- Founder, K3 Labs
- Lead author, algebraic-accounting research program (see /research)
- Production deployment lead, ARC Gaming & Technologies (see /customers/arc)
Rafi Seddiqi founded K3 Labs to build a unified data layer for every business app — the Single Data Backbone — and the Weaver platform on top of it. He leads research on algebraic accounting and the production deployment of that work at customers like ARC.
His written work on weaver.work covers the Single Data Backbone, ERP and CRM unification, expense fraud detection, agentic outbound pipelines, and the algebraic accounting research program that underpins Weaver Financial Ops. The papers are linked under /research and the production case study at ARC Gaming & Technologies is documented under /customers/arc.
Areas of expertise
- Single Data Backbone
- Unified business platform
- ERP replacement
- CRM failure diagnostic
- Algebraic accounting
- AI expense management
- Expense fraud detection
- Agentic outbound pipelines
- Growth Engine
- AI with human control
Selected work
21 attributed pages on weaver.work.
Long-form essays
What Is the Single Data Backbone? | Weaver
A plain-language explanation of the Single Data Backbone — the architectural peer to Databricks and Snowflake that ships with native business apps already built on top.
/blog/what-is-single-data-backbonePublished Updated
How to Eliminate Data Silos for Good | Weaver
Data silos are the side effect of stitched-together SaaS stacks. Here is how to escape them with one data layer that every business app reads and writes.
/blog/eliminate-data-silosPublished Updated
ERP vs CRM vs Both: Why the Choice Was Always Wrong | Weaver
Do you need a separate ERP and CRM, a single-vendor suite, or a unified platform on one data layer? A decision framework grounded in research from Inmon, Halevy, Reinartz, the Standish CHAOS reports, and the Databricks lakehouse paper.
/blog/erp-vs-crm-vs-bothPublished Updated
State of Outbound Agentic Pipelines (2026) | Weaver
B2B cold-outbound benchmarks from 187M tracked emails, Gmail’s 0.30% spam-rate ceiling, NIST and Anthropic research on agentic failure modes, and a measurement contract for evaluating AI SDRs and the Weaver Growth Engine.
/blog/state-of-outbound-agentic-2026Published Updated
Business Intelligence on a Single Data Backbone | Weaver
BI tools inherit the wrongness of their source warehouse. Why every classical BI stack is a 3-hop pipeline (operational DB → warehouse → BI tool), how the lakehouse closed two of those hops, and what a single data backbone collapses next.
/blog/business-intelligence-on-sdbPublished Updated
Product pages
CRM Graveyard — Free 5-Min Diagnostic for Failed Salesforce, HubSpot, Dynamics & Zoho Rollouts | Weaver
Failed CRM rollout? Take the 5-minute Weaver diagnostic — AI-guided, PDF Resurrection Report included. For stalled Salesforce, HubSpot, Dynamics, or Zoho deployments.
/crm-graveyardPublished Updated
The Single Data Backbone | Weaver Platform
One platform, one truth. ERP, CRM, expense management, projects, and analytics — all built on Weaver's real-time Single Data Backbone. No silos, no integrations, no sync delays.
/platformPublished Updated
Single Data Backbone — Enterprise Data Infrastructure | Weaver
Enterprise-grade data infrastructure that powers every Weaver app. Sub-second queries, ACID compliance, real-time, audit-ready. The architectural peer to Databricks and Snowflake — with native business apps included.
/platform/single-data-backbonePublished Updated
Native Business Apps — Strategy + Operations on One Backbone | Weaver
Six native business apps split between Strategy (Metric Tree, Business Intelligence, Growth Engine) and Operations (Project Management, Financial Ops, Sales Operations) — all on the Single Data Backbone. Build your own too.
/appsPublished Updated
ERP — Real-Time Financial Operations on the Single Data Backbone | Weaver
Complete financial operations: GL, AP/AR, financial reporting, multi-entity, multi-currency. Built natively on Weaver's Single Data Backbone — no separate license, no 18-month implementation, no add-ons.
/apps/erpPublished Updated
CRM — Sales Pipeline Wired to Your Financials | Weaver
Customer relationships, sales pipeline, and revenue recognition on the Single Data Backbone. When a deal closes, the invoice writes itself. The CRM that doesn't live in a silo.
/apps/crmPublished Updated
Projects — Work Management with Real-Time Project Financials | Weaver
Project management with Shape Up methodology, resource tracking, and project financials wired directly to ERP. Hours and budgets in real time — no spreadsheet exports, no reconciliation.
/apps/projectsPublished Updated
QuickExpense — AI Expense Management with Policy + Fraud Controls | Weaver
Submit expenses by text or photo. AI extracts, categorizes, and policy-checks every entry in seconds. Real-time fraud detection. Auto-posts to ERP. The agentic alternative to Expensify, Ramp, and SAP Concur — with human-in-the-loop control.
/apps/quickexpensePublished Updated
Growth Engine — Autonomous Marketing Agent on the Single Data Backbone | Weaver
Growth Engine is a deep marketing agent: Missions build target databases with compliant enrichment from Google Places and Placer.ai, Playbooks turn your marketing knowledge into typed agent skills, and HIL execution runs continuous loops with human approval before every email send.
/apps/growth-enginePublished Updated
Build Your Own Apps on the Single Data Backbone | Weaver
Use Weaver's SDK and one API to build custom apps and workflows on the same data layer that powers ERP, CRM, Projects, and QuickExpense. The platform is not limited to six apps.
/build-your-ownPublished Updated
AI for Accounting Firms — Close Books in Half the Time | Weaver
Process documents, automate journal entries, and serve more clients per accountant — without ripping out QuickBooks, Xero, or Sage. AI agents under your firm's policy, every action logged.
/accounting-firmsPublished Updated
Comparisons
Weaver vs Salesforce + QuickBooks — One Platform Instead of Two Systems That Don’t Reconcile
Running Salesforce for CRM and QuickBooks for the books? The deal your reps close never matches the revenue your controller books. Weaver replaces both with CRM and finance on one data backbone — sales and finance read the same record.
/compare/weaver-vs-salesforce-quickbooksPublished
Weaver vs QuickBooks — Turn QuickBooks Into a Full ERP
Keep the QuickBooks ledger your accountant loves. Add CRM, projects, inventory, BI, and AI agents on one data backbone. No rip-and-replace migration.
/compare/weaver-vs-quickbooksPublished Updated
Weaver vs Databricks + Salesforce — Data Platform with Apps Built In
What if your data platform came with native business apps? Weaver collapses Databricks + Salesforce + ERP + integration plumbing into one platform on a single real-time data backbone.
/compare/weaver-vs-databricks-salesforcePublished Updated