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    AI & Automation

    Intelligent systems, agents, and data‑aware workflows that reduce toil and unlock new capability—designed with evaluation, observability, and safety from day one.

    TypeScript / PythonOpenAI / AnthropicOllama / llama.cppLangChain / LlamaIndexRAG / pgvectorQdrant / Weaviate / PineconeTemporal / AirflowWhisper / TTSPlaywright / Browser AutomationEvals / Promptfoo
    Automate my workflow See our approach
    LLM Applications
    Chat, search, copilots, and domain‑specific assistants with grounding and memory.
    Agents & Orchestration
    Multi‑step tools, routing, retrieval, and schedulers with retries and idempotency.
    RAG & Knowledge
    Data pipelines, chunking, embeddings, re‑ranking, and feedback loops for quality.
    Automation
    Browser/RPA tasks, back‑office flows, and integrations with CRMs, support, and ops.
    Evaluation & E2E Tests
    Golden sets, regression tests, guardrails, and offline/online evals.
    Safety & Privacy
    PII handling, content filters, rate limits, and private hosting options.

    What we deliver

    Proofs of Value
    Target one high‑value task and ship a working pilot with measurable ROI.
    RAG Stack
    A production‑ready retrieval system (ingest, split, embed, re‑rank, cache).
    Automation Pipelines
    Temporal/Airflow‑backed workflows with retries, idempotency, and alerts.
    Evaluation Harness
    Datasets, metrics, dashboards, and red‑team prompts to track quality over time.

    Our approach

    01Discover
    Pick high‑ROI use cases; define success metrics, data sources, and constraints.
    02Prototype
    Ship a narrow slice with evals and logging; validate accuracy + UX.
    03Harden
    Add guardrails, caching, fallbacks, and monitoring. Prepare for ops.
    04Scale
    Automate pipelines, reduce latency/cost, and expand to adjacent tasks.

    Operational guardrails

    Safety & Privacy
    Content filters, PII handling, audit logs, and private hosting when required.
    Evals & QA
    Automated regression suites, golden answers, and human review cycles.
    Cost Controls
    Token budgets, caching, batch/stream modes, and smart model routing.

    FAQ

    Let’s ship an AI win in weeks.

    Identify one high‑impact workflow and automate it with robust evals and guardrails.

    Start an AI project
    OpenAIAnthropicOllamaLangChainLlamaIndexpgvectorQdrantWeaviatePineconeTemporalAirflowPromptfoo