevenue UpliftYear 1 ROI

    The Money Slide

    Year 1 ROI, opportunity by opportunity

    Sample
    OpportunityDirect
    savings
    Revenue
    uplift
    Year 1
    ROI
    Automated CRM updates$145K$4.9M426%
    Lead qualification assistant$73K$3.8M154%
    Customer support drafting$43K$815K128%
    Total$261K$9.5Mn/a

    Illustrative figures. Direct savings and revenue uplift never conflated.

Honest Tensions

Where the method is honestly fragile.

Naming the fragile parts is what makes this feel like an audit, not a pitch. We publish the trade offs.

  • 01Tension

    The "% time saved" estimate is fragile

    It is the most fragile number in the Money Slide. We show you the assumptions, the sensitivity range, and how the number could move. We do not call it a fact.

  • 02Tension

    The 50% revenue uplift assumption is conservative

    We assume only half of saved hours move to revenue work. The real figure is often lower unless you redesign operations on purpose. We name this on every Money Slide.

  • 03Tension

    The Quick Wins bias is real

    Quick Wins build trust early but can push a bigger Big Swing down the list. We name the trade off in the workshop and let you make the call.

  • 04Tension

    The three engine model fits services better than manufacturing

    For manufacturing, supply chain heavy, or operations dominant businesses, the three engine model misses parts of the value chain. We say so up front and recommend a different scope.

See the method applied to your business.

The diagnostic call is a 60 minute walk through of your Ops Canvas. We record it and send it to you. Yours either way.

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Contact

IGNIPC Private Limited

1st Floor, Flat No. 111, Hemkunt Chambers

Nehru Place, New Delhi 110019

India

+91 93106 13667

sarthak@aikrates.com

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