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Multi-Client Account Isolation
Planned Core Module

Client Management

Isolate AI API expenditures by client account. Configure client profiles, track aggregated monthly expenses, and enforce client-specific budgets.

Client AI Cost Attribution

Multi-client expenditure breakdown & budget pacing for ABC AI Agency

Illustrative Preview — Sample Data
Client A — FinTech CorpFinancial Services • 3 Projects
90% Critical Pacing
$480.00spent of $500.00 budget
96.0%
Client B — RetailGeniusE-Commerce • 2 Projects
75% Warning Pacing
$360.00spent of $450.00 budget
80.0%
Client C — HealthAI SolutionsDigital Healthcare • 1 Project
Within Allocation
$177.40spent of $300.00 budget
59.1%

Isolated Client Attribution: SoftWritely maps every API token call to its originating client profile. This eliminates blended invoices and enables precise client-level cost pass-through or retainer profitability auditing.

Multi-Client Structural Hierarchy

How SoftWritely organizes agencies, client accounts, isolated projects, and AI providers

Illustrative Preview — Sample Data
Level 2 • Client Accounts (Isolated Cost Boundaries)
Level 3 • Projects & Workloads (Unique Project Identifiers)
Level 4 • Multi-Provider Ingestion & Financial TelemetryOpenAI • Anthropic Claude • Google Gemini • DeepSeek
72.0M Total Tokens Reconciled
Bidirectional Value Flow:

Budgets, rate limits, and threshold alert policies propagate downward from Organization → Client → Project. Conversely, raw token telemetry, latency logs, and inference costs stream upward from provider endpoints, rolling up into accurate client invoices and agency margin ledgers.

The Specific Operational Problem Addressed

Why Agencies Struggle Without Dedicated Client Management

Agencies share API keys across clients or maintain messy developer accounts with zero unified cost reporting. When an invoice arrives at the end of the month, separating Client A's spend from Client B's requires hours of manual CSV filtering and token estimation.

SoftWritely Solution:

Modern AI development agencies rarely build for a single internal use case—they serve multiple clients simultaneously. Without account-level isolation, all AI provider invoices arrive in a single blended statement, forcing operations teams to guess or manually calculate each client's share. SoftWritely's Client Management module establishes a dedicated boundary for every agency customer, mapping incoming token telemetry, model usage, and infrastructure costs directly to client profiles.

Capabilities Architecture

Core Capabilities of Client Management

Deliver 100% transparent, client-ready financial reporting and eliminate blended provider billing confusion forever.

Client profile management with custom metadata

Designed to ensure auditable data integrity, structured export, and granular visibility.

Client-level monthly budget allocations and pacing indicators

Designed to ensure auditable data integrity, structured export, and granular visibility.

Consolidated multi-model spend rollups per client

Designed to ensure auditable data integrity, structured export, and granular visibility.

Historical monthly expenditure comparison per client

Designed to ensure auditable data integrity, structured export, and granular visibility.

Client-ready financial summary export (PDF/CSV ready format)

Designed to ensure auditable data integrity, structured export, and granular visibility.

Zero-bleed token telemetry isolation between accounts

Designed to ensure auditable data integrity, structured export, and granular visibility.

Operational Workflow

How Client Management Operates

1Step 1

Create Client Profiles

Define dedicated client containers (e.g. Client A: FinTech Corp, Client B: RetailGenius) within your master agency organization.

2Step 2

Assign Client Budgets & Billing Periods

Set agreed monthly spending caps, contract renewal schedules, and currency denominations tailored to each client retainer agreement.

3Step 3

Tag Workloads & Associated Projects

Attach active projects (chatbots, document extractors, agents) to their respective client profiles using clean metadata tags.

4Step 4

Generate Client Cost Statements

Export audit-ready client expenditure statements breaking down monthly token volume, model share, and direct costs for monthly invoicing.

Module FAQ

Frequently Asked Questions: Client Management

Connected Modules

Explore Related SoftWritely Capabilities

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