Overview
Our AI Lab showcases how applied intelligence meets real-world execution. Every solution here is built, tested, and ready to scale, each one demonstrating how AI-native engineering delivers measurable impact across industries. From orchestration frameworks and copilots to reasoning systems and analytics platforms, these purpose-built solutions prove what’s possible when intelligence is applied with precision and purpose.
SOLUTIONS IN FOCUS
Automates processing of remittance and payment documents from capture to validation and reconciliation. Uses AI agents to extract and match payment data, providing audit-ready visibility and faster processing at scale.
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Reads loan documents and extracts every figure with page citations. AI agents debate the case for and against approval while all financial calculations run in deterministic code, producing a fully-cited credit memo and risk grade, never an approval decision.
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Three specialized AI agents segment accounts by days-past-due, negotiate payment plans across Email, SMS, WhatsApp, and voice, and route hardship or dispute cases to humans, with every message checked against TCPA, Reg F, and state rules before it sends.
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Every health insurance claim gets its own AI-run trial: one side builds the case, one side tries to tear it apart, and a verdict lands with cited policy clauses. An adjudicator watches it all live and has final say before any decision is recorded.
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Processes and validates data across multiple document types using AI. Converts unstructured inputs into structured, reliable outputs with configurable rules for diverse use cases.
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Scans your codebase, ranks files by risk, and generates unit tests scored across four quality dimensions before a human reviews them. Every test ships with a plain-English rationale, runs in a sandbox on approval, and closes with a full coverage report.
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Reads a receipt at upload, matches it against each category's plain-English rules, and flags problems before the claim is submitted. The system's own code does every calculation; only a fully clean claim auto-approves, everything else goes to a human.
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Reads, verifies, and explains insurance claims using retrieval-augmented reasoning and document AI. Turns long manual reviews into quick, transparent decisions.
Transforms client requirements into structured proposals using AI and organizational knowledge. Enables collaborative refinement and draws on past proposals and case studies to deliver faster, higher-quality responses.
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Answers loan status queries across messaging platforms using natural language and real-time data. Explains delays, identifies missing documents, and keeps applicants and brokers informed without manual follow-ups.
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Provides real-time, context-aware insights inside Dynamics 365 using secure MCP integration. Helps sales teams act faster without switching tools.
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Analyzes tone, clarity, and delivery in meetings and training sessions using speech + sentiment AI, turning spoken content into actionable communication insights.
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Brings sprint capacity, workload visibility, and delivery risk into one platform for engineering teams using Azure DevOps and Jira. Uses AI to predict outcomes, identify bottlenecks early, and reduce manual effort in planning and QA.
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Generates structured, production-like test data based on defined data formats and rules. Speeds up testing, improves edge-case coverage, and removes reliance on sensitive production data.
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Tracks how a change request touches backlogs, documentation, and code using AI agents. Gives software teams clear visibility into effort and risk before they build anything.
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Turns plain-English questions into ready-made charts and dashboards, giving teams fast, self-service insights without relying on BI.
Brings CRM, email, and meeting data together using AI orchestration. Generates summaries and podcast-style briefs that help sales teams prepare faster.
Uses specialized AI agents to parse resumes, analyze interviews, and create structured reports. Helps hiring teams shortlist faster with more consistent evaluations.
Turns Form 16, AIS/TIS, and capital gains statements into a CA-ready ITR-1/ITR-2 filing package. Agent extracts and cross-checks your figures, a deterministic engine computes tax under both regimes, and a licensed CA reviews every number before filing.
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Admins build a form just by describing it out loud, no manual field-by-field setup. Applicants answer in their own words, in any order, while one AI engine extracts every field it can and follows up only on what's genuinely unclear.
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AI adoption is full of noise.
The AI Lab exists so we can separate what works from what doesn’t by building it ourselves.
Every solution here reflects how we approach real-world delivery: purpose-built systems, focused design, production-grade quality, and outcomes you can measure and trust.