Solutions

Reusable AI patterns, adapted to your workflows.

Start from a pattern, then adapt it to your systems, data boundary, model boundary, team roles, review rules, and empowerment plan.

Pattern catalog

These are starting points, not fixed packages. Each pattern is adapted to the workflow, data boundary, control model, observability need, and team empowerment need.

PAT-01 RAG and retrieval

Private Knowledge Assistant

Employees ask questions against internal policies, product docs, contracts, tickets, or engineering knowledge with source-grounded answers.

Good first deployment
PAT-02 Tool use

Workflow Action Agent

An agent drafts, checks, updates, or routes work across CRM, ticketing, ERP, cloud, or internal APIs while pausing for approval when needed.

Operations and service teams
PAT-03 Extraction and review

Document Intelligence Pipeline

Unstructured documents become structured records, summaries, risk flags, and downstream tasks with validation before handoff.

Finance, legal, compliance
PAT-04 Model training

Specialist Classifier

A model learns enterprise-specific labels, categories, decisions, or risk classes where generic prompting is too weak or inconsistent.

Domain-specific decisions
PAT-05 Team workflow

AI Operating Copilot

A role-specific assistant helps a team plan, write, review, analyze, and execute recurring work with clear boundaries and review habits.

Team empowerment
PAT-06 Multi-step agent flow

Agentic Research Desk

Agents gather evidence, compare options, summarize findings, and produce decision-ready reports with traceable source material.

Strategy and analysis
Selection standard

The right pattern is chosen by operating fit.

01

Workflow fit

Which recurring decision, document, system action, or team handoff should improve?

02

Data fit

What sensitive context is needed, where can it live, and what must never be exposed?

03

Control fit

Where does the system answer, draft, recommend, act, log, pause, or escalate to a human?

04

Adoption fit

Which roles will use it weekly, and what training empowers them to trust and improve the workflow?

Not sure which pattern fits?

Bring the workflow. We will identify whether you need retrieval, automation, agent coordination, model training, observability, or team empowerment.