InsuranceFlagship
Home Insurance Advisor
Guides customers end to end: collects details, quotes, recommends coverage, underwrites, takes payment and issues the policy.
High complexity10-12 weeksRAG
Discuss this use caseUse Case Library
Agent use casesalready in production
Every entry here is an agent we have built or a migration we have run — filtered by the function it serves or the industry it belongs to, with an honest delivery timeline attached.
36
Use cases
3
Industries
7
Functions
Showing 36 of 36 use cases
The agents we lead with
Built, deployed and running today — not roadmap items.
BankingFlagship
Banno Employee Assist Agent
Assistant for bank employees, connected to Jack Henry Banno to inspect customer accounts, transactions and service history in one place.
High complexity8-12 weeksRAG
Discuss this use caseInsuranceFlagship
Claims Processing Automation
Reads 837 EDI claim files, validates and enriches them, then writes structured claims into the system of record with an audit trail.
High complexity8-10 weeks
Discuss this use caseData EngineeringFlagship
Self-Healing Pipeline Agent
Monitors Snowflake, Redshift and Databricks pipelines, diagnoses failures from run history, and triggers a healing run with approval.
Medium complexity6-8 weeks
Discuss this use caseFinancial ServicesFlagship
Capital Markets Agent
Institutional agent spanning front office trading and research through to middle and back office workflows, with 37 connected tools.
High complexity12-14 weeksRAG
Discuss this use caseData EngineeringFlagship
Salesforce to Redshift ETL Orchestration
Profiles Salesforce schemas, generates the load plan, orchestrates the pipeline into Redshift and validates every object it moves.
Medium complexity6-8 weeks
Discuss this use caseMore use cases
Patterns we have delivered or can stand up on your platform.
Data Engineering
Pipeline Builder Agent
Builds and runs source-to-target pipelines from a plain description — GCS to Snowflake, Postgres to ClickHouse, Snowflake to Databricks.
Medium complexity4-6 weeks
Discuss this use caseData Engineering
Airbyte Connector Agent
End-to-end Airbyte management across 595 source and destination connectors, handling setup, sync scheduling and failure recovery.
Medium complexity4-6 weeks
Discuss this use caseData Engineering
dbt Transformation Agent
Runs dbt builds and tests against the warehouse, generates documentation and reports failures with the failing model and lineage.
Low complexity2-4 weeks
Discuss this use caseDevOps & Infrastructure
DevOps Assistant
Orchestrator with five specialist sub-agents covering build, deploy, monitoring and incident workflows across 45 connected tools.
High complexity10-12 weeksRAG
Discuss this use caseDevOps & Infrastructure
Cloud Infrastructure Orchestrator
Manages GCP infrastructure through specialised sub-agents — provisioning, networking, IAM and cost, each with its own guardrails.
High complexity8-10 weeks
Discuss this use caseDevOps & Infrastructure
Multi-Cloud Intelligence Agent
Watches AWS and GCP estates side by side for carriers running both, surfacing drift, spend anomalies and coverage gaps.
Medium complexity6-8 weeks
Discuss this use caseSecurity & Governance
Change Risk Governor
Pre-flight risk analyser for Terraform network pull requests. Maps proposed changes to blast radius before the merge, not after.
Medium complexity6-8 weeks
Discuss this use caseInsurance
Claims Resilience Agent
Multi-cloud incident recovery loop for partner-facing claims flows — diagnoses the outage, proposes the fix and tracks it to closure.
High complexity8-10 weeks
Discuss this use caseSales & Marketing
Lead Generation Agent
Sources B2B leads from LinkedIn, then enriches companies and decision makers with firmographic and contact data before handoff.
Medium complexity4-6 weeks
Discuss this use caseSales & Marketing
Outbound Campaign Agent
Runs outbound campaigns end to end: identifies prospects, resolves contact details, sequences messages and reports on replies.
Medium complexity4-6 weeks
Discuss this use caseSales & Marketing
Outreach Analytics Copilot
Read-only reporting copilot for B2B email campaigns, answering performance questions across sequences, accounts and reply sentiment.
Low complexity2-4 weeks
Discuss this use caseSales & Marketing
Sector Alert Outreach Agent
Detects security or IT incidents affecting a sector and automates personalised outreach to the companies likely impacted.
Medium complexity6-8 weeksRAG
Discuss this use caseResearch & Analytics
Quant Research Agent
Factor-based equity analysis and fundamental research, assembling screens and back-tests with the underlying data cited.
High complexity10-12 weeksRAG
Discuss this use caseResearch & Analytics
DeFi Vault Risk Analyst
Scores 700+ vaults across Morpho, Aave and peers on safety criteria, producing a ranked view before any deposit decision.
High complexity8-10 weeksRAG
Discuss this use caseProductivity
Personal Productivity Assistant
Orchestrator with seven sub-agents covering inbox, calendar, tasks and briefings, tuned to how an individual actually works.
Medium complexity6-8 weeksRAG
Discuss this use caseProductivity
Outlook Email Agent
Integrates with Microsoft Outlook to summarise threads, draft replies and send calendar invitations without leaving the conversation.
Low complexity2-4 weeks
Discuss this use caseCustomer Service
Leave Management Agent
Handles leave requests end to end — balance checks, policy rules, approver routing and confirmation back to the employee.
Low complexity4-6 weeksRAG
Discuss this use caseCustomer Service
Daily Briefing Agent
Assembles a daily digest across connected systems, surfacing what changed and what needs a decision before the day starts.
Low complexity2-4 weeksRAG
Discuss this use caseBanking
Teradata Exit Programme
Agent-led migration off Teradata onto a modern lakehouse, converting workloads and validating parity object by object.
High complexity14-16 weeks
Discuss this use caseBanking
Multi-Warehouse Consolidation
Consolidates several inherited warehouses into one governed lakehouse, with agents reconciling overlapping models and metrics.
High complexity12-14 weeks
Discuss this use caseBanking
Core Banking Modernisation
On-premises to cloud migration for core banking data, deployable inside the bank's own perimeter where residency demands it.
High complexity14-16 weeks
Discuss this use caseBanking
Regulatory Data Migration
Basel III/IV and BCBS 239 driven restructuring, with lineage and control evidence produced as the migration proceeds.
High complexity12-14 weeksRAG
Discuss this use caseBanking
M&A Data Integration
Ninety-day integration plan for an acquired bank's data estate, mapping duplicate customers, products and ledgers.
High complexity12 weeks
Discuss this use caseBanking
Batch to Streaming Analytics
Shifts a batch reporting platform to real-time streaming, with agents handling the pipeline rewrite and parallel validation.
High complexity10-12 weeks
Discuss this use caseInsurance
Policy Administration Modernisation
PAS modernisation with agent-led schema mapping, historical policy conversion and reconciliation against the legacy system.
High complexity14-16 weeks
Discuss this use caseInsurance
Claims System Migration
Heterogeneous claims migration across differing data models, preserving claim history and reserve positions through the cutover.
High complexity12-14 weeks
Discuss this use caseInsurance
Actuarial Warehouse to Lakehouse
Multi-source actuarial consolidation onto a lakehouse, keeping reserving and pricing models reproducible after the move.
High complexity12-14 weeks
Discuss this use caseInsurance
IFRS 17 / LDTI Compliance Migration
Regulatory restructuring of insurance data for IFRS 17 and LDTI, with the transformation evidenced for audit.
High complexity14-16 weeksRAG
Discuss this use caseInsurance
Carrier M&A Integration
Ninety-day carrier integration against a regulatory deadline, sequencing books of business by risk and reporting impact.
High complexity12 weeks
Discuss this use caseInsurance
Property & Casualty Advisor
Evaluates risk, underwrites, recommends coverage tiers and quotes property and casualty policies conversationally.
High complexity10-12 weeksRAG
Discuss this use caseGot a use case in mind? Let's make it real.
If it is not on this list, it is probably still buildable. Tell us the workflow and we will scope it honestly — including when the answer is that you do not need an agent.