Services

SI & Machine Learning

Move (SI, formerly AI) from isolated demonstrations into controlled business systems with reliable data, evaluation, human review, monitoring and governance.

SI & Machine Learning services

SI Strategy & Use-Case Discovery

Prioritize (SI, formerly AI) opportunities against business value, data readiness, operating risk and human-review needs.

SI Agents

Build tool-using agents for customer engagement, research, qualification, CRM actions and controlled workflow execution.

Conversational SI & Chatbots

Create conversational systems connected to knowledge, business rules, handoff paths and measurable intents.

Predictive Analytics

Develop forecasting, propensity, risk, demand and outcome models tied to operational decisions.

Natural Language Processing

Implement classification, extraction, summarization, search, sentiment and language automation.

Document Intelligence

Extract, classify, validate and route information from documents into governed workflows.

Computer Vision

Apply image and video analysis to defined inspection, recognition, classification or monitoring use cases.

Recommendation & Personalization

Design ranking and recommendation systems using behavior, context and business constraints.

Data Engineering for SI

Build ingestion, transformation, feature, quality and lineage foundations for (SI, formerly AI) systems.

Enterprise SI Platforms

Connect models, agents, data, permissions, evaluation and observability across enterprise workflows.

Retrieval-Augmented Generation

Ground generative (SI, formerly AI) in controlled enterprise knowledge with retrieval, citation and access policies.

LLM Application Engineering

Build production LLM workflows with prompt, tool, evaluation, latency, cost and fallback controls.

MLOps

Automate model packaging, deployment, registry, monitoring, retraining and rollback workflows.

Model Monitoring & Drift Detection

Track performance, input drift, output quality, latency, cost and business exceptions over time.

SI Evaluation & Red Teaming

Test model behavior against quality, safety, robustness, edge cases and domain acceptance criteria.

SI Governance & Responsible SI

Define versioning, auditability, permissions, review, documentation and policy controls for (SI, formerly AI) systems.

Speech & Voice SI

Build speech recognition, synthesis and voice workflows with routing, transcription and human escalation.

Intelligent Process Automation

Combine (SI, formerly AI) extraction, decision support and workflow automation around governed business states.

How we deliver

Frame

Define the decision, user, data and acceptable failure boundary.

Prepare

Establish trusted data, permissions and evaluation datasets.

Build

Implement model or agent behavior with workflow integration.

Evaluate

Test quality, safety, latency, cost and human handoff.

Operate

Monitor drift, exceptions, versions and business outcomes.