AI-Native · Submission to Bind · Specialty Insurance

AI-Native Underwriting Workbench for Specialty Insurance

For specialty MGAs and underwriting teams that need to move from submission to bind faster. Document-first intake. Staged underwriting workflow. Configurable product rules. AI prepares the work. Humans make the decisions.

Explore Capabilities
workbench.context.ai/workspace
Summarise the key risk exposures for Meridian Property Holdings and flag any authority triggers before I quote.
3 risk factors identified for Meridian Property Holdings, Commercial Property Portfolio:
  • Flood Zone A exposure: 2 of 5 locations in FEMA Zone A. Requires senior authority sign-off per authority grid
  • TIV exceeds $50M threshold: Total insured value of $67.2M triggers Lead Underwriter referral
  • Prior loss history: $2.1M water damage claim in 2024. Recommend increased deductible
Submission Pack: SOV.xlsx §LocationsAuthority Grid v3.2 §PropertyLoss Runs 2021-2025.pdf §Summary
Watch demo →Product demo coming soon
AI-Native Underwriting
AI at every step: triage, analysis, pricing. Not bolted on
Submission to Bind
One workspace from triage through quote, referral, and bind
Product Studio
Configure products, rules, authority, and pricing. No code
<4 hrs
Submission-to-quote time for clean risks
80%+
Fields auto-extracted from uploaded documents
100%
Authority grid enforcement on every quote
Zero
Undocumented rule changes with Product Studio versioning

Designed for specialty insurance · MGAs · Reinsurance · Lloyd's syndicates · Program administrators

01 / Submission Workflow

Submission to bind. One workspace. Zero handoffs.

Submissions can begin from messages and documents, not only forms. Every submission flows through a single, staged workspace. Intake, triage, analysis, quote, referral, and bind are explicit workflow steps. From the moment a broker email lands to the bound policy confirmation, your underwriters never leave the platform.

  • Automated triage with AI extraction, appetite checks, and priority scoring
  • Continuous workspace through risk analysis, quoting, referral, and bind
  • Authority grid enforcement and referral escalation built into every decision point
  • Subjectivities tracking, document readiness checks, and binder generation
Complete submission-to-bind lifecycle in one platform
Submissions Queue7 Active
TriageAnalysisQuoteReferralBind
Meridian Property HoldingsQuoting
Apex Manufacturing LtdAnalysis
Pacific Marine Cargo IncReferral
Sterling Professional ServicesTriage
Beacon Healthcare GroupBound

02 / Command Center

Your entire portfolio. One dashboard. Real-time.

See pipeline premium, conversion rates, team capacity, and AI-prioritised alerts at a glance. The Command Center gives underwriting leaders visibility across every active submission, every open referral, and every pending bind.

  • Portfolio KPIs: pipeline premium, active submissions, conversion rates, team load
  • AI-prioritised submission queue with smart routing and capacity balancing
  • Real-time alerts for SLA breaches, authority triggers, and system events
Complete operational visibility in real time
Command CenterLive
$12.4M
Pipeline Premium
34
Active Submissions
68%
Conversion Rate
2.1d
Avg Turnaround
⚠ 2 referrals pending > 24h · 1 SLA at risk

03 / Document Intelligence

Every document extracted, classified, and mapped automatically.

Upload a submission pack and watch AI extract structured data from SOVs, loss runs, applications, and endorsements. Three-pane document analysis with confidence scoring, field mapping, and direct integration with Context DMS.

  • AI extraction from PDFs, spreadsheets, and scanned documents with confidence scores
  • Automatic classification by document type, coverage line, and risk attributes
  • Message Centre auto-links broker emails, attachments, and threads to submissions
94% average extraction confidence across tested document types
Document AnalysisAI Extraction
Extracted Fields
Named Insured: Meridian Property Holdings
Total TIV: $67,200,000
Locations: 5 sites
Effective: 01/04/2026
Confidence
Named Insured98%
Total TIV94%
Locations91%
Effective Date97%
4 documents classified · SOV · Application · Loss Runs · Broker Slip

04 / AI-Native Intelligence

AI does the work. Humans make the decisions.

Context Workbench is AI-native from the ground up. AI handles data entry, classification, routing, and document generation. It drafts risk briefs, flags exposures, benchmarks comparable risks, and prepares referral packages. Humans review, approve, and handle exceptions. Conversation over configuration, not dropdown cascades.

workbench.context.ai/workspace/risk-analysis
Compare this submission against our last 10 bound commercial property risks in the $50M-$100M TIV range. How does the rate per million compare?
Benchmark analysis complete. Meridian Property Holdings vs. 10 comparable bound risks:
  • Rate/Million: Proposed $3,850 vs. portfolio average $4,120 (6.5% below book average)
  • Loss ratio context: Similar COPE profiles averaged 42% loss ratio over 3 years
  • Recommendation: Rate within acceptable band per pricing controls. Deductible increase advisable given flood exposure
Pricing Controls v2.1 §Rate BandsPortfolio Analytics: Bound Book 2024-25

AI Risk Briefs

AI generates structured risk summaries from submission documents. Exposure analysis, COPE assessment, loss history: synthesised in seconds, not hours.

Comparable Risk Benchmarking

Automatically benchmark submissions against your bound book. Rate per million, loss ratios, and portfolio positioning, all surfaced before you price.

Authority & Referral Intelligence

AI pre-screens every quote against the authority grid. Referral triggers are flagged before submission, with auto-generated referral briefs and decision packages.

Auto-Triage & Classification

Submissions are automatically scored for priority, checked against appetite rules, and routed to the right underwriter. No manual sorting.

Pricing Assistance

AI surfaces rate adequacy signals, floor/ceiling guardrails from Product Studio, and multi-option quote generation. Override governance built in.

AI Workflow Builder

Describe workflows in natural language and AI generates structured rules, triggers, and configurations. Build underwriting logic without writing code.

Bring Your Own LLM

Your submission data never leaves your security boundary. Context Workbench lets you connect your own language model: an Azure OpenAI deployment, a self-hosted model behind your firewall, or any API-compatible provider.

  • Connect your own Azure OpenAI, AWS Bedrock, or self-hosted models
  • Configure different models per workspace or product line
  • Switch reasoning strategies without re-ingesting data
  • Full data sovereignty. Your data, your models, your rules

AI Model Configuration

Azure OpenAI: GPT-4o● Active
Claude 3.5 Sonnet (Anthropic)Available
Self-hosted Llama 3 (on-premise)Available
AWS Bedrock: ClaudeAvailable

Any OpenAI-compatible API supported

05 / Product Studio

Configure your products, rules, and authority. No code required.

Product Studio is where underwriting leadership defines how the business operates. Eligibility rules, coverage modules, pricing guardrails, authority grids, subjectivities, and document requirements. All versioned, audited, and enforced automatically.

  • Eligibility and appetite rules with auto-decline criteria and overlay inheritance
  • Coverage modules, sublimits, and dependencies, fully configurable per product
  • Authority grids with per-underwriter limits, referral thresholds, and approval chains
  • Full version control with diff view, simulation, approval audit, and rollback
Every rule versioned, audited, and enforced automatically

Commercial Property: Appetite Rules

Max TIV per location: $200MLimit
Excluded: FEMA Zone V, Earthquake Zone 4Decline
Min years in business: 3Eligibility
Loss ratio > 65% triggers referralReferral
Frame construction > $10M requires surveyCondition
v3.2 · Published 2026-02-15 · 47 rules active

06 / Integrations & Agentic Access

Rating engines. PAS. DMS. Webhooks. All connected.

Context Workbench integrates with your existing systems: rating engines, policy administration, document management, and broker platforms. Every capability available in the UI is available programmatically via REST API.

terminal
CLI
$ context-wb submissions list \
    --status active --sort priority
34 submissions found

$ context-wb workspace open MRD-2026-001 \
    --view risk-analysis
Opening workspace...

$ context-wb quote generate MRD-2026-001 \
    --options 3 --apply-pricing-controls
Generating 3 quote options... done
✓ All options within authority limits
curl
REST API
curl -X POST https://api.workbench.context.ai/v1/triage \
  -H "Authorization: Bearer $TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "submission_id": "MRD-2026-001",
    "run_appetite_check": true,
    "extract_documents": true,
    "assign_priority": true
  }'

# Response: 200 OK
# { "status": "triaged", "priority": "high",
#   "appetite": "within_appetite" }
integrations.json
Webhooks
{
  "integrations": [
    {
      "name": "Rating Engine",
      "type": "api",
      "status": "connected",
      "sync": "real-time"
    },
    {
      "name": "Policy Admin System",
      "type": "api",
      "status": "connected",
      "sync": "on-bind"
    },
    {
      "name": "Context DMS",
      "type": "native",
      "status": "connected",
      "sync": "real-time"
    },
    {
      "name": "Broker Portal",
      "type": "webhook",
      "events": ["submission", "quote", "bind"]
    }
  ]
}

Rating Engine Integration

Connect your rating engine for real-time premium calculation. Multi-option quotes generated and validated against pricing controls automatically.

PAS Handoff

On bind, policy data syncs to your policy administration system. Binder documents generated, reference numbers assigned, handoff verified.

Context DMS Native

Native integration with Context DMS. Documents stored, classified, and searchable. AI extraction flows directly into the workspace with full audit trail.

Full REST API. Every UI action available programmatically

07 / Cloud Flexibility & Governance

Enterprise-grade security. Your cloud. Your rules.

Context Workbench is designed for organisations that need cloud flexibility without giving up governance. Choose AWS, Azure, or Google Cloud. Apply customer-managed encryption. Keep data in the required region. Define retention policies.

Storage policy at rest

Encrypted storage object
aGVsbG8gd29ybGQgdGhpcyBpcyBl
bmNyeXB0ZWQgZGF0YSB0aGF0IG5v
Ym9keSBjYW4gcmVhZCB3aXRob3V0
IHlvdXIgcHJpdmF0ZSBrZXkuLi4u
████████
MHg3QTJGOUIxRTNENEM1Njg3

Governance policy in action

Tenant storage profile

Onboarding policy: Specialty insurer tenant

Storage: AWS S3, Azure Blob, or Google Cloud Storage
Region: Customer-selected residency boundary
Encryption: Customer-managed keys supported
Retention: Configurable per compliance requirements

AWS S3, Azure Blob, or GCSCustomer-managed encryptionResidency and retention by policy

AWS, Azure, or Google Cloud

Choose your cloud provider during onboarding. Align the platform with your existing cloud strategy and compliance requirements.

Customer-Managed Encryption

Your security team keeps control over encryption policy, key rotation, and access governance for all data at rest.

Regional Data Residency

Keep data in the region your governance model requires. Residency controls designed to support GDPR and internal data handling rules.

Retention by Policy

Apply configurable retention rules for submissions, audit logs, and integration artefacts. Full compliance trail from submission to bind.

Enterprise-grade security at every layer

Beyond encryption, every layer of Context Workbench, from authentication to audit, is built for regulated insurance environments.

Single sign-on and MFA enforced through your existing identity provider
Immutable audit logging across every underwriting decision and system event
Role-based access controls synced from your directory
Regional data residency controls to support GDPR obligations
Encryption in transit and at rest, with customer-managed key options

Compliance & Certifications

SOC 2Designed for
ISO 27001Control aligned
GDPRResidency ready
BMARegulated fit

Certification programme in progress

Multi-cloud storage with governance built in from day one

Built for how specialty insurance teams actually work

Most underwriting platforms bolt AI on as an afterthought. Context Workbench replaces fragmented submission intake across inboxes, spreadsheet-driven underwriting coordination, and opaque rule configuration spread across admin tooling and tribal knowledge. One AI-native system where the product configuration is part of the product.

Pricing

Plans tailored to your underwriting operation

Every deployment is scoped to your submission volume, product complexity, and governance requirements. Contact us for a tailored pricing walkthrough.

Starter

Best for smaller specialty teams launching a modern underwriting workbench

  • Core submission-to-bind workflow with AI triage
  • Document extraction and classification
  • Guided onboarding and implementation support

Professional

For growing MGAs and insurers scaling products and authority across teams

  • Product Studio with full rule configuration and version control
  • Authority grids, referral workflows, and approval chains
  • SSO integration, expanded AI usage, and operational analytics

Enterprise

For multi-entity programmes with complex compliance and integration needs

  • Custom deployment architecture and data residency controls
  • Rating engine, PAS, and DMS integrations with API access
  • Dedicated success planning, migration support, and governance advisory

See Context Workbench in action

Schedule a 30-minute walkthrough tailored to your underwriting operation and product lines.