Costix reviews a proposed architecture against data residency, compliance, resilience and cost-tagging requirements before anything is built

FI Pulse enforces the same cost policies in the IDE, CLI and CI, blocking a deploy when required cost tags are missing.

Commitment Planner shows current coverage and a 12-month usage forecast, then recommends the savings plans and reservations to buy, with estimated savings for each.

New capabilities help teams compare AI models, estimate project costs, and plan cloud commitments before spending is locked in.

CINCINNATI, OH, UNITED STATES, November 11, 2026 /EINPresswire.com/ -- FinOpsly today announced new capabilities that help enterprises evaluate AI models, build technical and financial project plans, and identify infrastructure cost risks before deployment.

The enhancements bring cost governance into planning and engineering, where teams can change architectures, challenge assumptions, and prevent unnecessary spending.

Enterprises are setting 2027 budgets under pressure to expand AI and deliver savings. Gartner’s 2027 CIO survey found that 58% of CIOs face increased pressure to deliver cost improvements through AI, while 51% expect AI to increase technology’s total cost of ownership.

“Enterprises are being asked to scale AI and deliver savings at the same time,” said Kiran Jain, Co-Founder and CEO of FinOpsly. “They need to understand what a project will cost, how that cost will grow, and what the business gets in return. By the time the bill arrives, the decisions driving it have already been made.”

Compare AI Models Before Choosing or Switching

A model that works in a pilot can become expensive when enterprises scale. AI agents compound costs through repeated model calls, tool use, and data processing. Gartner predicts that AI inference costs per agentic workflow will increase more than fivefold through 2028.

FinOpsly’s Model Router Simulator analyzes 30 days of model usage and recommends three alternatives based on cost and use-case requirements.

Teams can filter by project, team, or department and specify requirements such as image processing, PDF support, and context window size. The simulator ranks alternatives across providers and flags differences engineers should assess before switching.

Turn Project Ideas into Technical Blueprints and Budgets in Minutes

FinOpsly’s project planning tool, Costix, helps teams determine what an idea will take to build and operate before committing resources.

Users describe a project or upload requirements, diagrams, and resource lists. Costix asks about usage, features, reliability, and constraints, then generates a proposed architecture, technical breakdown, and cost estimate.

“The model is only one part of what an AI application costs,” said Azhar Shaik, CTO of Navon Tech. “Teams also need to account for the data, infrastructure, and software required to make it work. Understanding those requirements during planning helps the business decide whether the investment makes sense.”

New capabilities include:

● Document and diagram uploads that turn project materials into estimates.

● Reusable company knowledge incorporating documentation, rate cards, and guardrails.

● Company-specific instructions applying technology preferences and policies.

● Shareable spreadsheets and comparison reports.

Business teams can explore an idea’s economics, engineers can validate assumptions, and stakeholders can compare designs before approving a build.

Catch Cost and Policy Issues Where Engineers Work

A sound project budget can unravel with a single infrastructure decision. FinOpsly’s FI Pulse brings cost and policy checks into development, so engineers can address risks before they become deployed expenses.

Engineers can review infrastructure costs, policy conflicts, and budget thresholds in their development environment or command line. GitHub pull-request checks bring findings into code review before changes are approved.

Teams can weigh cost alongside performance and reliability while they still control the outcome.

Plan Cloud Commitments Before Locking in a Term

Cloud commitments reduce rates, but sizing them incorrectly leaves enterprises paying full price for uncovered workloads or purchasing capacity they never use.

FinOpsly’s Commitment Planner, available for AWS and Azure, helps teams choose what to purchase, when, and with what expected savings.

New capabilities include:

● A unified plan combining savings plans and reservations.

● Team-defined coverage targets and planning dates, with strategies balancing flexibility and savings.

● Expiration forecasts showing how renewals affect coverage.

● Coverage bands flagging potential overcommitment before purchase.

Finance and cloud teams can evaluate tradeoffs before entering one- or three-year commitments.

Customer Results: From Manual Estimates to Daily Adoption

A global financial technology company with tens of thousands of employees was fielding dozens of weekly requests to estimate AI applications, product migrations, and other projects across AWS, Azure, and Snowflake.

Its hardcoded spreadsheet could not keep pace.

With Costix embedded into intake and solution planning, teams answer guided questions and receive an architecture-aligned blueprint, workload specifications, and a live-pricing bill of materials in minutes.

Costix is now part of their daily workflow across several project ideas and product lines. It has replaced the manual workload estimates on spreadsheets and brought financial discipline into GenAI planning before development begins

Connect 2027 Budgets to Everyday Decisions

FinOpsly connects budgets to the model, architecture, code, and purchasing decisions that determine actual spending, helping enterprises address risks while there is still time to act.

For more information, visit www.finopsly.com/product/ai,

About FinOpsly

FinOpsly is the AI Cost Governance platform helping enterprises understand, govern, and optimize the true economics of artificial intelligence. By connecting AI usage with the software, cloud, and data systems behind it, FinOpsly enables organizations to plan spending, establish accountability, optimize costs, and prove measurable business value across enterprise AI.

Product Communications
FinOpsly Inc
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