Docs
Every API still carries its own status, but the docs now make the buying model obvious first: free to start, standard when you scale, and premium when the data product itself is the value.
For people
If you are not technical, the simplest path is:
/login.Free tier: 10 requests per day for free-eligible standard APIs.
For developers, vibe coders, and agents
Base URL: https://api.autonomycore.com
Authentication: send your key in the X-API-Key header.
Machine-readable discovery: GET /v1/catalog/apis
Standard metered usage: $0.01 USD per request. Premium data APIs start at $1.00 USD per request.
Free start
10 requests/day
Use free access to test the standard lane immediately. This is the easiest place to validate contracts, examples, and latency.
Standard metered
$0.01 USD/request
The standard lane includes the practical utility routes plus the monitored scoring routes. The surface stays the same before and after the free cap.
Premium data
$1.00 USD/request
Premium business and niche data APIs stay grouped separately so they are easy to identify, price, and discuss with less ambiguity.
API chooser
This chooser is meant for people who think in jobs instead of routes, and for agents that want a fast first recommendation before doing deeper catalog work.
Selected job
Best when copied payloads, CRM blobs, or agent output are almost JSON but not quite valid.
Good first stop for both humans pasting messy data and agents cleaning upstream payloads.
Best first API
Fix broken JSON before it breaks your workflow.
Live route and a good place to start when you want predictable JSON quickly.
Free self-serve now, metered when you scale
Useful fallback
Shape loose input into JSON your system can trust.
Live route and a good place to start when you want predictable JSON quickly.
Free self-serve now, metered when you scale
Agent quickstart
Agents should start from the machine-readable catalog instead of guessing between routes. The catalog is the fastest way to inspect pricing lane, route, examples, and current status.
Selection flow
/login for free-eligible standard APIs.GET /v1/catalog/apis to inspect what is available.status=live and free_eligible=true when you want the lowest-friction start.pitch, best_for, input_example, and output_example to choose the route.pricing_class=premium as a separate managed-buy path.Catalog example
curl -X GET "https://api.autonomycore.com/v1/catalog/apis" \
-H "X-API-Key: YOUR_KEY"
curl -X GET "https://api.autonomycore.com/v1/catalog/apis/json-clean" \
-H "X-API-Key: YOUR_KEY"Agents should read the catalog entry first, then call the route shown in route with the matching request shape from input_example.
Support and docs can also deep-link directly into a recommendation view, for example /apis?task=summarize-context#api-chooser.
Standard lane docs
These APIs make up the standard lane. Some are simple launch-now utilities, while the scoring routes remain clearly marked as monitored beta inside the same commercial lane.
Standard lane
Fix broken JSON before it breaks your workflow.
Use this route to clean JSON-like text with deterministic repairs before it reaches downstream systems or agents.
POST /v1/json/clean
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"raw": "{name: \"Ada\", plan: starter, trialEnds: \"2026-04-15\", seats: \"4\", }"
}Response
{
"cleaned": {
"name": "Ada",
"plan": "starter",
"trialEnds": "2026-04-15",
"seats": 4
},
"top_level_type": "object",
"repair_applied": true,
"warnings": [
"Unquoted key fixed",
"Trailing comma removed"
]
}Standard lane
Turn messy transcript text into clear speaker turns.
Use this route to turn inline speaker labels and inconsistent transcript text into a stable JSON turn structure.
POST /v1/transcripts/format
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"transcript": "agent hi this is sam [00:02] customer yes speaking [00:05] agent thanks for your time"
}Response
{
"turns": [
{
"speaker": "agent",
"text": "Hi, this is Sam.",
"timestamp": "00:02"
},
{
"speaker": "customer",
"text": "Yes, speaking.",
"timestamp": "00:05"
}
],
"normalized": true,
"turn_count": 3
}Standard lane
Add useful workflow tags to messy notes in one step.
Use this route to apply stable workflow tags to CRM notes, inbox items, and support snippets.
POST /v1/tags/apply
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"text": "Urgent follow-up needed before Friday. Payment plan still under review."
}Response
{
"tags": [
"urgent",
"follow_up",
"payment_plan"
],
"confidence": 0.8,
"matched_rules": [
"urgent keywords detected",
"follow_up keywords detected",
"payment_plan keywords detected"
]
}Standard lane
Rewrite rough text so it is clearer without changing the meaning.
Use this route to formalize or normalize text when you need clearer wording for handoff, storage, or outbound use.
POST /v1/text/transform
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"text": "pls send revised quote + include implementation timing asap",
"mode": "formalize"
}Response
{
"transformed": "Please send revised quote and include implementation timing as soon as possible.",
"mode": "formalize",
"changed": true
}Standard lane
Hide emails, phones, and links before text leaves your system.
Use this route to make text safer for storage, logging, or downstream AI processing.
POST /v1/text/redact
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"text": "Email [email protected] or call +61 400 123 456 before visiting https://autonomycore.com.",
"targets": [
"email",
"phone",
"url"
]
}Response
{
"redacted": "Email [REDACTED_EMAIL] or call [REDACTED_PHONE] before visiting [REDACTED_URL].",
"changed": true,
"replacements": [
{
"type": "email",
"count": 1
},
{
"type": "phone",
"count": 1
},
{
"type": "url",
"count": 1
}
]
}Standard lane
Split long text into smaller pieces that are easier to process.
Use this route to chunk long text deterministically for retrieval, batching, or prompt-size control.
POST /v1/text/chunk
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"text": "Alpha beta gamma delta epsilon zeta eta theta iota kappa lambda mu",
"mode": "words",
"max_units": 4,
"overlap_units": 1
}Response
{
"chunks": [
{
"index": 0,
"text": "Alpha beta gamma delta",
"unit_count": 4
},
{
"index": 1,
"text": "delta epsilon zeta eta",
"unit_count": 4
}
],
"chunk_count": 4,
"mode": "words"
}Standard lane
Pull known fields out of messy text without writing custom parsers.
Use this route to extract renewal dates, owners, amounts, and other known fields from short operational text.
POST /v1/extract/fields
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"text": "Renewal due 2026-06-01, owner Priya Shah, ARR 24000, risk medium",
"fields": [
"renewal_date",
"owner_name",
"arr",
"risk"
]
}Response
{
"extracted": {
"renewal_date": "2026-06-01",
"owner_name": "Priya Shah",
"arr": 24000,
"risk": "medium"
},
"missing_fields": [],
"extraction_count": 4
}Standard lane
Turn human-written dates into clean ISO dates.
Use this route to normalize date strings before they trigger workflows, alerts, or downstream automation.
POST /v1/dates/normalize
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"text": "Renewal due 03/04/2026 and kickoff Apr 7, 2026",
"prefer_day_first": true
}Response
{
"dates": [
{
"source": "03/04/2026",
"iso_date": "2026-04-03",
"confidence": "medium"
},
{
"source": "Apr 7, 2026",
"iso_date": "2026-04-07",
"confidence": "high"
}
],
"count": 2
}Standard lane
Convert between CSV, JSON, and similar formats without extra glue code.
Use this route when you need to move data between CSV, JSON, and JSONL without ad hoc conversion scripts.
POST /v1/convert/format
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"from": "csv",
"to": "json",
"payload": "name,score\nAva,9\nNoah,7"
}Response
{
"from": "csv",
"to": "json",
"converted": [
{
"name": "Ava",
"score": 9
},
{
"name": "Noah",
"score": 7
}
],
"record_count": 2
}Standard lane
Summarize long context into the few facts that matter next.
Use this route when an agent or operator needs compact memory instead of a long transcript or thread.
POST /v1/context/compress
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"text": "Customer wants pricing clarified before kickoff. Kickoff date is not confirmed. Legal review is still pending.",
"mode": "memory",
"max_bullets": 6
}Response
{
"summary": "Customer wants pricing clarified before kickoff.",
"key_facts": [
"Customer wants pricing clarified before kickoff.",
"Legal review is still pending."
],
"open_questions": [
"Kickoff date is not confirmed."
],
"next_steps": [
"Confirm kickoff date",
"Resolve contract review"
]
}Standard lane
Catch conflicting records before they confuse your workflow.
Use this route to inspect structured records for contradictions and surface one recommended next action.
POST /v1/data/validate-consistency
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"records": [
{
"customer_name": "Ava",
"renewal_date": "2026-04-10",
"status": "approved"
},
{
"customer_name": "Ava",
"renewal_date": "2026-05-10",
"status": "approved"
}
]
}Response
{
"consistent": false,
"issues": [
{
"type": "date_conflict",
"field": "renewal_date",
"description": "Conflicting values found for renewal_date: 2026-04-10, 2026-05-10"
}
],
"risk_level": "medium",
"recommended_action": "resolve_conflicting_values"
}Standard lane
Spot vague language, blockers, and risk before they slip into automation.
Use this route to score practical uncertainty in text such as vague timing, conditional commitments, or unresolved approvals.
POST /v1/risk/detect
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"text": "We should be able to pay sometime next month once accounts catches up.",
"risk_mode": "commitment"
}Response
{
"risk_level": "medium",
"risk_score": 0.66,
"risk_factors": [
"Timing is vague",
"Commitment depends on a condition",
"Another team or approver is involved"
],
"confidence": 0.86,
"recommended_action": "seek_specific_confirmation"
}Standard lane
Get one clear next step instead of another vague summary.
Use this route when you want one recommended next action with wording that a human or agent can use immediately.
POST /v1/actions/next-best
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"objective": "Move customer toward activation",
"context": {
"email_status": "proposal sent",
"customer_response": "Looks good, send it to finance",
"open_items": [
"finance review pending"
]
}
}Response
{
"next_action": "follow_up_with_finance_timeline",
"priority": "high",
"confidence": 0.84,
"reasoning": [
"Finance review is the current blocker.",
"The opportunity still shows forward motion.",
"Clarifying timing is the most useful next step."
],
"suggested_message": "Following up to confirm the expected finance review timing so the next step can be scheduled."
}Standard lane
Shape loose input into JSON your system can trust.
Use this route when you need schema-shaped output from messy input without inventing fields or hand-writing a parser.
POST /v1/output/shape
Access
Free self-serve now, metered when you scale
Latency
Fast first-run API
Trust note
Live route and a good place to start when you want predictable JSON quickly.
Request
{
"schema": {
"customer_name": "string",
"urgency": "low|medium|high",
"approved": "boolean",
"renewal_date": "date"
},
"payload": {
"customer_name": "Nadia",
"urgency": "High",
"approved": "true",
"renewal_date": "2026-04-07",
"notes": "priority account"
},
"allow_extra": false
}Response
{
"shaped": {
"customer_name": "Nadia",
"urgency": "high",
"approved": true,
"renewal_date": "2026-04-07"
},
"valid": true,
"missing_fields": [],
"extra_fields": [
"notes"
],
"coercions": [
"urgency normalized to enum option",
"approved coerced to boolean"
]
}Standard lane beta
Turn a sales call transcript into a clear outcome your workflow can use.
Use this route when your workflow needs a machine-readable sales outcome from a transcript instead of a chat-style explanation.
POST /v1/score-call-outcome
Access
Free self-serve now, metered when you scale
Latency
Model-heavy, may take several seconds
Trust note
Live route that is monitored closely. Best tested against your own real examples before heavier rollout.
Request
{
"transcript": "Salesperson: We can activate today. Customer: Great, send the invoice and I will pay this afternoon."
}Response
{
"businessOutcomeGroup": "successful",
"subtype": "paid_successfully",
"paymentLikelihood": "high",
"confidence": 0.88,
"signals": [
"payment confirmed",
"invoice requested"
],
"outcomeProbabilities": {
"paid_successfully": 0.88,
"cancelled": 0.09,
"bad_debt": 0.03
}
}Standard lane beta
See whether a caller really committed, gave a soft yes, or stayed vague.
Use this route when you need a narrower, more operational commitment signal than generic sentiment or broad outcome scoring.
POST /v1/classify-commitment-strength
Access
Free self-serve now, metered when you scale
Latency
Usually fast once warm
Trust note
Live route that is monitored closely. Best tested against your own real examples before heavier rollout.
Request
{
"transcript": "Customer said send it through and accounts will handle the 440 next month."
}Response
{
"commitmentStrength": "soft_yes",
"followUpRecommendation": "follow_up_required",
"reviewRecommended": true,
"reasons": [
"timing_vague_or_delayed",
"payment_or_processing_not_confirmed"
],
"signals": [
"send it through",
"accounts will handle it",
"next month"
]
}Standard lane beta
Score short sales or CRM context when you do not have a full transcript.
Use this route when your source material is shorter or more mixed than a full transcript and you still need a structured revenue signal.
POST /score-revenue-outcome
Access
Free self-serve now, metered when you scale
Latency
Model-heavy, may take several seconds
Trust note
Live route that is monitored closely. Best tested against your own real examples before heavier rollout.
Request
{
"context": "Customer confirmed the order and will pay today.",
"context_type": "call"
}Response
{
"predicted_outcome": "paid_successfully",
"confidence": 0.82,
"risk_level": "low",
"recommended_action": "Proceed with payment fulfillment and confirmation."
}Standard lane beta
Score multiple sales contexts in one request when one-by-one calls are too slow.
Use this route when you need to classify multiple short contexts in one request for internal automation, imports, or batched review.
POST /score-revenue-outcomes/batch
Access
Free self-serve now, metered when you scale
Latency
Model-heavy, may take several seconds
Trust note
Live route that is monitored closely. Best tested against your own real examples before heavier rollout.
Request
{
"items": [
{
"item_id": "lead-001",
"context": "Customer confirmed the order and will pay today.",
"context_type": "call"
},
{
"item_id": "case-002",
"context": "Customer asked to cancel onboarding.",
"context_type": "crm_note"
}
]
}Response
{
"processed_items": 2,
"summary": {
"fallback_count": 1,
"model_path_count": 1
},
"results": [
{
"item_id": "lead-001",
"predicted_outcome": "paid_successfully"
}
]
}Examples
The examples below use call outcome classification, but the same base URL and API-key pattern apply across the launch-now utility and decision-support APIs too.
curl -X POST "https://api.autonomycore.com/v1/score-call-outcome" \
-H "Content-Type: application/json" \
-H "X-API-Key: $YOUR_API_KEY" \
-d '{
"transcript": "Salesperson: We can activate today. Customer: Great, send the invoice and I will pay this afternoon."
}'Premium lane docs
Premium APIs sit in their own lane so the higher-value data products are not buried under the standard utility and scoring surface.
Premium data
Search Australian businesses with contact and readiness signals in one place.
Use this route to search one cleaned business graph instead of managing raw lead tables, dedupe rules, and multiple source systems yourself.
Trust note
Preview premium data route. Good for integration planning, with rollout and freshness handled more carefully.
{
"q": "plumber",
"state": "NSW",
"has_phone": true,
"min_commercial_readiness_score": 0.5,
"page": 1,
"per_page": 25
}{
"data": [
{
"business_id": "biz_au_9f2c1e7a",
"canonical_business_name": "Harbour City Plumbing",
"domain": "harbourcityplumbing.com.au",
"state": "NSW",
"postcode": "2000",
"normalized_category": "Plumber",
"source_types": [
"domain",
"imported",
"gap"
],
"source_count": 3,
"contactability_profile": {
"signal_status": "derived",
"contactability_score": 0.72,
"best_time_to_contact": "Morning (9am-12pm)"
},
"commercial_readiness_score": 0.79
}
],
"pagination": {
"page": 1,
"per_page": 25,
"total": 1
}
}Premium data
Open one business profile with contacts, readiness, and evidence already grouped for you.
Use this route after search when you want one public-safe business profile with the important signals already grouped together.
Trust note
Preview premium data route. Good for integration planning, with rollout and freshness handled more carefully.
{
"business_id": "biz_au_9f2c1e7a"
}{
"business_id": "biz_au_9f2c1e7a",
"canonical_business_name": "Harbour City Plumbing",
"abn": "53123456789",
"domain": "harbourcityplumbing.com.au",
"phones": [
"0412849576"
],
"emails": [
"[email protected]"
],
"state": "NSW",
"postcode": "2000",
"normalized_category": "Plumber",
"contactability_profile": {
"signal_status": "derived",
"contactability_score": 0.72,
"best_time_to_contact": "Morning (9am-12pm)"
},
"commercial_readiness_score": 0.79,
"commercial_readiness_reasons": [
"Strong contact coverage",
"Recent public activity"
]
}Premium data
Get the best available contact options for one business in a cleaner format.
Use this route to retrieve contact details for a business without exposing raw call history, scrape traces, or internal operational metrics.
Trust note
Preview premium data route. Good for integration planning, with rollout and freshness handled more carefully.
{
"business_id": "biz_au_9f2c1e7a"
}{
"business_id": "biz_au_9f2c1e7a",
"canonical_business_name": "Harbour City Plumbing",
"contacts": [
{
"contact_type": "mobile",
"value": "0412849576",
"is_primary": true,
"contact_confidence_score": 0.91,
"contactability_profile": {
"signal_status": "derived",
"contactability_score": 0.72,
"best_time_to_contact": "Morning (9am-12pm)"
}
}
]
}Premium data
See how sales-ready a business looks without building your own scoring logic.
Use this route to inspect viability, activity, and readiness signals for one business without exposing internal scoring mechanics.
Trust note
Preview premium data route. Good for integration planning, with rollout and freshness handled more carefully.
{
"business_id": "biz_au_9f2c1e7a"
}{
"business_id": "biz_au_9f2c1e7a",
"canonical_business_name": "Harbour City Plumbing",
"qualification": {
"normalized_category": "Plumber",
"viability_status": "viable",
"activity_band": "active",
"service_tags": [
"emergency_plumbing",
"commercial_plumbing"
],
"commercial_readiness_score": 0.79
}
}Premium data
Show why a business record looks trustworthy without exposing raw scrape data.
Use this route to inspect evidence-rich business summaries while keeping raw scrape payloads, source IDs, and internal traces private.
Trust note
Preview premium data route. Good for integration planning, with rollout and freshness handled more carefully.
{
"business_id": "biz_au_9f2c1e7a"
}{
"business_id": "biz_au_9f2c1e7a",
"canonical_business_name": "Harbour City Plumbing",
"evidence": {
"evidence_summary": {
"website_present": true,
"contact_sources": 4
},
"website_signal_summary": {
"https_ok": true,
"content_freshness": "recent"
}
}
}