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ROADMAP

What we're building, and why.

"What's on your roadmap?" is the second question every serious buyer asks. The honest answer belongs on a public page.

Reviewed and republished quarterly. Items can shift - we'll say so on this page and in the changelog. Nothing here is a contractual commitment. Last updated: September 2026.

Now - Q4 2026

SOC 2 Type II audit

In progress

Type II observation period underway. Unblocks: enterprise procurement reviews that require independent attestation. Interim security documentation available now via security@sentiqra.tech.

MCP server integration page + reference implementation

In development

Unblocks: Sentiqra as a first-class deterministic tool in agent stacks. The MCP server is live; the integration-layer documentation is the missing piece.

Reconciled taxonomy and coverage claims across all pages

In progress

Unblocks: "how many analyzers, languages, labels" answered consistently everywhere. A documentation project that matters enough to name.

Published benchmarks for the four newest analyzers

In progress

Dating Safety, Fraud & Scam, Insurance, and Wellness already run in production (GA). Unblocks: published benchmark results for every analyzer - the four newest benchmark pages target Q1-Q2 2027.

Next - Q1 2027

EU data residency

Planned

Unblocks: customers whose internal policy or sector regulation requires all processing within the EU. Today: EU-hosted compute (Germany) with subprocessor transfers disclosed in the Trust Center + the documented non-retention data-handling policy.

Batch API

Design in progress

Unblocks: offline analysis of historical corpora, backlog reprocessing after a configuration change, and cost reduction for latency-insensitive workloads. Same deterministic properties as the real-time API.

Agent-tool documentation for MCP

In progress

Unblocks: documented patterns for agent frameworks calling Sentiqra as a deterministic classification tool.

Evaluation guides & reference architectures

In progress

Unblocks: the "first 30 days" narrative for prospects. The 9-metric evaluation checklist is live; packaged reference architectures for T&S, SecOps, and CX follow. These are documentation and runbook assets — not downloadable models or engine exports.

Later - Q2 2027 and beyond

ISO 27001 certification

Gap analysis

Unblocks: procurement in markets where ISO 27001 is the required baseline rather than SOC 2.

SCIM provisioning + SSO for all paid plans

Planned

Unblocks: enterprise identity management without a custom Enterprise contract.

Custom taxonomy, self-serve

Research

Unblocks: customers whose policies need signals outside the standard taxonomies. Today: Enterprise-only; goal is a documented self-serve path for Growth+.

Private-region and single-tenant deployment

Under assessment

Unblocks: regulated-sector customers who cannot use shared-tenant infrastructure. Not a standard offering — each dedicated or customer-cloud deployment requires an approved architecture, threat model, license, and pricing before it can be contracted. Enterprise prospects can request a deployment architecture review under NDA.

Not on the roadmap

Asked about regularly - explicit non-goals

  • -Image or video analysis. Sentiqra is text-only and expects to remain text-only.
  • -Generative-model-based classifiers. Deterministic classification is the whole point; we will not ship a generative pipeline.
  • -Free unlimited tier. The Free plan's 5,000 runs/month is a genuine evaluation tier, not a growth-hacking loss-leader.
  • -Customer-operated deployment. We do not ship on-prem or self-hosted Sentiqra, downloadable models, or source/model escrow. An operator who controls the host can inspect every deployed artifact — that is a separate product and licensing decision, not a packaging option, and it is not offered.

How to read this page

In progress

Actively being built this quarter.

Planned

Scoped and prioritized; starts when an in-progress item completes.

Research

Figuring out whether and how; no commitment to ship.

Design partner

Shipping to selected customers under evaluation terms; not yet GA.

How to influence this

If something on this roadmap is critical to your deployment, tell us. Customer priorities move roadmap dates more than any other factor.

Talk to Solutions Engineering Trust Center