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Find an AI, data or integration workflow: Data feed health · Tool permissions · Agent workflows · Extraction accuracy · Classification · RAG retrieval · Run comparison · Webhook delivery
Automation value planner · Delivery planner · Business workspace
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Business jobs: Import mapping · Supplier catalog checks · Source-linked bid checklist · Software and connected delivery
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Start with a focused check.
These tabs are shortcuts into the same tool library, not a separate product or account tier. Each tool opens its own guided form with clear instructions and a direct result.
Showing all 30 tools.
Data Quality Checker
Inspect CSV, JSON arrays, or JSONL for missing values, duplicates, inconsistent types, and field coverage.
Select a file to begin. The file will not leave your browser.
JSON / JSONL validator
Find malformed JSON, bad JSONL lines, and common record-shape problems before an import or API handoff.
Paste an object, array, or JSONL stream.
RAG readiness check
Assess structure, repetition, chunkability, and citation signals in real text before indexing it.
The result is a screening aid, not a claim that retrieval quality is guaranteed.
Fine-tuning dataset validator
Review JSONL examples for supported conversation or prompt/completion shapes, empty content, and inconsistent roles.
One JSON object per line. Review the flagged examples before training.
MCP tool safety check
Review tool names, descriptions, input schemas, and write-risk language in an MCP manifest before exposing it.
Checks are deterministic and do not approve deployment by themselves.
OpenAPI contract check
Inspect a JSON OpenAPI document for version, metadata, paths, operations, and missing operation descriptions.
Paste JSON. YAML can be converted first with the format tool below.
Security header review
Paste response headers to see which browser protections are present and which deserve attention.
Paste headers copied from a real response. This tool does not contact the target site.
Sensitive text scanner
Find likely email addresses, phone numbers, IP addresses, secrets, and private-key markers in text before sharing it.
This is a candidate scanner. Inspect context before removing or releasing anything.
Email authentication records
Review pasted SPF, DKIM, and DMARC records for the controls a sending domain should publish.
Paste records copied from your real DNS provider. This tool does not query the domain.
Document and OCR readiness
Screen extracted text for OCR artifacts, weak structure, missing references, and likely indexing work.
This screen identifies preparation work; it does not certify OCR accuracy or legal accessibility.
Vision label validator
Check COCO JSON or YOLO label text for missing files, invalid boxes, class references, and malformed annotations.
Use real annotation exports. Image pixels are not uploaded by this tool.
Invoice and reconciliation preview
Compare two real CSV exports by ID or date and amount to expose unmatched, duplicated, or inconsistent transactions.
CSV headers should include an ID when available, plus date and amount for fallback matching.
Duplicate finder
Find exact duplicate rows and repeated business keys in a CSV, JSON array, or JSONL export.
Use a key field when the business definition of “same record” is not the entire row.
JWT claim review
Decode header and claims locally, then flag missing time, issuer, audience, and unsafe algorithm signals.
Use a test token. This tool decodes claims; it does not verify a signature.
SQL safety check
Screen a query for destructive operations, missing filters, wildcard reads, multiple statements, and transaction concerns.
This is a static review. Run migrations and queries only through your controlled environment.
Webhook contract check
Check an event payload for stable identity, type, timestamp, version, and replay-control fields.
Review the contract before wiring a receiver. Signature verification belongs at the receiver.
Log triage
Summarize real application logs by severity and recurring error fingerprint without uploading the log.
Counts and fingerprints are derived from the pasted lines; raw log content is not repeated in the report.
Timestamp normalizer
Normalize ISO dates, Unix seconds, and Unix milliseconds into UTC for reconciliation or release work.
One timestamp per line. Ambiguous date strings are flagged rather than guessed.
SLO error-budget calculator
Translate an availability target and measurement window into allowed downtime and remaining budget.
Enter the real service target, window, and observed downtime.
Batch capacity planner
Estimate elapsed time, request count, and throughput for a bounded batch with concurrency and rate limits.
Use the real batch size, endpoint limit, latency, and worker count.
Automation ROI calculator
Turn a repetitive process into an honest annual-cost and payback estimate using your own numbers.
Enter your process numbers to calculate the baseline, potential savings, and payback period.
API integration estimator
Get a deterministic first scope for the systems, data movement, controls, and exception handling your integration will need.
Choose the characteristics of the real integration you are considering.
Change Detector
Compare two JSON documents structurally or two text files line by line.
JSON inputs receive a field-path comparison. Other text receives a line comparison.
Entity Resolver Demo
Normalize organization names and group obvious punctuation, casing, and legal-suffix variants.
One name per line. Review every group before using it in production.
Data Format Converter
Convert modest CSV, JSON array, or JSONL datasets without uploading them.
Choose different source and target formats, then paste your data.
Schema Generator
Infer fields, types, nullability, example values, and coverage from CSV, JSON arrays, or JSONL.
Inference is descriptive. Validate the resulting contract before enforcing it.
Redaction preview
Replace likely emails, phone numbers, IP addresses, tokens, and private-key blocks before a document or log leaves your controlled workspace.
The preview is a candidate pass. Inspect the result for context-specific identifiers before sharing it.
Data freshness check
Turn a last-refresh time, service target, and expected cadence into a clear current/stale decision for a data product or feed.
Use the source's actual last-successful refresh time and its agreed freshness target.
Incident priority screen
Rank a security or reliability finding using explicit exploitation, exposure, severity, and business-criticality factors.
This is a transparent triage rule, not a CVSS replacement or a claim that an asset is affected.
Retention planner
Estimate storage for an operational dataset and make the retention, replication, and deletion assumptions explicit.
Use the measured average record size where possible. The result excludes indexes, metadata, and provider overhead unless included in your bytes-per-record input.
Put these tools together around your business task. Compare 18 solution paths, their working checks, software and implementation options. Prepare a reusable project pack, turn it into delivery and procurement artifacts, or compare your buying alternatives.
Workflow guides
Need the work to keep running?
Move from a local tool to larger files, recurring refreshes, private sources, API or MCP delivery, team access, review queues, or a managed implementation.