SortSpoke
SortSpoke is a Toronto-based AI software company that provides an intelligent document processing platform combining ML and a proprietary Insurance Document LLM to automate extraction and triage of unstructured insurance documents for P&C carriers, MGAs, and BPOs.
- Company typePrivate
- Founded2017
- HeadquartersToronto, Canada
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What SortSpoke does
SortSpoke is a Toronto-based AI software company, operating through its legal entity Mocsy Inc., that builds an intelligent document processing (IDP) platform specifically designed for insurance underwriting workflows. The platform combines traditional machine learning with a proprietary Insurance Document LLM in a Human-in-the-Loop architecture that processes complex, unstructured insurance documents (ACORD forms, loss runs, statements of value, broker emails, FNOLs) and outputs normalized structured data suitable for downstream policy administration systems such as Guidewire and Duck Creek. Core products include the Intelligent Document Processing Platform, the Insurance Document LLM, Submission Triage (TriageAI), Data Enrichment & Pre-Fill, and document-specific extractors for ACORD forms and loss runs.
The company's primary customers are Property & Casualty insurance carriers, Managing General Agents (MGAs), and Business Process Outsourcers (BPOs) serving insurance clients. Named enterprise customers include Great American Insurance (GAIG), RGA, Sompo, CannGen, SCM Insurance Services, TAI, and Teranet, with the company claiming 25+ carrier and MGA relationships. SortSpoke claims its platform enables underwriters to scale from 10 to 50 submissions per day (5X throughput) with 100% accuracy and a 50% increase in underwriting capacity without additional hiring.
The business model is enterprise SaaS subscription with annual billing, quote-based pricing, and a sales-led motion targeting insurance buyers through direct field sales, demo-driven conversion, and channel partnerships with UiPath, Pega, and Sapiens. The platform is deployed on AWS with SOC 2 Type 2 and HIPAA compliance, and the company is privately held following a $4.5M seed round in June 2022 led by IDEA Fund Partners and SixThirty Ventures with participation from a Fortune 500 insurance carrier.
SortSpoke firmographics
Firmographics- Name
- SortSpoke
- Legal name
- Mocsy Inc.
- Website
- https://sortspoke.com
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- SortSpoke is a Toronto-based AI software company that provides an intelligent document processing platform combining ML and a proprietary Insurance Document LLM to automate extraction and triage of unstructured insurance documents for P&C carriers, MGAs, and BPOs.
- Ownership category
- akta.pro rank
SortSpoke industry classification
Industry- Product category
- Insurance Document Processing Software
- NAICS
- Software Publishers (5132), Claims Adjusting (524291)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- Document, Workflow & Policy Servicing Automation (RPA/No-Code) (FSAGAGAK)
- akta.pro secondary industries
- Intelligent Document Processing (IDP) & OCR Automation (HDAEAHAC), OCR, ICR & Intelligent Document Processing (IDP) (BPAAAKAB), Claims Management & Digital FNOL Platforms (FSAGAGAC)
Keywords
Where SortSpoke is headquartered
LocationHeadquarters
- HQ city
- Toronto
- HQ country
- Canada
- HQ region
- North America
Offices1 record
Markets served
SortSpoke business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Platform Subscription: Subscription-based pricing model for the SortSpoke intelligent document processing platform. Customers pay for access to the platform including submission triage, data extraction, and human-in-the-loop AI capabilities.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise subscription pricing - custom quote based |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels5 records
SortSpoke product offering
Product offeringCore offering
SortSpoke provides an AI-powered intelligent document processing platform purpose-built for the insurance industry. The platform combines proprietary machine learning with large language models (ML + LLMs) and a human-in-the-loop architecture to extract structured data from unstructured insurance documents such as ACORD forms, loss runs, statements of values, broker submissions, and FNOL packets. It also includes submission triage and data enrichment capabilities, and is sold as a SaaS subscription to P&C carriers, managing general agents (MGAs), and insurance-focused BPOs.
Product overview
SortSpoke is an AI-powered intelligent document processing (IDP) platform built specifically for insurance underwriting. The platform combines ML + LLMs in a Human-in-the-Loop AI architecture designed to augment underwriters rather than replace them. The core platform consists of the Intelligent Document Processing Platform, Insurance Document LLM, Submission Triage, and Data Enrichment & Pre-Fill modules. Document-specific capabilities include ACORD Forms Extraction and Loss Runs Extraction. The company also offers free tools (Underwriting Efficiency Calculator, Insurance Policy Extractor) and a Submission Health Check consulting service. SortSpoke processes documents across four stages: intake (multi-channel), classification, extraction, and routing—delivering structured outputs compatible with downstream policy administration systems like Guidewire and Duck Creek.
Differentiator
Problem solved
Functional benefit
Products and services
- Intelligent Document Processing Platform Core SaaS platform that uses machine learning and large language models with human-in-the-loop validation to extract structured data from complex, unstructured insurance documents such as ACORD forms, loss runs, SOVs, broker submissions, and FNOL packets. Designed for insurance underwriters at P&C carriers, MGAs, and BPOs.
- Insurance Document LLM Proprietary large language model purpose-built for insurance documents, combining ML with LLMs to process complex insurance documents while keeping underwriters in control through explainable AI outputs.
- Submission Triage AI-powered triage system that prioritizes high-potential, on-risk submissions first, filters out-of-appetite work, and routes submissions to the appropriate underwriters based on workload and fit. Helps insurance teams work on the right submissions first.
- Submission Health Check Diagnostic service that processes real submissions using SortSpoke's AI-driven triage and data extraction to identify bottlenecks and improvement opportunities in the submission intake process. Delivered in three steps (interview, data sharing, sample submissions) and produces actionable insights.
Quantifiable outcome
- 5X faster submission processing (10→50 per underwriter per day)
- +5 more outcomes
Companies that use SortSpoke
Customer profileNamed customers7 records
Segments3 records
Ideal customer profiles3 records
SortSpoke technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability8 records
Feature5 records
SortSpoke partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered flagship and partner.
- SapiensflagshipSortSpoke Partners with Sapiens for AI-Powered Document Processing. Integration enables SortSpoke's document processing capabilities to work within the Sapiens insurance platform ecosystem.
- UiPathpartnerTechnology integration partnership. UiPath logo appears on SortSpoke's partner logos section, indicating integration with the UiPath automation platform.
- PegapartnerTechnology integration partnership. Pega logo appears on SortSpoke's partner logos section, indicating integration with Pega's workflow automation platform.
- BDOpartnerProfessional services partner. BDO logo appears on SortSpoke's partner logos section, indicating advisory or consulting relationship.
- Burnie GrouppartnerProfessional services partner. Burnie Group logo appears on SortSpoke's partner logos section, indicating consulting/advisory relationship.
Scale indicators5 records
Recent moves5 records
Expansion highlights5 records
SortSpoke competitors and assessment
Company assessmentEmerging players
- Planck: AI data platform for commercial insurance underwriting. Overlaps with SortSpoke in automating commercial underwriting workflows, though Planck focuses more on risk data aggregation than document extraction.
- Sixfold: AI underwriting platform for commercial insurers that ingests submission data and recommends risk appetite matches. Comparable in submission triage and underwriting workflow automation for MGAs and carriers.
- V7 (V7 Labs): AI document processing platform with human-in-the-loop capabilities used across insurance, legal, and financial services. Comparable in technology approach (HITL + vision models) though with broader vertical focus.
Broad incumbents
- ABBYY: Established intelligent document processing vendor with broad enterprise reach. Comparable as a direct competitor in OCR/IDP, but operates as a horizontal platform rather than insurance-specialized like SortSpoke.
- Shift Technology: AI-native insurtech with deep carrier relationships, primarily in claims and fraud detection. Adjacent competitor in insurance AI automation with substantially more capital and enterprise footprint.
- UiPath: Enterprise RPA and document automation incumbent. Both a SortSpoke integration partner and a competitive threat, as UiPath's Document Understanding product targets similar insurance document workflows.
- Microsoft (Azure AI Document Intelligence): Hyperscaler document AI offering used by many enterprise customers. Represents the commoditization risk: as foundation models improve, carriers may consolidate to a single hyperscaler rather than buy vertical tooling.
Direct peers
- Hyperscience: AI-powered document processing platform targeting enterprise workflows including insurance. Closely comparable in technology stack (ML + humans-in-the-loop) and enterprise GTM motion.
- Indico Data: Intelligent document processing vendor specializing in insurance and financial services. Direct competitor with similar submission ingestion and unstructured document automation use cases for carriers and MGAs.
- Roots Automation: AI-powered document and claims automation focused on insurance. Comparable in target vertical (carriers/MGAs) and document-heavy workflows, with similar AI + human-in-the-loop approach.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
SortSpoke social profiles
Digital presenceSortSpoke compliance and trust
Trust signalCompliance2 records
SortSpoke financial estimates
Financial estimateRevenue estimate
Valuation estimate
SortSpoke leadership team
Management profileNumber of profiles
Profiles1 record
SortSpoke funding detail
Funding detailFunding overview
Funding rounds6 records
Investors10 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
SortSpoke M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about SortSpoke
What does SortSpoke do?
SortSpoke provides an AI-powered intelligent document processing platform purpose-built for the insurance industry. The platform combines proprietary machine learning with large language models (ML + LLMs) and a human-in-the-loop architecture to extract structured data from unstructured insurance documents such as ACORD forms, loss runs, statements of values, broker submissions, and FNOL packets. It also includes submission triage and data enrichment capabilities, and is sold as a SaaS subscription to P&C carriers, managing general agents (MGAs), and insurance-focused BPOs.
Is SortSpoke a public or private company?
SortSpoke is a private company. It is classified as venture growth investor backed and is currently operating.
When was SortSpoke founded?
SortSpoke was founded in 2017. It employs 11 to 50 people.
Where is SortSpoke based?
SortSpoke is headquartered in Toronto, Canada, in the North America region.
How does SortSpoke make money?
One revenue line is on record: saaS Platform Subscription.
Who are SortSpoke's main competitors?
Emerging players on record are Planck, Sixfold and V7 (V7 Labs). Broad incumbents are ABBYY, Shift Technology, UiPath and Microsoft (Azure AI Document Intelligence). Direct peers are Hyperscience, Indico Data and Roots Automation.
Does SortSpoke have an API?
No public API is recorded for SortSpoke.
What industry is SortSpoke in?
SortSpoke's product category is Insurance Document Processing Software. Its primary akta.pro industry code is FSAGAGAK, Document, Workflow & Policy Servicing Automation (RPA/No-Code), with a secondary code of HDAEAHAC, Intelligent Document Processing (IDP) & OCR Automation. Its NAICS code is 5132 and its SIC code is 7370.