Off-the-shelf AI tools are useful for general tasks. But when you need AI that understands your specific business context, connects to your systems, and operates within your security requirements, you need something built for you.
We build AI agents that do real work: processing documents, answering questions from your knowledge base, routing requests, coordinating workflows, and making decisions within defined boundaries. Every agent we build has human oversight controls, audit logging, and clear escalation paths.
What We Build
Internal Knowledge Agents
AI that answers questions from your documentation, policies, procedures, and institutional knowledge. Trained on your data, not the internet.
Document Processing Agents
Automated intake, classification, extraction, and routing for contracts, invoices, applications, and other business documents.
Workflow Automation Agents
Intelligent systems that handle multi-step processes: approvals, notifications, escalations, and exception handling.
Customer-Facing Assistants
Support agents that answer questions, gather information, and route complex issues to humans, with full conversation logging.
Data Analysis Agents
Systems that query your data, generate reports, identify anomalies, and surface insights on demand or on schedule.
Integration Orchestrators
Agents that coordinate actions across multiple systems: CRM, ERP, ticketing, email, calendar, and custom applications.
How We Build
Every agent development engagement follows a structured process:
1. Scope & Boundaries
We define exactly what the agent should do, what it should never do, and what requires human approval. Clear boundaries prevent the failures that give AI a bad name.
2. Data & Integration
We connect to your systems, index your knowledge, and establish secure data flows. The agent only accesses what it needs.
3. Build & Test
Iterative development with your team involved at every stage. We test edge cases, adversarial inputs, and failure modes before anything goes live.
4. Deploy & Monitor
Production deployment with logging, monitoring, and alerting. You have visibility into every action the agent takes.
Our Development Principles
- Human in the Loop — Every agent has clear escalation paths. Humans approve consequential actions.
- Secure by Default — Minimal permissions. Encrypted data. Audit logs for everything.
- Transparent Operations — You can see what the agent is doing, why, and what data it accessed.
- Graceful Degradation — When the agent doesn't know, it says so and routes to a human.
- Continuous Improvement — Feedback loops that make the agent better over time without retraining from scratch.
Custom vs. Off-the-Shelf
When does custom agent development make sense? Consider building when:
- Your use case requires access to proprietary data or internal systems
- Security and compliance requirements exceed what SaaS tools can provide
- The workflow involves judgment calls that need business context
- You need the agent to coordinate across multiple systems
- Off-the-shelf tools have been tried and don't meet your needs
We're honest when a commercial tool would serve you better. We don't build custom when standard works.
Investment
Agent development projects typically range from $15,000 for focused, single-purpose agents to $75,000+ for complex multi-system orchestration. We scope and price based on complexity, integrations required, and ongoing support needs.
Have an agent in mind?
Let's talk about what you're trying to accomplish and whether a custom agent is the right solution.
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