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| Secrets & Security Infrastructure | Doppler secrets management, deploy.sh rewrite, Pydantic Settings secrets_dir, gitleaks pre-commit hook, security documentation. |
| Case Theory Engine | Organize facts into claims and issues, build structured case outlines, and let AI score argument strength, spot gaps, and surface counter-arguments. |
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| Implement Living Docs | Adopt the four-tier living-docs architecture in the Intactus repo: bootstrap docs/{specs,changes}/, write mainline specs for top 3-5 capabilities, structure /docs/ via Diátaxis, mandate "write user docs" final task on every change. |
| Evidence Organization | Tags, auto-classification, and filtering to organize evidence within cases beyond a flat list. |
| Pipeline Transparency | Visualize AI pipeline stages and source attribution so attorneys can see how the AI reached its conclusions. |
| Adversarial Case Analysis | Devil's advocate red team — AI builds opposing counsel's best case against your evidence, surfaces gaps, contradictions, and counter-arguments. |
| Public Hash Verification Tool | Free, public evidence verification page — opposing counsel enters a hash to confirm evidence integrity. Viral acquisition channel with tiny engineering lift. |
| Cinematic Onboarding | Premium, cinematic first-run experience that guides attorneys from signup to first magic moment (upload evidence → see timeline) in under 5 minutes. |
| Markdown Workflow Templates | Lightweight markdown-based workflow system — learned from attorney behavior + explicitly authored. Inspired by AI harness patterns (agents.md, soul.md, memory.md). |
| Legal Extraction Eval Harness | |
| Agent-Native Access Control | Unblock agent principals: surrogate PK on case_participants, principal helpers, route auth widening, two-layer auth with scopes, agent CRUD endpoints. |
| Per-Firm S3 Buckets | Per-firm S3 bucket isolation: migration, model columns, auth principal firm_slug, wiring through evidence/manifest/celery/users, integration tests. |
| Test Fixtures & Seed Data | Harassment case fixture set: authored evidence files, case.json with expected outputs, multi-case seed pipeline support. |
| Knowledge Graph Query Interface | Cypher-style query interface for direct knowledge graph exploration — power-user access to entity and relationship data. |
| Interactive Timeline | A visual, zoomable timeline of case events with swimlane views by person, source type, or classification. Filter, pan, and export. |
| Evidence Capture Pipelines | Ingest text messages, emails, and web pages directly. Import from iMessage, Gmail, WhatsApp, and more — with full forensic preservation. |
| Attorney-Directed Analysis | AI-powered synthesis, comparison, and pattern detection across case evidence — guided by attorney judgment. |
| Native Mobile Apps | iOS and Android apps — mobile chat, voice queries, evidence capture with chain of custody, audio transcription, cross-device sync. |
| Advanced Intelligence | Multi-hop queries, contradiction detection, and network visualization across case evidence and entity relationships. |
| Product Showcase Vignettes | Two interactive product vignettes (evidence browser + AI analysis) between hero and features section, rendered with demo data in forensic "exhibit" frames on a dark cinema interlude. |
| Disaster Recovery | Cross-region replication, point-in-time recovery, and automated failover for production resilience. |
| Rich Media Review | Transcript-linked audio/video playback, clip extraction, and synchronized evidence review for multimedia files. |
| Cross-Case Agent Learning | Pattern recognition across matters — agents learn from resolved cases to improve analysis on new ones. |
| Prompt & Template System | Saved instruction templates per case type with firm-wide sharing. Foundation for enrichment and query customization. |
| Bates Numbering & Exhibit Stamps | Automated Bates numbering, exhibit stamps, and filing-ready formatting for court submissions. |
| SOC 2 Type II Certification | SOC 2 Type II audit preparation, control implementation, and certification — enterprise compliance for legal data handling. |
| Self-Service Multi-Firm Onboarding | Self-service firm signup, provisioning, and configuration — scaling beyond the single design partner to multiple firms. |
| Practice-Area Agent Modules | Case-type-specific AI configuration profiles for DV, stalking, custody, and other practice areas. |
| Case Actions & Task Management | Attorney task lists, deadlines, and action items tied to cases — structured workflow management within the evidence platform. |
| Agent Dashboard & Cost Controls v2 | Agent performance monitoring, value comparison analytics, client-facing export, and approval gates for expensive operations. |
| Advanced Reports | Entity dossiers, case briefs, deposition prep kits, and other report types beyond the core set. |
| Collaboration & Advanced Search | Saved searches, alert subscriptions, relationship traversal queries, and guest access for co-counsel. |
| Advanced Evidence Capture | Automated web monitoring, audio/video transcription, and screen recording capture with forensic preservation. |
| Deposition Transcript Management | Upload, view, and cite deposition transcripts. Designate passages, link to case facts, and export for filing. |
| Multi-Agent Case Teams | Specialized AI agents for intake, research, drafting, and client communication — each with role-appropriate access and firm-level instruction profiles. |
| Agent Infrastructure | API keys, agent sessions, and automation rules — the foundation for AI agents that work alongside attorneys on cases. |
| Agentic Retrieval Engine | Smart evidence retrieval that reasons about what to search for, which models to use, and how to combine results. |
| Chat with My Case | Natural language queries over case evidence, grounded in the knowledge graph. Attorney and client modes. |
| Production Hardening & AWS Migration | Enterprise-grade infrastructure: AWS Bedrock for LLM calls, encrypted storage with customer-managed keys, and database performance tuning. |
| AI Cost Management & Billing | Per-case and per-firm AI cost tracking with monthly caps. Attorney management, firm settings, and Stripe billing integration. |
| Court-Ready Reports & Exports | Generate court-ready PDFs, narrative analyses, attorney documents, and evidence packages with hash verification. |
| Client Portal | A secure space for clients to upload evidence, log incidents, and message their attorney — accessible via magic link with no app to install. |
| Platform Infrastructure | Job approval gates, webhook delivery, PII redaction, and cost controls — infrastructure that makes the platform production-ready. |
