LEAP vs Smokeball for AI automation — which fits your firm?

How do LEAP and Smokeball compare on native AI features in 2026?

LEAP ships Matter AI, LawY (legal Q&A trained on Australian law), and AI-assisted document drafting via LEAP Mobile. Smokeball has AI-assisted matter summaries, smart precedent suggestions and Outlook-native AI assistance through its Microsoft 365 integration. LEAP's native AI is broader and more visible in the product; Smokeball's is tighter and more focused on document-and-email workflows.

Native AI features shipping in 2026:

• LEAP — Matter AI (matter context Q&A), LawY (Australian legal research), AutoTime (AI-assisted time recording), AI-assisted dictation, By Lawyers precedents with smart-fill, LEAP Mobile AI for on-the-go tasks.
• Smokeball — AI matter summaries, smart precedent suggestions, Microsoft Word add-in AI helpers, Outlook-native AI for email triage, AI-assisted form completion for conveyancing.

LEAP's broader native AI surface reflects LEAP Group's heavier R&D investment (and recent acquisitions like vRunway). Smokeball's tighter, Microsoft-centric approach reflects its design ethos: practitioners live in Word and Outlook, so the AI should too.

Which platform has the better API and integration surface for AI automation?

LEAP's API access and webhook coverage are broader than Smokeball's in 2026, particularly for matter data, time entries, document storage and trust accounting. Smokeball's API is improving but still favours its own ecosystem (InfoTrack, LEAP-owned services, Microsoft 365). For custom AI workflows that need to read and write practice data programmatically, LEAP is currently the lower-friction choice.

Concrete API differences that matter when building custom AI workflows:

• Matter data access — LEAP exposes matters, contacts, time entries, documents and trust transactions via API. Smokeball's API covers matter and contact data well but has more gaps on trust and time.
• Webhooks — LEAP supports event-driven webhooks across several matter and time events. Smokeball's webhook coverage is narrower, often forcing AI workflows to poll for changes.
• InfoTrack / PEXA integration — both integrate, with LEAP having broader native search and conveyancing ecosystem coverage and Smokeball relying more on InfoTrack for search ordering.
• Microsoft 365 integration — Smokeball's M365 integration is generally tighter; LEAP works inside Word and Outlook but Smokeball is more deeply embedded.
• Document automation — LEAP has By Lawyers precedents and broader template scripting; Smokeball has stronger Word-native template logic.

Which firm types fit LEAP best?

LEAP fits Australian firms that handle a broad mix of legal work (family, commercial, property, wills and estates), firms that need strong mobile or remote workflows, firms wanting deep AI-assisted research via LawY, and firms doing enough trust accounting volume that integrated trust matters. LEAP's heavier feature set carries a steeper learning curve but pays off for full-service firms.

LEAP tends to be the stronger fit when:

• The firm handles multiple practice areas and benefits from LEAP's depth across each.
• Mobile or hybrid work is core (LEAP Mobile is more capable than Smokeball's mobile experience).
• Australian legal research is a frequent activity (LawY is meaningfully useful for first-pass research).
• Integrated trust accounting matters and the firm wants to avoid a separate trust platform.
• The firm is large enough to absorb the onboarding investment and benefit from LEAP's broader feature surface.

Which firm types fit Smokeball best?

Smokeball fits Australian firms that live in Microsoft Word and Outlook, conveyancing-focused practices that benefit from its strong form workflows, smaller firms that want a faster learning curve, and firms where the existing Smokeball workflow is operationally proven. Smokeball wins on simplicity and Microsoft fluency where LEAP wins on breadth.

Smokeball tends to be the stronger fit when:

• The team's daily work is heavily Word and Outlook based and Microsoft fluency matters.
• The firm is conveyancing-focused or has high transactional volume in standard form work.
• Practitioners need fast onboarding without a long learning curve.
• The firm wants tight Outlook-native AI assistance for email-driven matter management.
• The Smokeball workflow is established and the cost of switching outweighs LEAP's broader feature set.

Should an Australian law firm switch between LEAP and Smokeball for AI alone?

Usually no. Platform migration costs for a small-to-mid-sized firm typically run $20,000-$80,000 once data migration, retraining, client communication and downtime are factored in, and the AI advantage of either platform over the other rarely justifies that on its own. Switch when AI advantage compounds with multiple other reasons — workflow maturity, ecosystem fit, mobile needs, or generational firm change.

Migration cost components for a law firm switching between LEAP and Smokeball:

• Matter and contact data migration — $5,000-$30,000 in migration partner fees depending on matter volume and complexity.
• Trust accounting reconciliation and rollover — careful planning to avoid breaking trust audit trail; budget legal accountant time.
• Document template rebuild — practice precedents typically need adaptation between LEAP By Lawyers and Smokeball Word templates.
• Team retraining — fee earners and support staff need weeks of reduced productivity during transition.
• Client communication — particularly for firms with active matters mid-flight at switch time.

If the only reason to consider switching is to gain access to one specific AI feature, a custom AI workflow built on top of your current platform is almost always cheaper than a full platform migration.