Enterprise Solutions: Targeted to Real Industry Friction
We combine custom engineering, certified system integrations, and deterministic AI models into turnkey solutions tailored to specific operational challenges.
Salesforce & ServiceNow Ecosystem Sync
Unite front-office customer revenue with back-office IT and service delivery.
Sales, Customer Success, and IT Support teams operate in disconnected silos. Cases logged in Salesforce require manual rekeying into ServiceNow tickets, causing customer delay, missing context, and broken SLAs.
We engineer a high-throughput, event-driven bridge utilizing AWS EventBridge and certified APIs. Changes in Salesforce accounts, opportunities, or cases automatically update corresponding ServiceNow incident workflows and configuration items with zero latency and complete auditability.
Validated Business Outcomes
- Zero manual data rekeying between Salesforce and ServiceNow
- 78% reduction in mean time to resolve (MTTR) cross-department escalations
- Real-time bidirectional status parity with automated conflict resolution
- Dead-letter queues and automated replay console preventing lost records
Event-driven microservice architecture with OAuth2 PKCE token caching, distributed Redis idempotency locks, and bidirectional webhook listeners.
Autonomous Document & Workflow Engine
Eliminate manual data transcription and exception triage with vision LLMs.
Operational analysts spend thousands of hours each month reading PDFs, complex bills of lading, and medical records to transcribe fields into core systems, causing massive backlog and error rates.
We construct end-to-end intelligent extraction pipelines combining multimodal vision models, deterministic boundary schema validators, and human-in-the-loop review cockpits for edge cases.
Validated Business Outcomes
- 85% straight-through processing rate for inbound documentation
- Average processing turnaround dropped from 4 days to 30 minutes
- 99.4% field extraction precision backed by automated validation checks
- Complete cryptographic audit trails compliant with SOC2 and regulatory standards
Multi-stage pipeline: OCR/Vision parsing -> semantic structuring with Pydantic schemas -> automated business rule checks -> human exception review cockpit -> ERP database ingest.
Enterprise Copilots & Conversational AI
Delight customers and supercharge tier-1 teams with grounded conversational agents.
Customer support queues are overwhelmed with repetitive how-to questions, status checks, and password resets, frustrating customers with 24-hour wait times and burning out human agents.
We deploy state-of-the-art RAG-powered virtual assistants connected directly to enterprise knowledge graphs, CRM APIs, and order systems. The agents resolve inquiries autonomously and execute live actions safely.
Validated Business Outcomes
- 68% of first-touch tickets resolved without human intervention
- Instant 24/7 multilingual response time under 1 second
- Seamless warm transfer to human agents with summarized conversation context
- 41% boost in lead-to-opportunity conversions via sales qualification bots
Hybrid vector search (dense + BM25) coupled with rerankers, guardrail policy middleware, and secure OpenAPI function-calling gateways.
Unified Data Lakehouse & Executive BI
Transform fragmented data chaos into real-time executive decision intelligence.
Every department has a different number for revenue, churn, and inventory. Leadership relies on brittle Excel spreadsheets compiled weeks late, leading to slow and conflicting strategic decisions.
We architect a clean modern data stack using Snowflake, dbt semantic layers, and automated ELT connectors. We then build fast, accessible executive dashboards that reflect real-time business performance.
Validated Business Outcomes
- Unified single source of truth for all corporate KPIs and board reporting
- Data latency reduced from 7-day batches to under 5 seconds
- Self-service semantic models saving 120+ analyst hours every month
- Predictive models identifying customer churn indicators 60 days ahead
ELT ingestion to Snowflake with dbt dimensional modeling, automated Great Expectations quality testing, and sub-second caching.
Legacy Cloud Modernization & Resilient Architecture
Transition mission-critical monolithic systems to modern scalable cloud services.
Aging monolithic codebases and fragile on-premise servers are slow to deploy, prone to unexpected outages, and nearly impossible to recruit developers for.
We execute strangler-fig migration patterns, breaking brittle monoliths into resilient, containerized services without interrupting live production traffic or requiring high-risk total rewrites.
Validated Business Outcomes
- Zero downtime during multi-phase cloud migration cutover
- Deployment frequency accelerated from quarterly to multiple times daily
- 40% reduction in cloud infrastructure spend through automated autoscaling
- Standardized TypeScript, Next.js, and Docker engineering foundation
Strangler pattern with reverse proxy routing, containerized microservices on AWS ECS/EKS, and automated GitHub Actions CI/CD with canary releases.
MedTech & Clinical Workflow Orchestration
Automate clinical trial intake and patient records while enforcing strict HIPAA compliance.
Clinical trials and patient referrals generate immense paperwork subject to strict compliance oversight. Delays in processing trial intake stall medical advancements.
We build secure, HIPAA-compliant patient intake portals, automated consent parsing, and secure HL7/FHIR integration bridges that streamline clinical pipelines.
Validated Business Outcomes
- Patient trial enrollment intake cycle shortened by 65%
- 100% HIPAA and BAA compliant data handling with end-to-end encryption
- Automated clinical data validation reducing discrepancy queries by 45%
- Seamless integration with major EHR platforms via FHIR standards
HIPAA-certified AWS infrastructure with KMS envelope encryption, immutable access audit logs, and FHIR API adapters.
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