Engineering Beyond Code — Purpose, Impact, and Growth.

AI isn’t just hype — it’s leverage. But getting from idea to impact takes more than just dropping in an API key. At CONFLICT, we help teams apply modern AI technologies with precision, purpose, and production-grade discipline.

Move fast and build smart

Whether you’re looking to automate internal workflows, embed intelligence into your product, or build from the ground up with custom models — we’ve got the technical depth, product experience, and toolchain know-how to help you move fast and build smart.

What We Do

Custom Model Development

Tailored intelligence, trained for your domain.

• Fine-tuning OpenAI, Claude, Gemini, and open-source models
• Domain-specific LLMs trained on proprietary datasets
• Few-shot, zero-shot, multilingual, multi-turn
• Guardrails, safety, and eval frameworks
• Deployment via Hugging Face, AWS, or custom infra
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Retrieval-Augmented Generation (RAG)

Knowledge-enhanced AI that knows your business.

• LangChain, LlamaIndex, vector DBs
• Embeddings, re-ranking, hybrid retrieval
• Chunking, filters, metadata chaining
• Multi-source ingestion & index monitoring
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AI Integrations & API Wrappers

Plug into powerful AI without reinventing the wheel.

• OpenAI, Claude, Gemini, Perplexity, Mistral
• Prompt templating, token budgeting, fallbacks
• Secure internal APIs, Zapier, Slack, Salesforce
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AI Infrastructure & MLOps

Run your AI stack like production-grade software.

• GPU orchestration: Ray, SageMaker, Modal
• Model CI/CD, versioning, rollback
• Prompt regression tests, autoscaling, infra-as-code
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Computer Vision & Image Intelligence

Turning pixels into product value.

• Object detection, segmentation, OCR
• Camera stream processing, tracking
• Labeling workflows, synthetic data, OpenCV, YOLO
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Audio & Speech Intelligence

Voice in, value out.

• ASR (Whisper, Deepgram), TTS (Polly, ElevenLabs)
• Voice assistants, audio cleanup
• Sentiment tagging, speaker separation
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Autonomous Agents & Tool-Use

Software that thinks, acts, and executes.

• AutoGen, CrewAI, LangChain agents
• Tool orchestration, memory, human-in-the-loop
• Chain-of-thought planning and sandboxing
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Forecasting & Predictive Intelligence

Less guesswork. More foresight.

• Demand planning, revenue forecasting
• Churn and retention prediction
• Risk scoring, time-series pipelines
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Data Strategy & ML Readiness

Good data beats a fancy model.

• Schema audits, labeling, vector prep
• PII redaction, privacy compliance
• ETL pipelines, ground truth collection
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CalliopeAI: Our Internal AI Workbench

Your project’s secret weapon.

• Prompt testing, evals, benchmarking
• Custom agent/RAG builders
• Collaboration, plugins, beta access coming soon
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Contact us

Ready to Get Started?

Whether you’re launching your first AI feature or scaling intelligent systems across your org — we’re here to help you do it right.

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Hi@weareconflict.com
+1 (305) 209-5818
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