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Bring a real contract. We mean it.

The best evaluation is your messiest PDF, carrier export, or seat file — not a vendor slide deck.

Lokesh Mahala

Founder & CEO

15 Aug 20262 min read

Order to CashThe full chain from signed deal to matched deposit and close.
  1. 01

    Send the file

    A signed PDF, a carrier export, or a seat snapshot — whatever you actually bill from today.

  2. 02

    We run it live

    Structured contract, rated shipment, or seat events — on screen, on your numbers.

  3. 03

    You judge the output

    Not our talk track. The schedule, the rate, or the invoice either matches your math or it doesn't.

A slide deck cannot be wrong. That is the whole problem with slide decks as a way to evaluate billing software. Every vendor's deck shows a clean contract, a clean invoice, and a clean journal entry, because the deck author chose the example.

We ask for the opposite.

What to send

Bring the artefacts you actually bill from today:

Artefact What we will test
Signed PDF Structuring, phases, gates, one-time fees, renewals
Carrier export Column mapping, shipper match, rated charges, grouping
Seat snapshot file Daily counts, confirmation windows, proration policy match
Usage CSV / query shape Template mapping, idempotency, meter attribution

Ideally include the painful ones: deferred setup with a gate clause, mid-term ramp, volume tier with overage companion, carrier file with ambiguous shipper names, seat export that ends mid-confirmation window.

What happens on a real run

  1. Ingest — upload into Sonic's real UI path, not a mocked screen.
  2. Review — you see the structured draft: schedule, rated rows, or seat preview.
  3. Reconcile — compare totals to your spreadsheet or vendor workbook.
  4. Discuss gaps honestly — if an edge case is unsupported, we name it and what build work would take.

Time-to-schedule on a straightforward contract is measured in minutes because parsing hands you a reviewable draft you approve, not a black box you trust blind. The same applies to shipment: map once, Process, preview invoices before Create.

What we are not proving

  • That every legacy clause automates day one.
  • That our AI never misreads a table in your PDF.
  • That bank rec replaces your treasury team.
  • That revenue recognition certifies your ASC 606 position.

We are proving whether the chain from your file to billable output holds on your numbers.

How to judge the output

Ask these questions before you ask about roadmap slides:

  • Does the schedule phase structure match how you explain the deal in Excel?
  • Do shipment rates match a hand-checked sample of rows?
  • Do seat events reconcile to the vendor's daily counts without delta columns?
  • Are sent invoices immutable when you try to "just add" late usage?
  • Does Watchtower ignore drafts you have not emailed?

If the answer is no, note where it broke — parsing, rating, proration, or collections — not whether the demo presenter was polished.

Watch out for

  • Sanitised files hide boundary bugs. Customer-boundary seat deltas are the classic example.
  • Ask for approve + one invoice. Structure without billing proof is half the story.
  • Freight needs shipper confirmation, not just rated amounts. SHIPPER NOT SELECTED rows are intentional stops.
  • Payment-gated deals need a paid gate invoice in the eval script, not just parsed phases.
  • If you only have room for a deck, insist on a follow-up file session before procurement sign-off.

See it on the platform

Everything above describes how Sonic actually runs it — the product pages show the screens.

Written by

Lokesh Mahala · Founder & CEO

Writes about the money path from the conversations that shaped Sonic — what finance teams asked for, and what we refused to build.

Related questions

Still have questions?

Can we start from a signed PDF?

Yes. Upload the agreement, review the structured result, approve. Sonic can materialise the customer and products on approve rather than forcing a blank catalog first. Time-to-schedule is measured in minutes on straightforward contracts.

What is Sonic AI?

An AI-native billing platform for B2B finance teams. It reads what was agreed, runs the live billing schedule or rates each shipment, sends invoices, chases the late ones, matches bank deposits, and posts revenue — on one data model, per organisation.

Is this another invoicing tool with a chatbot?

No. The heart of the product is the billing schedule (for subscriptions) and the rated shipment (for freight). Agents read, draft, and suggest; operators approve. Math on amounts is not a prompt.

See the full FAQ →

Next

See it on your contracts

A walkthrough on the agreements and files you actually bill from — not a slide deck.