Products

AI Accelerators/Products

Ten production-ready AI tools - each with proven results - that compress months of development into weeks. Built specifically for Fintech.

Theoremlabs accelerators are purpose-built AI modules designed to eliminate the repetitive groundwork that slows Fintech teams down. Rather than starting from scratch, you get a battle-tested foundation that integrates with your existing stack and adapts to your domain - with every accelerator backed by real deployment results.

10

Accelerators

Weeks

Not months

100%

Fintech-built

All Accelerators

Find the right fit for your problem

Conversational AI Phone & Text

PromptLine

Intelligent voice and text interfaces for financial services

AI-powered voice and text interfaces that handle customer queries, route complex cases, and integrate with core banking systems - 24/7, without agent involvement. PromptLine replaces rigid IVR systems with natural, contextually aware conversations that resolve issues and take action in real time.

Key Capabilities

  • Natural AI voice call handling
  • SMS and text automation
  • Intelligent call routing and escalation
  • Core banking system integration
  • Compliance audit trails for every conversation

Proven Results- Financial Services

78%Containment Rate
1.8mAvg Handle Time
99.9%Uptime

Ideal For

Banks, credit unions, and financial services with high inbound call or SMS volume

Agentic AI Security Posture Management

Armor1

Secure every AI coding assistant - from the inside out.

Armor1 is an enterprise Agentic AI Security Posture Management (AI-SPM) and runtime security platform. Instead of static code scans, it continuously discovers, audits, and enforces runtime policies across connected MCP servers, tools, skills, and developer configurations.

Key Capabilities

  • Agentless Shadow AI Discovery
  • Real-Time Runtime Blocking
  • Deep Posture Management & Inventory
  • Global MCP Security Catalog
  • OS-Level Sandboxing

Proven Results- Enterprise Security

5 minTo Value
0%Performance Impact
23Risk Metrics Per App

Ideal For

Enterprise security teams, DevSecOps, and organizations adopting AI coding tools

Transform Tacit Knowledge into Structured Learning

Tacit-AI

Capture Tacit SME knowledge and turn it into shared team intelligence.

Our AI agent acts like an intelligent trainee, engaging SMEs in natural conversations to surface and transform their expertise into lasting, actionable knowledge. From conversation to structured learning assets, our platform handles the entire knowledge extraction and synthesis process.

Key Capabilities

  • AI Agent as Trainee
  • Adaptive Questioning
  • Searchable Knowledge Library
  • Automated Structuring
  • Multi-Format Content

Proven Results- Knowledge Extraction

95%Time Saved
500+SMEs Onboarded
10k+Hours Extracted

Ideal For

L&D Associates, SMEs, and teams needing to capture unwritten knowledge

Intelligent Data Reconciliation

ReconcileAI

Automate complex reconciliation processes with AI precision

Automates the end-to-end reconciliation process across financial, inventory, and compliance data. Using a blend of rules and AI, it matches large datasets, flags discrepancies, and generates audit-ready summaries - accelerating close cycles and reducing manual workloads.

Key Capabilities

  • Automated matching and exception handling
  • AI-powered anomaly detection
  • Multi-source data reconciliation
  • Audit-ready reporting and compliance
  • Accelerated close cycles

Proven Results- FinTech / Payments

92%Automated Matching
5d → <24hReconciliation Cycle
300+Hours Saved / Month

Ideal For

Banks, fintechs, and enterprise accounting teams

Dynamic Knowledge Management

KnowledgePulse

Turn tribal knowledge into intelligent support systems

Converts static documents and support material into a dynamic, searchable knowledge base. Powered by RAG and NLP, it drives intelligent FAQs, contextual help, and customer support bots. As documentation evolves, the knowledge base updates automatically - ensuring real-time accuracy.

Key Capabilities

  • Dynamic, searchable knowledge base
  • AI-powered FAQ generation
  • Real-time accuracy and updates
  • RAG architecture with vector search
  • Integrated chatbot support

Proven Results- SaaS Customer Success

500+Auto-Generated Articles
-40%Onboarding Questions
78%Self-Service Rate

Ideal For

SaaS, enterprise IT, and service organizations

Legacy System Knowledge Extraction

InsightBridge

Bridge the gap between old infrastructure and modern AI workflows

Extracts and modernizes knowledge trapped in legacy systems - mainframes, aging databases, and undocumented codebases. InsightBridge creates a structured, queryable knowledge layer on top of your existing estate so teams can move forward without starting from scratch.

Key Capabilities

  • Legacy system knowledge extraction
  • Automated documentation generation
  • Structured knowledge graph output
  • Integration with modern AI workflows
  • Reverse engineering of undocumented logic

Proven Results- Enterprise Modernization

80%Faster Legacy Discovery
60%Reduction in Manual Documentation
3xFaster Modernization Cycles

Ideal For

Enterprises with legacy mainframes, aging core systems, or undocumented codebases

Privacy-Safe Data Generation

SyntheticEdge

Build AI without the data privacy headache

Generates realistic, PII-safe synthetic datasets to accelerate AI development in regulated environments. It simulates customer behavior, anomalies, and edge cases while ensuring zero real data exposure. Teams build, test, and iterate AI models without waiting for data approval.

Key Capabilities

  • PII-safe synthetic data generation
  • Realistic behavior simulation
  • Edge case and anomaly modeling
  • Support for structured and unstructured formats
  • ML platform integrations

Proven Results- Healthcare AI

Model Testing w/o PHI
+3moFaster Time-to-Pilot
6w → 5dLegal Review Cycle

Ideal For

Healthcare, banking, and insurance sectors with sensitive data requirements

Centralized Customer Communications

Shared Service Marketplace

Automate 20+ operations-driven communications from one place

Centralizes customer communication workflows - NSF notices, maturity reminders, tax statements, and more - into a single branded, compliance-ready hub. Triggers messages across email, SMS, and print from one platform, standardizing communications across lines of business and reducing operational risk.

Key Capabilities

  • Centralized communication management
  • Multi-channel delivery (email, SMS, print)
  • Compliance-ready message templates
  • Standardized branding and messaging
  • Workflow automation and triggers

Proven Results- Credit Union

22Centralized Workflows
+35%Delivery Success Rate
-70%Manual Intervention

Ideal For

Banks, credit unions, and insurers looking to modernize customer communications

Regulatory Compliance

Digital Twin

Your virtual compliance analyst working 24/7

An AI-powered digital twin that monitors regulatory changes and automates the impact analysis process. It identifies affected policies, controls, and stakeholders, drafts recommendations, and routes tasks for review - integrating with enterprise collaboration and compliance platforms to orchestrate end-to-end response workflows.

Key Capabilities

  • Automated regulatory change monitoring
  • AI-powered impact analysis
  • Policy and control mapping
  • Intelligent task routing and collaboration
  • Comprehensive audit trails

Proven Results- Insurance Compliance

3w → 4dImpact Assessment Time
70%Automated Suggestions
Improved Audit Tracking

Ideal For

Compliance-heavy industries including finance, insurance, and healthcare

Simplify Complex Product Configurations

Guided Selling App

Help your customers configure exactly what they need

Simplifies the customer decision journey for modular or complex product offerings. A natural language interface and visual builder map customer needs to the right configuration, giving sales reps and self-serve users tailored solution paths that shorten time-to-sale and boost conversions.

Key Capabilities

  • Interactive needs-based Q&A flow
  • Visual solution building interface
  • Natural language processing
  • CRM integration and lead tracking
  • Self-service and assisted selling modes

Proven Results- Digital Banking Platform

45m → 10mSolution Discovery Time
2.3xLead Conversion Rate
No Technical Help Needed

Ideal For

Digital banking platforms, SaaS vendors, and modular B2B tech providers

Conversational Web Assistant

Chat-Web-30

Your website, now talkable

A web-embedded AI assistant that brings conversational UX to any website. Handles FAQs, directs users to forms, guides them through processes, and triggers calculators or actions - enhancing self-service experiences and increasing conversion by removing friction from navigation.

Key Capabilities

  • Conversational website navigation
  • Intelligent FAQ handling
  • Form guidance and completion support
  • Process walkthrough assistance
  • Calculator and action triggers

Proven Results- Higher Education

-60%Support Queries to Agents
+22%Form Completion Rate
78 → 91%Customer Satisfaction

Ideal For

Education, financial services, government, and ecommerce sectors

Secure Document Upload

Workflow Assist

Secure file intake with workflow intelligence

A secure, user-friendly portal for document collection linked to internal workflows. Whether for KYC, onboarding, or audits, users upload files with real-time validation while backend systems receive structured, tagged data. Improves intake speed, reduces manual errors, and strengthens compliance.

Key Capabilities

  • Secure document collection portal
  • Real-time validation and tagging
  • Workflow integration and routing
  • Status notifications and tracking
  • Enhanced compliance tracking

Proven Results- Lending & Credit

58 → 94%3-Day Collection Rate
Compliance Pass Rate
-65%Manual Intake Work

Ideal For

Lending, insurance, education, and HR departments

Ready to accelerate?

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