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Impart A.I.

ROADMAP // WHAT WE ARE SHIPPING NEXT

Public roadmap.

Three tracks: how we run the studio, what we ship for clients, and what we publish. Each item carries a status. We update this page when something material moves.

Track 01

Studio

Internal posture, hiring, and how the practice itself is run. Updated when something material lands.

  • Three-principal flat structure

    Live

    Founders own scoping, build and operate respectively. No staffing pyramid below.

  • POPIA-by-default architecture review

    Live

    Every engagement passes a residency / retention / vendor-isolation review before kick-off.

  • Quarterly client doctrine note

    Shipping

    A short written piece sent to active clients on what is moving in regulated AI in SA.

  • Annual case-study release

    Scoping

    Two to three signed-off field reports per year, with named clients, real numbers, real architectures.

Track 02

Practice

What we are currently shipping for clients, and where we are pushing the engagement model next.

  • AI Operations Audit

    Live

    Two-to-four-week scoped audit, paid, deliverable-led. Now the canonical entry-point for new engagements.

  • POPIA-Safe AI deployments

    Live

    Productionised pattern for regulated-industry AI inside SA residency.

  • AI Revenue Agents

    Shipping

    Sales and CS agents that take over the highest-volume customer-facing functions.

  • Sovereign deployment pattern

    Scoping

    Air-gapped / on-prem AI for clients with full data-sovereignty constraints.

  • Vertical agent libraries

    Considering

    Pre-tuned agent stacks for specific SA industries: medical aid, logistics, financial advisory.

Track 03

Voice

What we publish, and where the editorial output is going next.

  • Insights cadence

    Shipping

    One long-form editorial per fortnight, written by a principal, no syndicated content.

  • Methodology documentation

    Shipping

    /methodology lays out Audit-Build-Operate; deeper guides per phase coming.

  • Topic indexes

    Shipping

    /ai-insights-tips-and-trends/topic/[slug] surfaces editorial by theme. POPIA, agents, voice, governance.

  • Annual State of AI in SA report

    Considering

    First edition planned. Operator-voiced, no lead-magnet behaviour, free download.

Want input on what ships next?

Active client engagements and prospects shape the roadmap directly. If something on the “considering” list matters to you, tell us; it changes our priority.

Send a note