What we ship and what's next.
//────────────────────────────────────────────────────────────────── // MPEP AI · ROADMAP & CHANGELOG //──────────────────────────────────────────────────────────────────
What's shipping, what's next. Click a line to expand.
#UP NEXT
01.📊Institution-likelihood scoring
beforeFilers can't tell ahead of time which claims are likely to be instituted at the PTAB and which will get denied.
what we're shippingEach draft petition gets a per-claim probability scored against thousands of historical institution decisions, so weak claims surface before you spend the filing fee.
02.✍️Auto-drafted obviousness responses
beforePractitioners rewrite the same §103 traverse from scratch every time, even when their firm has won the argument before.
what we're shippingThe 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.
03.🌐Foreign-equivalent auto-mapping
beforeBuilding the EPO / JPO / KIPO family map for a US application is hours of manual lookup and reconciliation.
what we're shippingEvery foreign family member is auto-linked to the US claim set with one cross-jurisdictional view, including priority chains and translated abstracts.
04.🎯Per-practitioner voice preservation
beforeGenerated drafts read like a generic AI even when each partner has a distinct citation order, signature line, and traversal style.
what we're shippingThe workspace learns each practitioner's conventions automatically — opinions ship in your voice without prompt-engineering for every matter.
05.📁Cross-matter portfolio analytics
beforeRealization, allowance, and §103 win-rate views require pulling reports from three different systems.
what we're shippingOne dashboard covering every active matter — by attorney, by art unit, by examiner — with the cuts that drive next-quarter pricing.
#SHIPPED · JUNE 2026
01.🧭Cyrus — the agentic workspace
beforeEven 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.
afterCyrus 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.
02.🧩Skill creator + installable plugin packs
beforeReusable 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.
afterDescribe 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.
03.🗄️Every PTAB filing, full-text searchable
beforeThe IPR module indexed the decisions, but the petitions, expert declarations, and exhibits behind them — the documents practitioners actually mine — weren't searchable.
afterAll 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.
04.⚖️Per-case citation grounding in CAFC answers
beforeIn answers spanning multiple Federal Circuit cases, a citation badge could resolve against the wrong case's PDF — right passage, wrong document.
afterCitations are scoped per case end-to-end, on the same pipeline that grounds MPEP answers — verified across live multi-case answers with zero misattributions.
05.🔄Daily PTAB + Federal Circuit ingestion
beforeNew IPR filings and CAFC opinions landed in the corpus in periodic batches, so the freshest matters could lag behind the docket.
afterAutomated daily pipelines pull, classify, and index new PTAB documents and Federal Circuit opinions — the corpus the agent searches is current as of this morning.
06.✨Brand-signature homepage with live demos
beforeThe rebuilt homepage still read flat in places — washed gradients, a static closer, demo frames that all looked alike.
afterGold 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
01.💬New homepage and product showcase
beforeThe marketing site didn't communicate the agentic-first thesis — visitors saw a generic AI-for-law page and bounced.
afterHero 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.
02.🧑⚖️Expert-graded prior-art testing
beforeWe had no way to measure whether our prior-art picks would hold up against an experienced patent litigator's choices.
afterSide-by-side claim-element evaluation against expert benchmarks runs on every retrieval change, so quality regressions are caught before they ship.
03.🔬Multi-pass prior-art investigation
beforeOne-shot prior art searches missed combinations a thorough practitioner would find by iterating the query.
afterAn investigation arc decomposes the claim, fans out multiple searches, then reconciles candidates into a ranked report — closer to how a senior associate actually works.
04.🧠Reusable plans + workspace skills
beforeEvery matter started from a blank prompt even when the firm had run the exact same workflow dozens of times.
afterApproved plans get saved as one-click reusable skills — §103 traversals, FTO opinions, IPR petitions, claim-chart builders — each callable from the chat composer.
05.🔍Deep research mode
beforeInvestigating a single patent meant copying the number into search, then chasing related publications and family members manually.
afterAuto-enrichment from any patent number — family, history, foreign equivalents, cited art — surfaced as part of the research turn, not as a separate lookup.
06.⚡Faster patent text retrieval
beforeFull-text searches across the patent corpus took multiple seconds per query, slowing the agent's tool loop.
afterSearch 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.
07.🏛️Faster Federal Circuit case retrieval
beforePulling on-point CAFC opinions for a brief took the same multi-second hit as patent search.
afterOpinions moved to a dedicated retrieval index with verified relevance ranking — find the closest-on-point precedent in well under a second.
08.🗂️Cross-matter reference store
beforeNotes, drafts, and citations lived in separate stores so a reference saved on one matter couldn't be reused on another.
afterUnified reference layer across every workspace artifact — anything you cite once is reusable on every matter you touch.
09.🎨UI polish across the workspace
beforeCustom cursor and theme states drifted between modules — light-mode broke in a few places, the topbar carried an unwanted seam, motion was inconsistent.
afterDesign system aligned across the agentic workspace — same cursor, same theme tokens, same animation feel everywhere.
10.🛡️Hardened production sign-in
beforeDev-only auth shortcuts could theoretically reach a production build, and environment promotion lacked a documented checklist.
afterProduction-build gate plus a setup doc that locks the path from development to live deployment.
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Last updated: June 14, 2026