Fine Tuning Api API — intelligence and analytics for AI agents.

Fine Tuning Cost Estimator

Estimate fine-tuning training cost and inference pricing for GPT-4o-mini, GPT-3.5, GPT-4o, and Llama.

Validates and curates fine-tuning datasets by detecting duplicates, class imbalance, and quality issues.

Guide to fine-tuning LLMs: full fine-tuning, LoRA, PEFT, and when to fine-tune.

Guide to fine-tuning methods — LoRA, QLoRA, DPO, instruction tuning and full fine-tuning.

Analyze and score with Fine Tuning Readiness Assessor API — structured JSON output.

Advises on fine-tuning feasibility, training costs, and alternative strategies based on dataset quality.

Score latent fingerprint quality for identification potential

Analyze and process with Fingerprint Rotator API — structured JSON output.

Score cloud cost forecast accuracy from variance data

Finops Intel Api API — intelligence and analytics for AI agents.

Score organizational FinOps practice maturity level

Detect cloud spend waste and optimization opportunities

Fintech funding intelligence: investment rounds, investor activity, deal flow by category, valuation multiples, geograph

Fintech Funding Intel API — intelligence and analytics for AI agents.

Fintech Ipo API — intelligence and analytics for AI agents.

Fintech Lending Intel API — intelligence and analytics for AI agents.

Fintech regulatory tracker: CFPB rules, OCC guidance, state-level fintech laws, open banking mandates, crypto regulation

Live fips code intel data and intelligence for agents and automated workflows

Calculate your FIRE number and years to financial independence using the 4% rule. Built for AI retirement planning agents.

Classify fire cause indicators from scene investigation data

Calculate FIRE number using the 4% rule, savings gap and years to financial independence. Built for AI retirement planning agents.

Calculate financial independence retire early target numbers

Fire safety intelligence: extinguisher types, escape plan templates, smoke detector placement, fire-resistant materials

Firefly Facts data API with random, search, and bulk endpoints.

Firewall Intel API — intelligence and analytics for AI agents.

Validate firewall rules for conflicts and best practices

Score firewall rule set quality from conflict and coverage data

Score IoT firmware vulnerability risk from CVE data

10 first aid guides — CPR, choking, bleeding, burns, seizure — with step-by-step instructions and critical tips.

Analyze and score with First Aid Guide API — structured JSON output.

Score first and last mile connection quality metrics

First-party data intelligence: identity resolution, consent management, data activation, match rate benchmarks, data cle

Score first party data quality and completeness

Score first party fraud risk from account behavior data

First Time Homebuyer API — intelligence and analytics for AI agents.

Fiscal Calendar Converter

Fiscal Policy Guide data API with random, search, and bulk endpoints.

Calculate fiscal year quarters and boundaries

Calculate fiscal year quarters and period boundaries

Calculate fish specific growth rates from weight data

Score hydropower fish passage facility effectiveness

Calculate fish stocking densities for aquaculture systems

Score fish tagging study design and recapture adequacy

Calculate fishing quotas and sustainable yield limits

Calculate office fit out costs from specification and area

Estimate your fitness age from VO2max/resting heart rate compared to population norms.

Calculate fitness metrics including VO2 max, one-rep max and training load

Fitness Class Intel API — intelligence and analytics for AI agents.