Commercials · 05
Engine dependencies
Each module is a tool. Beneath the nineteen tools sit five engines, with materially different cost behaviour and materially different substitutability.
5
Modules with variable cost, scaling with usage
6
Modules with fixed cost, scaling with coverage
8
Modules at near zero marginal cost
The five engines
Voice
Conversational speech, inbound and outbound, with transcription and quality scoring. Cost behaviour: variable, per minute, against a prevailing India band of ₹3.50 to ₹6.00. Substitutability: high. The underlying models are supplied by third parties and are available to any competitor at comparable rates.
Messaging
WhatsApp and other structured channels, billed per message against published rate cards. Cost behaviour: variable, but roughly an order of magnitude below voice per interaction. Substitutability: high, and saturating. Cheaper delivery of the same undifferentiated approach reduces response rather than cost.
Scanning and ingest
Continuous acquisition and structuring of external records: filings, funding, hiring, listings, expiry, discourse. Cost behaviour: largely fixed. Engineering and data acquisition, scaling with breadth of coverage rather than with volume of use. Substitutability: moderate. The sources are public, the pipeline and the resolution logic are not.
Platform and accumulated record
The centre registry, conversation store, entity records, cohort assignment, comparable sets and everything derived from them. Cost behaviour: near zero marginal. Substitutability: low. The value is the accumulated history, which cannot be bought and takes time to rebuild.
Generation
Drafting of published content and structured answer sets from the record and from monitored discourse. Cost behaviour: fixed to low variable. Substitutability: high on the mechanism, low on the input. The generation is commodity, the first party conversation corpus feeding it is not.
Reading this page
Cost concentrates in the engines that are most substitutable, and defensibility concentrates in the engines that are cheapest to run. That asymmetry is the reason usage is priced as visible pass-through and the retainer is charged against the accumulated record.
Module by engine
| Module | Business line | Engines | Cost behaviour |
|---|---|---|---|
| 01 Demand map | Demand and leasing | ScanningPlatform | Fixed, scales with coverage |
| 02 Signal radar | Demand and leasing | ScanningPlatform | Fixed, scales with coverage |
| 03 Call desk | Demand and leasing | VoicePlatform | Variable, scales with usage |
| 04 Lead register and handover | Demand and leasing | ScanningPlatform | Fixed, scales with coverage |
| 05 Cohorts and campaigns | Marketing | MessagingVoicePlatform | Variable, scales with usage |
| 06 Demand intelligence | Marketing | Platform | Near zero marginal |
| 07 Channel performance | Marketing | PlatformScanning | Near zero marginal |
| 08 Content and market voice | Marketing | GenerationScanningPlatform | Fixed, scales with coverage |
| 09 Renewal gap | Client retention and growth | Platform | Near zero marginal |
| 10 Expansion radar | Client retention and growth | ScanningPlatform | Fixed, scales with coverage |
| 11 Attach and yield | Client retention and growth | MessagingPlatform | Variable, scales with usage |
| 12 Portfolio position | Real estate and expansion | Platform | Near zero marginal |
| 13 Forward occupancy | Real estate and expansion | Platform | Near zero marginal |
| 14 Yield gap | Real estate and expansion | Platform | Near zero marginal |
| 15 Supply scan | Real estate and expansion | ScanningVoicePlatform | Variable, scales with usage |
| 16 Origination desk, United States | United States entry | ScanningVoicePlatform | Variable, scales with usage |
| 17 India entry advisory | United States entry | GenerationScanningPlatform | Fixed, scales with coverage |
| 18 Crossover desk | United States entry | Platform | Near zero marginal |
| 19 Definitions, assumptions and limits | Method | Platform | Near zero marginal |
Position
Where cost sits
Voice carries the majority of variable cost across the specification while appearing in a minority of modules. Per minute rates are set by upstream suppliers and compress only with volume.
Where the moat sits
The modules that are hardest to replicate are the ones reading accumulated first party history: demand intelligence, renewal gap, yield gap, crossover desk. All near zero marginal cost.
The exposure
The most expensive layer is the least owned. Channel is not a defensible position on its own. The defensible position is deciding who to contact, when, and on what evidence, which is engine three and engine four rather than engine one.
Shared services, built once
Signal ingest
Registrations, funding announcements, hiring posts, lease expiry records. Feeds modules 01, 02 and 06. One pipeline, not three.
Voice and transcript store
Every call, its transcript, its extracted fields and its quality score. Feeds modules 03, 04, 06, 08, 09 and 10. Written once.
Centre and cohort registry
Every facility with its area, opening date, occupancy and cohort assignment. Feeds 01, 11, 12 and 13, and drives which modules render for which centre.