AI-Driven Optimization

Cut Costs Without Cutting Corners

Know Where to Save.

AI takes the guesswork out of SaaS spending. Your tool reviews subscriptions across teams, identifies unused or redundant tools, and recommends where to reduce or consolidate, so you only pay for what’s necessary.

What You Can Do with AI-Powered Recommendations

Uncover overlapping tools by spotting and consolidating software with duplicate functionality.
Remove underused licenses by getting flagged when subscriptions go idle for extended periods.
Find lower-cost alternatives by letting AI suggest similar tools at better prices.
Adjust license tiers smartly by downgrading plans that exceed actual usage.
See savings clearly with a breakdown of potential savings for each action.

Smart Plan Tiering

Align Plans with Real Customer Behavior

Analyze how customers interact with your product using AI to get recommendations for the right plan tiers based on usage patterns. Whether it’s time to upgrade or simplify, you get clear direction.

What You Can Do with Tier Optimization Suggestions

Spot upgrade opportunities by identifying accounts that are nearing their usage caps.
Recommend downgrades by flagging users who consistently underuse their plans.
Improve your pricing model by refining tier structures based on real usage data.
Personalize plan suggestions by offering tailored plans for high-value customers.
Balance growth and satisfaction by supporting retention while increasing revenue.

Subscription Forecasting

See What’s Coming and Be Ready for It

AI forecasts key subscription metrics like MRR, churn, and user growth. With data-driven projections, you can plan with confidence instead of reacting late.

What You Can Do with Forecasting

Predict MRR and churn by projecting future trends based on past data.
Factor in seasonality and pipeline to plan around campaigns, releases, and business cycles.
Run scenario planning to test how pricing or feature changes could impact results.
Plan resource needs by aligning staffing and infrastructure with projected demand.
Make strategic decisions by using forecasts to guide budgeting and roadmaps.

Vendor Performance Insights

Compare Vendors. Eliminate Waste. Maximize Value.

Not all tools are worth what you pay. Your tool uses AI to evaluate vendors based on usage, cost, and return, helping you make smart decisions on renewals, replacements, and purchases.

What You Can Do with Vendor Comparisons

Measure cost-per-user to see which tools provide the most value.
Flag feature overlap by identifying redundant subscriptions across departments.
Analyze usage-to-cost ratios to spot where spend doesn’t match value.
Use benchmarks for leverage by comparing your vendor spend to industry peers.
Support procurement with data by making purchase decisions backed by usage insights.