Classify system changes by risk level for change management

Score transformation change management plan quality

Score change order validity and cost reasonableness

Detect structural breaks and regime changes in time series

Score organizational change readiness from cultural indicators

Score infrastructure change risk from change attributes

Generate changelogs from git commits or PR descriptions

Generate changelogs from git commits or PR descriptions

Generate structured changelogs from git commit messages

Live changelog generator data for agents and LLMs.

Generate changelogs from commit messages and pull request data

Parse CHANGELOG.md files into structured JSON

Parse CHANGELOG.md files into structured release objects with sections and dates.

Changelog Parser

Parse CHANGELOG.md files to extract versions, dates and change entries.

Analyzes and processes changelog parser data — optimized for agents, LLMs, and MCP pipelines.

Score software changelog entries for completeness and clarity

Turn git commits into polished release notes — Markdown, GitHub, Slack, and JSON, with auto semver bumping

Scores channel partner fit across reach, expertise, and commitment signals

Score customer channel preference from interaction history

Decide best communication channel for message type

Chaos Eng Intel API — intelligence and analytics for AI agents.

Chaos engineering intelligence: experiment library, blast radius estimation, recovery time benchmarks, steady state veri

Chaos Engineering API — intelligence and analytics for AI agents.

Generate chaos engineering experiment plans

Score system resilience from chaos engineering experiment data

Design chaos engineering experiments for resilience testing

Chapter File Parser

Count total characters, letters, digits, spaces, and byte size for any input.

Analyze character frequency, compare texts, and break down vowels, consonants, and digits.

Character Set Converter

Generate charades words by category — movies, animals, actions, phrases, celebrities, sports.

Calculate battery charge cycle counts and degradation rates

Chargeback Cost Eliminator Scorer

Build chargeback evidence packs from transaction logs, delivery proof, customer messages, policy terms, and deadline

Plan chargeback evidence packages from transaction, delivery, customer, and policy signals

Calculate chargeback rates and threshold risk from dispute data

Score chargeback risk for transactions

Forecast EV charging load from adoption and usage data

Score EV charging network coverage and reliability

Calculate EV charging station return on investment

Charitable Give Intel API — intelligence and analytics for AI agents.

Charitable Give Intel API — intelligence and analytics for AI agents.

Charitable Giving API — intelligence and analytics for AI agents.

Charitable Giving API — intelligence and analytics for AI agents.

Calculate charitable giving tax deductions and donor-advised fund strategies. Built for AI financial planning agents.

Calculate and optimize charitable giving optimizer with actionable recommendations

Charity intelligence: financial efficiency, program ratios, transparency scores, cause recommendations and impact per do

Generate accessible color schemes for data visualization

Format raw data into chart-ready JSON for any chart type