We're a senior U.S.-based engineering team specializing in the systems that keep modern businesses running — Salesforce custom development, system integrations, API architecture, and the production-grade infrastructure work that holds everything together. When AI is the right fit, we deliver that too: voice agents that handle thousands of calls, document AI that reviews contracts in seconds, and computer vision that catches what humans miss. You always work directly with the engineer writing your code.
Projects in the Showcase
Based Senior Engineers
Years Engineering
Our Core Specialty
Salesforce as your system of record, but data sitting in 8+ disconnected tools, reps re-keying everything, and finance reconciling by hand at month-end.
Need iOS and Android shipped from one codebase, store-review-ready on day one, with crash-free sessions and a release cadence both platforms actually keep in sync.
Need faster loan decisions, fraud detection that actually works, compliance monitoring, or accounts receivable that collects itself.
Missing calls, long hold times, inconsistent quality. AI agents that handle calls 24/7 and coach your team in real-time.
Contract review taking weeks, regulatory filings consuming staff, or compliance gaps keeping you up at night.
Inventory forecasting off, pricing leaving money on the table, or customer experience that can't compete with the big players.
OSHA fines, safety incidents, and site monitoring gaps. Computer vision that watches every worker, every site, every minute.
Donor CRMs that actually talk to your fundraising platform, grant reporting that writes itself, and lean automation for teams running real impact on small-team budgets.
Don't see your industry? We've probably solved something like your problem before.
Free strategy call to understand your business, identify the highest-impact AI opportunities, and assess feasibility. No commitment, no fluff.
We design the solution — selecting models, planning integrations with your existing systems, and defining success metrics before writing a line of code.
Our team builds, tests, and deploys your AI solution with regular demos so you see progress weekly — not just at the end.
Post-launch, we monitor performance, optimize based on real data, and scale what's working. Ongoing support, not a handoff and goodbye.
Every engagement starts with a free strategy call. No commitment required.
A living library of integration projects, Salesforce builds, AI systems, and SaaS products — reference implementations of everything we ship.
Practical AI insights, real-world lessons, and engineering strategies to help your business move faster.
Per-page accuracy pricing hides the real bill. This post breaks OCR TCO line-by-line — licensing, annotation, human-in-loop, infra, audit trails — and maps a real invoice ROI example.
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Most defect-detection pilots fail because teams design for lab cameras and perfect data, not the end-state sensor, compute, and operations constraints that run 24/7 on a shop floor.
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Choose Einstein when the ML feature is part of Salesforce and time-to-value matters; choose custom models when you need >10% ARR lift, strict data ownership, explainability, or peak performance.
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OCR is not a checkbox — it's a regulated system that must meet audit SLAs and an error budget. Pick a document stack by error budget, not hype, and build an E2E pipeline with Snowflake + dbt + MLflow and active learning.
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Replace your IVR with a voice AI agent only when measurable throughput, handle-time, or lead-conversion gains exceed integration and run costs; otherwise keep IVR and automate the handoff. This post gives the ROI math, the data to collect, vendor tradeoffs (Twilio+Google CCAI, Amazon Connect, Genesys), deployment costs, latency traps, and a checklist that tripled booked leads in 90 days.
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Bad forecasts are almost never a model problem — they’re a data problem. This 6-step, production-focused recipe fixes ingestion, features and SLOs so forecasts survive real operations.
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AI
Practical guide for building enterprise RAG pipelines that keep hallucinations below 0.5% and provide auditable citations for finance and clinical workflows.
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Automation
Discover how AI is revolutionizing supply chain management by enhancing efficiency, accuracy, and resilience, tackling global challenges head on.
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