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Roadmap

What we shipped, what we're committed to next, and what we're exploring later. Honest about what is on the menu and what is still in the kitchen — three columns, three different levels of certainty.

NowLive

Shipped and live in production

  • sku5 specialty SKUs — S1 Background Removal (Fast + HD tiers), S2 Audio Enhancement (denoise / voice-iso / cleanup / master), S3 Speaker Diarization (pyannote 3.1), S4 PDF-to-Markdown (Marker), S5 Agent Memory (BGE-small embeddings).
  • skuSpeech AI catalog — Pronunciation Assessment (Conformer-CTC, PCC 0.59 phone), STT (Conformer-CTC), TTS (Kokoro-82M, 12 voices), Whisper Large V3 Turbo with optional diarization.
  • skuNLP Suite — Toxicity, Sentiment, Entities, PII detection, Language identification — single Bearer key, OpenAI-compatible.
  • skuImage Processing — Background Removal, Upscale (ESRGAN), Face Restore (GFPGAN) — same Bearer key, same response shape.
  • sdkDeveloper artifacts — OpenAPI 3.1 spec, TypeScript SDK 1.0.2, Python SDK 1.0.2, Postman collection + environment, hosted Swagger UI at /api-explorer, /quickstart with copy-paste curl/python.
  • complianceCompliance posture — GDPR/LGPD compliant by default, signed Data Processing Addendum at /dpa, public Trust Center at /trust, RFC 9116 security.txt for coordinated disclosure.
  • infraDistribution — Azure Marketplace SaaS Offer (5 SKUs, certified live), Apify Actor, 8+ MCP registries (Smithery, MCPize, Cline, Cursor, Claude Code Plugin, Apify, etc.), HuggingFace Space.

NextCommitted

Committed for the upcoming quarter

  • docv1.1 head-to-head benchmarks — Real measurements vs Krisp / Cleanvoice (S2), AMI 5h corpus (S3), 50-document arxiv eval (S4) — published with raw eval data.
  • infraGPU migration for S1 HD tier — BiRefNet on CUDA — 10× throughput, ~50% unit-cost reduction. Pricing remains stable (cost passed to margin, not customer).
  • featureBatch endpoints — Process 100s of files in a single request with progress callbacks — 30–50% pricing discount vs per-call.
  • sdknpm + PyPI publish — Move from tarball downloads to `npm install @brainiall/sdk` and `pip install brainiall-sdk` with semver-locked releases.
  • complianceSOC 2 Type II audit — Formal certification with Big Four auditor — controls already implemented, audit cycle in progress.
  • featureWebhook signing v2 — HMAC-signed payloads on usage and SaaS Fulfillment events (currently RS256 JWT validated; HMAC adds replay-attack protection symmetric channel).

LaterExploring

Exploring — outcomes drive scope; no fixed timeline

  • complianceCustom data residency — EU-only, US-only, BR-only deployments per tenant — driven by enterprise demand. Architecture supports it; productization depends on signed pipeline.
  • featureEnterprise SSO — Microsoft AD / Okta / Auth0 / Azure AD B2C federation. Currently Bearer-only.
  • featureAudit logs API — Per-API-call provenance feed with retention policy — for regulated workloads that need full traceability.
  • skuPremium specialty tiers — S1 batch GPU mode, S3 multi-language diarization, S5 cluster-mode for multi-tenant scale beyond 1M events/month.
  • complianceISO 27001 — Certification target year 2027 — controls aligned with framework already.
  • featureFunction calling for memory — Tool-call interface for S5 Agent Memory — let LLM agents add and query memory via standard OpenAI tool-call schema.

Promises we won't make

Public roadmaps usually leak hype that turns into debt. We avoid that by being explicit about what is intentionally unsaid:

  • Specific dates for "Later" items — exploration depends on outcomes and signed enterprise contracts; fixed dates would be theatre.
  • Feature parity with every competitor — we ship for regulated industries and developer ergonomics, not feature-checklist marketing.
  • Breaking changes without 90-day deprecation notice — even if a Next item replaces a Now item, the old endpoint remains live for at least 90 days.
  • Pricing changes without 30-day notice — active paying subscriptions are price-locked through the notice window; only new sign-ups see the new rate.
  • Re-arrangement of buckets without explanation — when a Next item moves to Now or a Later item is dropped, it shows up explicitly in /changelog.

How we ship

  • Release cadence — platform releases at least weekly (see /changelog); SKU improvements ship continuously and are bundled into the weekly notes.
  • Versioning — paths are versioned (/v1/...); breaking changes land only in a major bump (/v2/...) with deprecation notice and dual-availability for at least 12 months.
  • Subscribe — release notes are emailed to active customers and surfaced on the status page. For real-time platform events, watch status.brainiall.com.
  • Tell us what you'd like to see — feature requests land at /contact or on the public MCP repository GitHub. We read everything; we don't commit to everything.