AMW Analytics
Tick & Tie by AMW · The financial data foundation for Claude

Your teams are building on Claude. AMW makes sure they're using the right numbers.

Teams across your company are building dashboards, Skills and agents on Claude, each defining your key numbers its own way. AMW gives Claude one tested definition for each, so what every team builds compounds instead of drifting apart.

See it working →
FINANCIAL DATAFP&APROFITABILITYDASHBOARD$14.2M$14.2MHRBONUS-POOLSKILL$12.8M$14.2MOPSMONTHLY GOALTRACKER$15.1M$14.2MFINANCIAL DATAFP&APROFITABILITYDASHBOARD$14.2M$14.2MHRBONUS-POOLSKILL$12.8M$14.2MOPSMONTHLY GOALTRACKER$15.1M$14.2M

We work with finance teams already on Claude Team or Claude Enterprise. Everything we build lives in your own Claude tenant.

Adam Ware, founder, on why every team's numbers drift apart, and how we fix it.

Many of the numbers that matter most aren't in your ERP.

Adjusted EBITDA, ARR, management and business-unit P&Ls live in analysts' spreadsheets. So every prompt, Skill and agent has to work out the definition on its own, and each one lands somewhere different. Your finance team can't review every number in everything the company builds on Claude, so the wrong ones reach decisions before anyone catches them.

FINANCIAL DATANET RETENTIONDASHBOARD · 4 VERSIONSDEFERRED REVENUESKILL · 2 VERSIONSOPEXSKILL · 2 VERSIONSCASH CONVERSIONDASHBOARD · 4 VERSIONSMANAGEMENT P&LSKILL · 2 VERSIONSDEFERRED REVENUEDASHBOARD · 4 VERSIONSCONTRIBUTIONSKILL · 2 VERSIONSARRDASHBOARD · 4 VERSIONSGROSS MARGINSKILL · 2 VERSIONSOPEXDASHBOARD · 4 VERSIONSBOOKINGSSKILL · 2 VERSIONSMANAGEMENT P&LDASHBOARD · 4 VERSIONSNET RETENTIONSKILL · 2 VERSIONSCONTRIBUTIONDASHBOARD · 4 VERSIONSBOOKINGSDASHBOARD · 4 VERSIONSCHURNSKILL · 2 VERSIONSFP&APROFITABILITYDASHBOARD$14.2MHRBONUS-POOLSKILL$12.8MOPSMONTHLY GOALTRACKER$15.1MCFOSALESENGINEERINGFINANCIAL DATAFP&APROFITABILITYDASHBOARD$14.2MHRBONUS-POOLSKILL$12.8MOPSMONTHLY GOALTRACKER$15.1M

Locking Claude down isn't the answer. Your teams should be able to move fast, on numbers Claude gets right.

One foundation, built in three steps.

CLAUDEERPDATAWAREHOUSESPREADSHEETSSEMANTIC LAYER
01

Connect

We connect Claude to every source that holds a key number, not just your ERP, with per-user permissions.

ADJUSTED EBITDA1 DEFINITIONARR1 DEFINITIONNET REVENUERETENTION1 DEFINITIONGROSS MARGIN1 DEFINITIONMANAGEMENT P&L1 DEFINITIONBUSINESS-UNITCONTRIBUTION MARGIN1 DEFINITIONFREE CASH FLOW1 DEFINITIONCASH CONVERSION1 DEFINITIONDAYS SALESOUTSTANDING1 DEFINITIONDEFERRED REVENUE1 DEFINITIONBOOKINGS1 DEFINITIONOPEX BY DEPARTMENT1 DEFINITIONHEADCOUNT1 DEFINITIONCOVENANT LEVERAGE1 DEFINITIONADJUSTED EBITDA1 DEFINITIONARR1 DEFINITIONNET REVENUERETENTION1 DEFINITIONGROSS MARGIN1 DEFINITIONMANAGEMENT P&L1 DEFINITIONBUSINESS-UNITCONTRIBUTION MARGIN1 DEFINITIONFREE CASH FLOW1 DEFINITIONCASH CONVERSION1 DEFINITIONDAYS SALESOUTSTANDING1 DEFINITIONDEFERRED REVENUE1 DEFINITIONBOOKINGS1 DEFINITIONOPEX BY DEPARTMENT1 DEFINITIONHEADCOUNT1 DEFINITIONCOVENANT LEVERAGE1 DEFINITIONSEMANTIC LAYER
02

Define

We build the semantic layer: one definition for each metric that matters, written so Claude knows exactly what to pull.

OFFICIALREPORTSEVALUATION SUITE100%ADJUSTED EBITDATIES OUTARRTIES OUTNET REVENUERETENTIONTIES OUTGROSS MARGINTIES OUTMANAGEMENT P&LTIES OUTBUSINESS-UNITCONTRIBUTION MARGINTIES OUTFREE CASH FLOWTIES OUTCASH CONVERSIONTIES OUTDAYS SALESOUTSTANDINGTIES OUTDEFERRED REVENUETIES OUTBOOKINGSTIES OUTOPEX BY DEPARTMENTTIES OUTHEADCOUNTTIES OUTCOVENANT LEVERAGETIES OUTADJUSTED EBITDATIES OUTARRTIES OUTNET REVENUERETENTIONTIES OUTGROSS MARGINTIES OUTMANAGEMENT P&LTIES OUTBUSINESS-UNITCONTRIBUTION MARGINTIES OUTFREE CASH FLOWTIES OUTCASH CONVERSIONTIES OUTDAYS SALESOUTSTANDINGTIES OUTDEFERRED REVENUETIES OUTBOOKINGSTIES OUTOPEX BY DEPARTMENTTIES OUTHEADCOUNTTIES OUTCOVENANT LEVERAGETIES OUTADJUSTED EBITDACHECKINGARRCHECKINGNET REVENUERETENTIONCHECKINGGROSS MARGINCHECKINGMANAGEMENT P&LCHECKINGBUSINESS-UNITCONTRIBUTION MARGINCHECKINGFREE CASH FLOWCHECKINGCASH CONVERSIONCHECKINGDAYS SALESOUTSTANDINGCHECKINGDEFERRED REVENUECHECKINGBOOKINGSCHECKINGOPEX BY DEPARTMENTCHECKINGHEADCOUNTCHECKINGCOVENANT LEVERAGECHECKINGADJUSTED EBITDACHECKINGARRCHECKINGNET REVENUERETENTIONCHECKINGGROSS MARGINCHECKINGMANAGEMENT P&LCHECKINGBUSINESS-UNITCONTRIBUTION MARGINCHECKINGFREE CASH FLOWCHECKINGCASH CONVERSIONCHECKINGDAYS SALESOUTSTANDINGCHECKINGDEFERRED REVENUECHECKINGBOOKINGSCHECKINGOPEX BY DEPARTMENTCHECKINGHEADCOUNTCHECKINGCOVENANT LEVERAGECHECKING
03

Certify

Our evaluation suite tests a bank of finance questions with known answers against your official reports, then again after every month-end close and every new version of Claude.

How Tick & Tie works →

From a recent engagement.

32% → 100%Finance questions Claude answered correctly, raw data vs the semantic layer
100+Governed metrics, GAAP and management KPIs
3 weeksTo a certified foundation
$30K a yearMapping-tool spend the foundation made unnecessary

From our work with a healthcare company. Read the case study →

See it on a company like yours.

Keystead Systems is a fictional $300M company we built to show Tick & Tie end to end. Its data is synthetic, but its books carry the problems real ones do: six entities in five currencies, a fiscal year ending in January, intercompany sales, partner rebates that moved accounts mid-year, an acquisition and a leverage covenant. Each one is resolved by a definition in the semantic layer.

Three EBITDAs, one covenant.

Is Keystead inside its 5.75x leverage covenant? On reported EBITDA, net leverage is 7.04x, which reads as a breach. On management adjusted EBITDA it is 5.75x, exactly at the limit. On covenant EBITDA, the one the credit agreement actually tests, it is 4.94x, with room to spare. The semantic layer keeps all three apart and tells Claude which one each question needs.

See the covenant briefing →

50% → 100%

Board-pack questions Claude answered correctly with the vendors' own connectors, versus the same connectors plus the semantic layer. 61 questions, each asked three times, graded by code.

Explore the demo →See how Claude scored →

Keystead is a fictional company with synthetic data.

Start with the foundation. Build on it from there.

  1. A 30-minute intro call.

    We map where your key metrics live, recommend the approach that fits your stack, and send an affordable fixed-fee quote.

  2. A three-week build.

    Connect, Define, Certify, inside your Claude tenant.

  3. Keep it right.

    Optional monthly recertification, plus add-ons when you want them.

Tick & Tie foundation

Claude connected to your financial data, a semantic layer that defines your key metrics once, and an evaluation suite that certifies them. Three weeks for most stacks, at an affordable fixed fee.

How it works →

What comes next

Monthly recertification.

We rerun the suite after every month-end close and every new Claude version, and fix what breaks.

Skills and automation.

Fixed-fee builds on the foundation: reporting packs, forecasts, close workflows.

Team enablement.

Hackathons and builder programs so your team builds on the foundation itself.

More data sources.

Add a warehouse, planning tool or billing system to the foundation and the suite.

Each is an optional, separately priced add-on.

See what comes next →

Not sure where to start? We also run a one-week finance AI roadmap with your leadership team. Ask about it on the intro call.

Ready to give your teams numbers they can build on?

In 30 minutes we'll map where your key metrics live, determine which approach fits your stack, and provide an affordable fixed-fee quote.