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