Conversational assistants
Customer-facing and internal assistants on WhatsApp, web, mobile, and voice — multilingual, grounded in your data.

AI Solutions
We design and operate AI systems that earn their place in production — measured by outcomes, not by demos.
We deploy AI where it removes a real operational tax: support volume, manual triage, document handling, fraud, slow analytics. Every engagement starts with an evaluation, not a model selection.
Customer-facing and internal assistants on WhatsApp, web, mobile, and voice — multilingual, grounded in your data.
Workflow orchestration, intelligent routing, automated reporting, and operational notifications wired to your existing systems.
Forecasting, classification, anomaly detection, recommendation — instrumented so accuracy can be tracked over time.
Extraction, classification, and routing for invoices, contracts, KYC, and ops paperwork — human-in-the-loop where it matters.
OpenAI and provider-portable APIs integrated into your web, mobile, and backend stack with proper observability and cost guardrails.
Every feature ships with an offline eval suite and an online quality metric. No vibes.
Input filtering, structured outputs, rate limits, content policy — applied at the edge of every AI call.
We abstract over the model API so you can swap providers when the economics or capabilities change.
Prompts, completions, latencies, token spend, and quality scores — all in your existing observability stack.