What we ship and what's next.

roadmap.txt

What's shipping, what's next. Click a line to expand.

#UP NEXT

  1. 01.Institution-likelihood scoring
    before

    Filers can't tell ahead of time which claims are likely to be instituted at the PTAB and which will get denied.

    what we're shipping

    Each draft petition gets a per-claim probability scored against thousands of historical institution decisions, so weak claims surface before you spend the filing fee.

  2. 02.Auto-drafted obviousness responses
    before

    Practitioners rewrite the same §103 traverse from scratch every time, even when their firm has won the argument before.

    what we're shipping

    The agent surfaces the strongest prior traverse from your own matter history and adapts it to the current rejection — your firm's voice, half the time.

  3. 03.Foreign-equivalent auto-mapping
    before

    Building the EPO / JPO / KIPO family map for a US application is hours of manual lookup and reconciliation.

    what we're shipping

    Every foreign family member is auto-linked to the US claim set with one cross-jurisdictional view, including priority chains and translated abstracts.

  4. 04.Per-practitioner voice preservation
    before

    Generated drafts read like a generic AI even when each partner has a distinct citation order, signature line, and traversal style.

    what we're shipping

    The workspace learns each practitioner's conventions automatically — opinions ship in your voice without prompt-engineering for every matter.

  5. 05.Cross-matter portfolio analytics
    before

    Realization, allowance, and §103 win-rate views require pulling reports from three different systems.

    what we're shipping

    One dashboard covering every active matter — by attorney, by art unit, by examiner — with the cuts that drive next-quarter pricing.

#SHIPPED · JUNE 2026

  1. 01.Cyrus — the agentic workspace
    before

    Even with fast search and solid drafts, the work stayed scattered — you ran a query in one tool, wrote in another, and copied citations across by hand.

    after

    Cyrus runs the whole turn in one place: it plans the approach, searches every corpus, drafts in your firm's voice, and grounds each claim with a click-through citation — documents, references, and matter history kept right beside the conversation.

  2. 02.Skill creator + installable plugin packs
    before

    Reusable skills had to be hand-authored one field at a time, and there was no way to bring in vetted skills built outside your own workspace.

    after

    Describe a workflow and the agent drafts the entire skill for you — then manage them all from one Customize panel, or install curated IP plugin packs in a single click.

  3. 03.Every PTAB filing, full-text searchable
    before

    The IPR module indexed the decisions, but the petitions, expert declarations, and exhibits behind them — the documents practitioners actually mine — weren't searchable.

    after

    All 1.8M+ documents across 18k+ PTAB cases are now full-text indexed — petitions, institution decisions, declarations, exhibits — every passage retrievable in the same sub-second loop.

  4. 04.Per-case citation grounding in CAFC answers
    before

    In answers spanning multiple Federal Circuit cases, a citation badge could resolve against the wrong case's PDF — right passage, wrong document.

    after

    Citations are scoped per case end-to-end, on the same pipeline that grounds MPEP answers — verified across live multi-case answers with zero misattributions.

  5. 05.Daily PTAB + Federal Circuit ingestion
    before

    New IPR filings and CAFC opinions landed in the corpus in periodic batches, so the freshest matters could lag behind the docket.

    after

    Automated daily pipelines pull, classify, and index new PTAB documents and Federal Circuit opinions — the corpus the agent searches is current as of this morning.

  6. 06.Brand-signature homepage with live demos
    before

    The rebuilt homepage still read flat in places — washed gradients, a static closer, demo frames that all looked alike.

    after

    Gold marker signature through the page, a typewriter hero + rotating capability board, and every demo frame in its own duotone — each mockup verified against the real product surface.

#SHIPPED · MAY 2026

  1. 01.New homepage and product showcase
    before

    The marketing site didn't communicate the agentic-first thesis — visitors saw a generic AI-for-law page and bounced.

    after

    Hero rebuilt around the actual product surface (chat, plans, citations) with seven product sections that animate as you scroll — every claim grounded in something you can demo.

  2. 02.Expert-graded prior-art testing
    before

    We had no way to measure whether our prior-art picks would hold up against an experienced patent litigator's choices.

    after

    Side-by-side claim-element evaluation against expert benchmarks runs on every retrieval change, so quality regressions are caught before they ship.

  3. 03.Multi-pass prior-art investigation
    before

    One-shot prior art searches missed combinations a thorough practitioner would find by iterating the query.

    after

    An investigation arc decomposes the claim, fans out multiple searches, then reconciles candidates into a ranked report — closer to how a senior associate actually works.

  4. 04.Reusable plans + workspace skills
    before

    Every matter started from a blank prompt even when the firm had run the exact same workflow dozens of times.

    after

    Approved plans get saved as one-click reusable skills — §103 traversals, FTO opinions, IPR petitions, claim-chart builders — each callable from the chat composer.

  5. 05.Deep research mode
    before

    Investigating a single patent meant copying the number into search, then chasing related publications and family members manually.

    after

    Auto-enrichment from any patent number — family, history, foreign equivalents, cited art — surfaced as part of the research turn, not as a separate lookup.

  6. 06.Faster patent text retrieval
    before

    Full-text searches across the patent corpus took multiple seconds per query, slowing the agent's tool loop.

    after

    Search backend rebuilt — sub-second hybrid retrieval across the full text and citation graph, with batched hydration so claim charts assemble in a single round trip.

  7. 07.Faster Federal Circuit case retrieval
    before

    Pulling on-point CAFC opinions for a brief took the same multi-second hit as patent search.

    after

    Opinions moved to a dedicated retrieval index with verified relevance ranking — find the closest-on-point precedent in well under a second.

  8. 08.Cross-matter reference store
    before

    Notes, drafts, and citations lived in separate stores so a reference saved on one matter couldn't be reused on another.

    after

    Unified reference layer across every workspace artifact — anything you cite once is reusable on every matter you touch.

  9. 09.UI polish across the workspace
    before

    Custom cursor and theme states drifted between modules — light-mode broke in a few places, the topbar carried an unwanted seam, motion was inconsistent.

    after

    Design system aligned across the agentic workspace — same cursor, same theme tokens, same animation feel everywhere.

  10. 10.Hardened production sign-in
    before

    Dev-only auth shortcuts could theoretically reach a production build, and environment promotion lacked a documented checklist.

    after

    Production-build gate plus a setup doc that locks the path from development to live deployment.

Last updated: June 14, 2026