Bringing Financial Discipline to the AI Era
SoftWritely was conceived from a clear operational reality: building AI applications has become accessible, but managing, attributing, and monetizing AI infrastructure remains dangerously opaque.
The AI FinOps Visibility Gap
In the early days of generative AI, managing API costs was straightforward: a single engineering team experimented with a single OpenAI or Anthropic API key. Invoices were modest, and token usage was easily inspected in provider billing tabs.
However, as agencies and software consultancies began deploying production AI across dozens of client retainers, the paradigm fractured. Providers issue a single aggregated monthly bill:
The Month-End Reality
Total Billed: $1,480.20 · 620,000,000 Tokens
Which client consumed the tokens? Which agent entered an overnight loop? How much of this cost is billable pass-through?
Operations managers and technical leads found themselves spending entire weekends manually downloading raw CSV files, writing regex scripts to guess token allocations, and having uncomfortable billing conversations with clients who questioned passed-through cloud expenses.
SoftWritely was founded to solve this exact problem: to create the financial intelligence layer that connects developer telemetry with commercial business contracts.
Our Vision
A world where every agency, consultancy, and AI product company can build, experiment, and deploy artificial intelligence with complete financial predictability, auditable unit economics, and zero fear of runaway cloud bills.
Our Mission
To build the definitive AI FinOps platform for businesses: providing account-level isolation, multi-tier budget safeguards, granular token attribution, and transparent profitability analytics across all major LLM providers.
Our Core Principles
The values that govern our product design, architectural choices, and commercial communication.
Financial & Accounting Honesty
We never conflate Remaining Contribution with net operating profit. We clearly communicate that gross margins represent direct delivery economics, while business overhead and salaries remain.
Zero Fabricated Claims
We reject the industry practice of displaying fake customer logos, invented testimonials, or unverified ARR metrics. We present our product concept, capabilities, and pre-launch status with 100% truthfulness.
Vendor-Neutral Telemetry
We do not favor any single LLM provider. Our data models normalize token telemetry and pricing across OpenAI, Google Gemini, Anthropic Claude, DeepSeek, and future open weights models.
Engineered for Real Agency Workflows
We design specifically for how agencies operate—multi-client retainers, milestone deliverables, variable token pass-throughs, and client-ready billing statements that eliminate payment disputes.
Company & Platform Questions
Join Us on the Journey
We are actively seeking design partners who want to eliminate AI billing confusion from their business operations.