Specialist AI APIs
Legal intelligence, Speech AI, NLP, and Image Processing — purpose-built APIs for regulated industries. OpenAI-compatible endpoints, single API key, usage-based pricing.
Specialty APIs
Single-purpose APIs with their own landing, benchmark and pricing rule — discount derived from quality position vs market average.

Background Removal
Azure Image Analysis 4.0 alternative
- KPI0.95 mIoU · ~0.4s/image
- Free100 images/mo
- Paid from$19/mo · 1k images

Audio Enhancement
Denoise · isolate · cleanup · master
- KPI0.8s for 30s audio
- Free10 minutes/mo
- Paid from$29/mo · 500 min

Speaker Diarization
Brainiall Speaker ID engine, who-said-what
- KPI12% DER on AMI
- Free10 minutes/mo
- Paid from$25/mo · 300 min

PDF to Markdown
Brainiall Document Reader engine, equation-aware
- KPI~3s/page · tables preserved
- Free20 pages/mo
- Paid from$19/mo · 1k pages

Identity Verification
AWS Rekognition Face alternative · LGPD-compliant
- KPI154ms p50 · 2-3× faster than Rekognition
- Free100 KYC checks/mo
- Paid from$0.005/check

Content Moderation
NSFW + regions · 20% cheaper than Rekognition
- KPI91ms p50 · 3-4× faster
- Free1k images/mo
- Paid from$0.0008/image

Document AI / OCR
Brainiall Form Parser + Brainiall Form Parser engine · 5-10× cheaper than AWS Textract
- KPI327ms (Fast) / 2.4s (Pro)
- Free500 pages/mo
- Paid from$0.0015/page

Vision Labels
Brainiall Vision Tagger engine multi-task · zero-shot (Rekognition does not)
- KPI236ms (Fast) / 1.6s (Standard)
- Free500 images/mo
- Paid from$0.0015/image

Agent Memory
Mem0 alternative, 1/5th the cost
- KPIRecall@5 95% · 31ms p50
- Free10k events/mo
- Paid from$19/mo · 1M events
NLP Suite
Your team is building text analysis from scratch — or overpaying cloud NLP APIs. Ten text & language APIs at half the price of Google or AWS. Toxicity, sentiment, entities, PII, language — all under 200ms.
| Endpoint | Brainiall | Google NLP | AWS Comprehend | Azure Text Analytics |
|---|---|---|---|---|
| Toxicity | $0.001/req | $0.002/req | $0.003/req | $0.002/req |
| Sentiment | $0.001/req | $0.002/req | $0.003/req | $0.002/req |
| Entities | $0.002/req | $0.002/req | $0.003/req | $0.002/req |
| PII Detection | $0.002/req | N/A | $0.003/req | $0.002/req |
| Language | $0.0005/req | $0.002/req | $0.001/req | $0.001/req |
| Translation (100+ languages) | $5/1M chars | ~$20/1M chars | ~$15/1M chars | ~$10/1M chars |
| Summarization (extractive + abstractive) | $0.001/1K chars | N/A | N/A | ~$0.001/1K chars (AI Language) |
| Grounded Q&A | $0.001/1K chars | N/A | N/A | ~$0.001/1K chars (AI Language) |
| Knowledge base — ingest (managed RAG) | $0.001/1K chars | N/A | N/A | varies (AI Search SU/hr) |
| Knowledge base — query (retrieval + grounded answer) | $0.005/query | N/A | N/A | varies |
50% cheaper than Google NLP. No minimum spend. No contracts. First API call in 60 seconds.
Speech AI
Building voice features in-house takes months and costs a fortune. Production-ready voice APIs — pronunciation scoring, speech-to-text, text-to-speech, and transcription in 99+ languages. Ship in days, not months.
| Endpoint | Brainiall | Google Speech | AWS Transcribe | Azure Speech |
|---|---|---|---|---|
| Pronunciation | $0.01-0.02/req | N/A | N/A | $0.02/req |
| STT | $0.01-0.02/req | $0.016/min | $0.024/min | $0.016/min |
| Voice (Edge tier) | $0.015/1K chars | $0.016/1K chars | $0.016/1K chars | $0.016/1K chars |
| Voice (Pro tier — cloning, 99 langs, 48 kHz) | $0.054/1K chars | — | — | $0.024/1K chars (Custom Neural) |
| Transcription | $0.01-0.02/req | $0.016/min | $0.024/min | $0.016/min |
| Voice ID (speaker verify / identify) | $0.0075/verification | N/A | $0.025/call (Connect Voice ID) | $0.01/txn (Speaker Recog. — Limited Access) |
The only API that scores pronunciation at the phoneme level. Used by language learning apps serving thousands of students. No contracts — cancel anytime.
Image Processing
You're paying $0.23 per image for background removal when you could pay $0.005. AI image processing at a fraction of the cost — background removal, upscaling, face restoration — production quality.
| Endpoint | Brainiall | remove.bg | Let's Enhance | Cloud APIs |
|---|---|---|---|---|
| Bg Removal | $0.005/img | $0.23/img (HD) | N/A | ~$0.01/img |
| Upscale 2x/4x | $0.003/img | N/A | $0.20/img | ~$0.01/img |
| Face Restore | $0.005/img | N/A | N/A | N/A |
46x cheaper than remove.bg. Same quality. No subscriptions. Pay only for what you use — $10 free to start.
Document AI
Stop wiring together a per-feature IDP pricing matrix. Turn a document image into structured data — doc-type-aware field extraction (receipt, invoice, ID, contract, form, generic), natural-language Q&A over a document, and table extraction — at one flat per-page price. Plus full-document PDF → Markdown.
| Endpoint | Brainiall | AWS Textract | Azure Doc Intelligence | Google Document AI |
|---|---|---|---|---|
| Field extraction (receipt / invoice / id / contract / form / generic) | $0.01/page | ~$0.05–$0.10/page (forms / expense / ID) | ~$0.01/page (prebuilt), ~$0.05 (custom) | ~$0.065/page (specialized) |
| Document Q&A (natural-language question) | $0.01/page | ~$0.015/page (Queries) | via custom models | via custom processors |
| Table extraction (headers + rows) | $0.012/page | ~$0.015/page (Tables) | ~$0.01/page (prebuilt layout) | ~$0.03/page (Form Parser) |
| PDF → Markdown (full-document layout) | see PDF→Markdown | N/A | ~$0.0015/page (Read) | ~$0.0015/page (OCR) |
One endpoint family, one per-page price — not a per-feature, per-document-type matrix. Self-serve from the first call. No minimum spend, no contract.
Fraud & Risk
You're either training and hosting your own model on AWS Fraud Detector, stuck scoring only Stripe-processed payments with Radar, or paying a fraud platform a percentage of your GMV. Transactional & account fraud risk scoring as one flat per-event REST call — a 0-1 probability, the exact risk factors that drove it, and a recommended allow/review/deny decision — with a /feedback loop that re-calibrates to your data.
| Endpoint | Brainiall | AWS Fraud Detector | Stripe Radar | Sift / Kount / Signifyd |
|---|---|---|---|---|
| Fraud score (event → probability + risk factors + decision) | $0.0075/event | ~$0.005–$0.03/prediction | ~$0.05/transaction (Radar for Fraud Teams) | % of GMV / per-order contract |
| Feedback (report confirmed outcomes — re-calibrates) | free | via model retraining | n/a | n/a |
One endpoint family, one per-event price — not a model you train, not a payment processor you're locked into, not a percentage of your GMV. Self-serve from the first call. No minimum spend, no contract.
Content Authenticity
Deepfake and AI-content detection is sold as an enterprise platform behind an annual contract (Reality Defender, Sensity) or bundled into a volume-priced moderation API (Hive); the hyperscalers ship nothing dedicated. AI-generated & manipulated media detection as one flat per-asset REST call — submit an image, video or audio asset, get a 0-1 likelihood, a verdict, and the exact forensic & provenance signals behind it — plus a /provenance endpoint that extracts embedded C2PA Content Credentials.
| Endpoint | Brainiall | Reality Defender | Hive AI | Sensity AI |
|---|---|---|---|---|
| AI-generated / deepfake detection (image, video, audio) | $0.01/asset | enterprise contract | ~$0.003–$0.02/call | enterprise contract |
| C2PA Content Credentials extraction (/provenance) | $0.01/asset | partial | n/a | partial |
One endpoint family, one per-asset price — not an enterprise platform behind a sales motion, not a moderation API where AI-detection is one label among many. Every verdict ships with the signals that drove it. Self-serve from the first call. No minimum spend, no contract.
Dubbing
Video dubbing is sold as a credit-based studio product (ElevenLabs Dubbing), a subscription localisation suite (Rask) or one feature of an avatar-video platform (HeyGen); the hyperscalers ship transcription, translation and speech synthesis as separate APIs but no end-to-end dubbing call. Brainiall dubs a video into another language as one async REST job — submit a video and a target language, poll the job, get a fully dubbed video back with the original timing preserved and a per-segment transcript.
| Capability | Brainiall | ElevenLabs Dubbing | Rask AI | HeyGen |
|---|---|---|---|---|
| Video dubbing into another language | $0.30/min | ~$1+/min equiv. | ~$0.50–$1/min | subscription |
| Translated-transcript preview (no render) | free | credit-metered | plan-dependent | plan-dependent |
One async REST job runs the whole pipeline — transcribe, translate, synthesize, time-fit, remux — priced per minute of video, not by credits or a subscription. The /preview endpoint and job-status polling are free; you only pay when you create a dub. Self-serve from the first call. No minimum spend, no contract.
Web API
Web scraping is sold as a credit-metered crawl API (Firecrawl), a per-call HTML-fetch API (ScrapingBee), a compute-unit automation platform (Apify) or an enterprise data-collection suite (Bright Data); the hyperscalers ship no general web scraping or crawling API. Brainiall scrapes a URL into clean Markdown, crawls a site, maps its URLs or searches the web, one REST call each, billed per operation and ethical by construction.
| Capability | Brainiall | Firecrawl | ScrapingBee | Bright Data |
|---|---|---|---|---|
| Scrape a URL to clean Markdown | $0.002/op | ~$0.003+/page | ~$0.001-0.007/call | subscription |
| Honors robots.txt, never bypasses bot-detection | always | varies | varies | varies |
One REST call runs the whole job: fetch, isolate the main content and convert to Markdown, priced per operation rather than by credits or a subscription. Scrape, crawl, map and search are billed at the same flat rate. Self-serve from the first call, no minimum spend, no contract. And it is ethical by construction: robots.txt and crawl-delay are honored and bot-detection is never bypassed.
Speech-to-Speech
Speech-to-speech translation is shipped as a real-time streaming SDK inside a broad cloud speech service (Azure AI Speech), or not as a single API at all — Google and AWS make you chain translation and synthesis, or transcription plus translation plus synthesis, into a pipeline yourself. Brainiall translates a spoken clip into spoken audio in another language as one async REST job: submit a clip and a target language, poll the job, get the translated audio back with the source transcript and the translation.
| Capability | Brainiall | Azure AI Speech | Google Cloud | AWS |
|---|---|---|---|---|
| Spoken clip translated into spoken audio | $0.04/job | ~$2.50/audio-hr | chain 2 APIs | chain 3 APIs |
| Source + translated transcript returned | always | varies | assemble | assemble |
One async REST job runs the whole pipeline — transcribe, translate, synthesize — priced per translation job, not per audio-hour or per character. Job-status polling is free; you only pay when you create a translation. Self-serve from the first call. No minimum spend, no contract.
LLM Observability
LLM observability is sold as an open-source platform you self-host or its hosted cloud (Langfuse), as a proxy placed in front of your traffic (Helicone) or as tracing tied to one orchestration framework (LangSmith); the hyperscalers fold it into a broad application-monitoring suite. Brainiall ships a plain REST ingest API: POST a trace for every model call, GET aggregate latency, token, cost and error-rate stats, POST a heuristic eval. It is framework-agnostic, with nothing in your request path, billed per operation.
| Capability | Brainiall | Langfuse | Helicone | LangSmith |
|---|---|---|---|---|
| Trace ingest + aggregate stats + evals | $0.0002/op | usage + seats | request + seats | ~$0.0005/trace |
| Sits in your request path (adds latency) | never | no (SDK) | yes (proxy) | no (SDK) |
One REST ingest API runs all three jobs (record a trace, aggregate the health, score a response), priced per operation rather than by usage units, requests or seats. It is framework-agnostic and never proxies your model traffic, so it cannot add latency or become a dependency of a live call. Reading aggregate stats is free; you only pay to ingest, query or evaluate. Self-serve from the first call, no minimum spend, no contract.
Bundles — Speech / NLP / Document / Safety Pro
Five feature bundles ship alongside existing Brainiall SKUs. No separate subscription — they share quotas with the underlying engines and unlock capabilities that AWS Polly, AWS Transcribe, Azure AI Speech, Azure AI Language, Azure AI Document Intelligence and Azure AI Content Safety sell as paid add-ons.
| Bundle | Brainiall | AWS | Azure |
|---|---|---|---|
| Speech Suite Pro (5 endpoints) | bundled with Speech AI | Polly + Transcribe (separate) | AI Speech Captioning + Translation |
| NLP Pro (5 endpoints) | bundled with NLP Suite | Comprehend (per record) | AI Language (per record) |
| Document AI Expansion (3 endpoints + 5 doc types) | bundled with Document Intelligence | Textract Specialty (per page) | Doc Intelligence (per page) |
| Content Safety Pro (4 endpoints) | bundled with Text Intelligence | Bedrock Guardrails (limited) | AI Content Safety (per record) |
| Document AI Verticals (18 doc types) | bundled with Document Intelligence | Textract Queries (per field) | Custom model per type (~$50/1K pg) |
Capabilities that take competitor APIs from "basic" to "useful" — bundled with existing Brainiall SKU usage, no add-on charge.
One Vendor. Every API. Zero Risk.
NLP Suite, Speech AI, Image Processing, Document AI, and Fraud & Risk — one API key, one bill, no contracts. Cancel anytime.
Volume tiers — committed-use discounts
For finance and procurement teams: prepaid annual commitments unlock 15-35% off the per-call price published on each product page. Tiers stack with the Marketplace + Stripe direct-bill paths. Email hello@brainiall.com for an enterprise quote and Enterprise MSA.
| SKU | Product | Base / unit | Tier 1 (15% off) | Tier 2 (25% off) | Tier 3 (35% off) |
|---|---|---|---|---|---|
| S1 | Background Removal (HD) | $0.05 / image | $0.0425 −15% ≥ 50K / mo | $0.0375 −25% ≥ 200K / mo | $0.0325 −35% ≥ 1M+ / mo |
| S2 | Audio Enhancement (Pro) | $0.08 / minute | $0.068 −15% ≥ 50K min / mo | $0.06 −25% ≥ 200K min / mo | $0.052 −35% ≥ 1M+ min / mo |
| S3 | Speaker Diarization | $0.06 / minute | $0.051 −15% ≥ 50K min / mo | $0.045 −25% ≥ 200K min / mo | $0.039 −35% ≥ 1M+ min / mo |
| S4 | PDF-to-Markdown | $0.005 / page | $0.00425 −15% ≥ 50K pages / mo | $0.00375 −25% ≥ 200K pages / mo | $0.00325 −35% ≥ 1M+ pages / mo |
| S5 | Agent Memory (events) | $0.5 / 1k events | $0.425 −15% ≥ 500K events / mo | $0.375 −25% ≥ 5M events / mo | $0.325 −35% ≥ 50M+ events / mo |
| S6 | Identity Verification (Pro) | $0.01 / check | $0.0085 −15% ≥ 50K checks / mo | $0.0075 −25% ≥ 200K checks / mo | $0.0065 −35% ≥ 1M+ checks / mo |
| S7 | Content Moderation (Fast) | $0.0008 / image | $0.00068 −15% ≥ 100K imgs / mo | $0.0006 −25% ≥ 500K imgs / mo | $0.00052 −35% ≥ 5M+ imgs / mo |
| S8 | Document AI / OCR (Pro) | $0.005 / page | $0.00425 −15% ≥ 50K pages / mo | $0.00375 −25% ≥ 200K pages / mo | $0.00325 −35% ≥ 1M+ pages / mo |
| S9 | Vision Labels (Standard) | $0.008 / image | $0.0068 −15% ≥ 50K imgs / mo | $0.0056 −30% ≥ 500K imgs / mo | $0.0048 −40% ≥ 5M+ imgs / mo |
How committed-use pricing works
- 12-month annual commitment: prepay or quarterly invoice (NET-30 PO accepted at Tier 2+). Unused volume rolls over within the contract year.
- Mix-and-match across SKUs: an annual contract can blend multiple products. Tier qualification is per-SKU based on monthly average usage.
- Overage: above-tier usage billed at the same tiered rate (no surge penalty), measured monthly.
- Auto-tiering: PAYG (Stripe / Marketplace) customers are automatically promoted to Tier 1 once they cross the threshold for 3 consecutive months — no contract required for Tier 1.
- Enterprise (Tier 2+): also unlocks Enterprise MSA (liability cap up to $1M, governing-law options Delaware/NY/UK/Switzerland), 99.9% SLA, NET-30 PO, dedicated incident channel, custom data residency.
- Free tier preserved: per-SKU free quotas (100 KYC checks, 500 imgs, 10 min audio, etc.) remain free regardless of commitment.
Pilot program: the first three customers per SKU willing to be publicly cited as references receive an additional 50% lifetime discount on top of Tier 3 (effective ~67% off list). See case studies / pilot program.