Digital twins for every function
Agentic AI clones that learn from how your people work
All Teams
Digital twins for every team
Key Features
- Organizational memory accessible to all departments
- Decision rationale preserved across tools
- Seamless integration with existing workflows
Benefits
- Institutional intelligence that compounds
- Improve cross-team continuity
Digital twins learn from how your people work. When they leave, scale, or sleep, their twins stay.
Sales
Digital twins that remember every deal
Key Features
- Full deal memory across interactions
- Customer context and relationship history
- Pricing decision rationale preserved
Benefits
- Increase win rates with full context
- Reduce ramp time for new reps
The twin remembers every customer interaction, pricing decision, and negotiation rationale. Full context for every conversation.
Marketing
Digital twins that preserve campaign context
Key Features
- Campaign history and creative decisions
- Performance insights and learnings
- Brand rationale and guidelines context
Benefits
- New campaigns build on past learnings
- Brand consistency maintained automatically
The twin remembers every campaign decision, creative rationale, and performance insight. Full context for every new brief.
Support
Digital twins that remember every fix
Key Features
- Resolution memory across tickets
- Customer interaction history
- Fix rationale and escalation paths
Benefits
- Faster resolution with full context
- First-contact resolution improves
The twin remembers every fix, workaround, and resolution path. Full context for every new ticket.
Operations
Digital twins that understand real workflows
Key Features
- Process memory and SOP context
- Vendor interaction history
- Compliance decision rationale
Benefits
- Process knowledge compounds over time
- Compliance rationale always accessible
The twin remembers every SOP, compliance decision, and approval workflow. Full context for every operational question.
People & HR
Digital twins that know policy history and intent
Key Features
- Policy decision memory
- Benefits change rationale
- Employee interaction context
Benefits
- Policy intent preserved over time
- Consistent employee answers
The twin remembers every policy decision, benefits change, and the rationale behind them. Full context for every employee question.
See Lore in Action
See how Lore constructs decision rationale and lineage - tracing every choice back to its source and forward to its impact.
Pricing decisions with full rationale.
Deal history, pricing decisions, and competitor intel - all connected.
Trace the complete decision lineage: from initial pricing to discount approvals to renewal terms.
"I'm about to meet with Acme Corp. What's our pricing history with them, and what was the rationale behind the discount decisions?"
Complete pricing decision lineage for Acme Corp:
Original: $85K ARR, 10% discount. Rationale: Strategic enterprise account, high growth potential. Approved by VP Sales.
Renewal: $120K ARR, 15% discount. Rationale: Account expanded 3x, strong relationship. Discount matched competitor offer.
Expansion: 200 seats, $8K/month, 20% discount. Rationale: Strategic account, competitive pressure. Approved by VP Sales.
Campaign decisions with full rationale.
Performance data, creative decisions, and audience insights - unified.
Trace the complete decision lineage: from strategy to creative choices to performance to learnings.
"How did our Q3 brand campaign perform? I need the decision rationale and lineage behind our creative choices."
Complete Q3 brand campaign decision lineage:
Decision: 60% video, 40% static. Rationale: Q2 video tests showed promise. Approved by CMO.
Mid-campaign pivot: Shift to 70% video. Rationale: Video ads showed 2.3x higher engagement in A/B test.
Results: $450K spend, 3.2x ROAS. Top performer: LinkedIn video (4.8x ROAS). Learnings: Video resonated 3x more with target audience.
Technical decisions with full lineage.
Architecture choices, bug fixes, and system design - all traceable.
Trace the complete decision lineage: from problem statement to rationale to implementation to impact.
"Why did we choose GraphQL over REST? I need the decision rationale and how it's performed since launch."
Complete decision lineage for GraphQL adoption:
Issue: Mobile app performance degraded. REST over-fetching increased API response times 300% for complex queries.
Decision: GraphQL over REST. Rationale: Reduces over-fetching 60%, better mobile support, simpler versioning. Approved by CTO Jul 15.
Results: Mobile app load time reduced 45%. API error rate dropped 20%. POC showed 40% payload reduction, benchmarks 2.3x faster than REST.
Every decision with complete rationale.
From PRDs to meetings, stitch the full story together.
Trace the complete decision lineage: from data analysis to stakeholder input to final choice to customer impact.
"Why did we remove the bulk export feature? I'm getting customer questions and need the decision rationale and lineage."
Complete decision lineage for bulk export removal:
Data: <0.5% usage, 3 support tickets/month, 8 hours/week maintenance. Rationale for removal: Low ROI, high maintenance cost.
Decision: Remove feature. Team voted 8–2. Rationale: Engineering time better spent on high-impact features. Migration plan approved.
Removed Sep 15. Zero complaints. 3 enterprise customers migrated successfully. Engineering time freed: 8 hours/week. Decision validated.
Design rationale preserved.
User research, design system decisions, and accessibility choices - all linked.
Understand the why behind every design decision and its user impact.
"Why did we change the primary button style from rounded to square? I'm updating the design system and need the context."
Here's the rationale behind the button style change:
Change: Square buttons (4px radius) replace rounded (12px). Rationale: Better alignment with accessibility guidelines, clearer focus states.
A/B test: Square buttons showed 12% higher click-through. Users found them more "clickable" and professional.
Updated component library. Accessibility: WCAG 2.1 AA compliant. Contrast ratio: 4.8:1 for primary actions.
Get answers instantly.
Documents, decisions, and context - instantly connected.
Find the exact documents, discussions, and decisions behind any topic.
"I need to understand our Q4 marketing strategy. Can someone point me to the relevant documents and any discussions about it?"
Here's what you need for Q4 marketing:
Complete strategy document with budget allocation, last updated by Sarah 3 days ago
Detailed discussion about channel mix and campaign priorities, includes recording
Sarah's note: "We shifted focus from paid ads to content marketing for better ROI..."
Executive-ready context in minutes.
Root cause, impact, resolution, prevention - all in one place.
Summaries tie RCA, impact, and fixes - sourced across tools.
"Can someone give me a quick summary of what caused the API performance issues last week? Need context for the exec update."
Executive summary of the API incident:
Root cause: Database connection pool exhaustion due to configuration change. Resolved in 47 minutes.
API latency increased 300%, affecting 12K requests. Zero data loss. 3 customer complaints escalated.
Hotfix increased pool size. Added alerts for saturation. Postmortem scheduled for Thursday.