Skip to content
AI Services

Custom AI Workflow
Solutions

Off-the-shelf AI tools solve generic problems generically. When the workflow is specific, the data is specific, and the quality bar is specific, you need a custom solution.

Engagement

AI Solutions

Typical Duration

6 – 12 weeks

Purpose-built AI systems designed around a specific business process. Extraction, classification, generation, and reasoning combined with business logic, data integrations, and operational controls. Not just one step of the workflow. End-to-end.

Common patterns

Document Processing Pipelines

PDF in, structured data out. Extract key fields, cross-reference against databases, flag anomalies, auto-process or queue for review. Seconds, not hours.

Classification & Triage

Incoming items classified by type, urgency, complexity. Confidence-scored. AI that understands context, not just keyword matching.

Content Generation

Reports from data, summaries from documents, responses from context. Constrained by templates, business rules, and quality checks.

Decision Support

AI assembles information, evaluates against criteria, presents a recommendation with reasoning. Human makes the final call.

Compliance Checking

Automated review against standards, regulations, or business rules. Style compliance, regulatory requirements, consistency validation.

Multi-Step Orchestration

Multiple AI capabilities chained with conditional logic, branching, error handling. Each step feeds the next with monitoring throughout.

How we build

01

Process Mapping Step 1

Document every step, decision point, exception. Identify which steps AI handles, which need oversight.

02

Solution Architecture Step 2

AI pipeline, data integrations, human touchpoints, error handling, monitoring.

03

Iterative Development Step 3

Build in stages, test with real data at each stage. Validate quality early.

04

Evaluation Step 4

Measured against defined targets. Accuracy per field, per category, against human performance.

05

Production Deployment Step 5

With monitoring, alerting, and operational runbooks.

Deliverables

What you get

  • Production-ready AI workflow system
  • Integrations with existing systems
  • Human-in-the-loop interfaces where applicable
  • Quality benchmarks against defined targets
  • Monitoring dashboards and alerting
  • Operational runbooks and improvement playbook
LLMsDocument ProcessingClassificationOrchestrationTemporalClaudeGPT-4Custom AI

Have a specific process that generic AI tools can’t handle properly?

We build AI that fits into real operations. Not demos that work with clean data in controlled conditions. If the workflow is specific and the quality bar is high, that’s where we work best.

Start a Technical Consultation