AI agents
AI agents & workflows
- Orchestrated steps—check, match, draft, and route—not an opaque black box.
- Human-in-the-loop where risk or policy demands review.
- Inputs, decisions, and outputs logged for transparency.
AI-Assisted Smart Systems & Agents
AI agents for repeat work—with clear rules, review gates, and an audit trail.
We use AI to reduce repetitive work, speed up decisions, and improve consistency—especially in high-volume, rules-driven workflows. Whether you're a 10-person agency or a government program processing thousands of applications — the same approach applies: scoped agents, human review gates, and outcomes you can measure.
AI capabilities overview
Governance
Approach & responsibility
- Clear scope: what runs automatically vs what needs a reviewer.
- Audit trails that support operations and continuous improvement.
- Sensitive data kept inside the boundaries you define.
- Fail-safe defaults: low confidence routes to a person—not a guess.
How we apply AI
From minutes per item to seconds
Agents sit inside authenticated surfaces your teams already use—same eligibility and business rules, with execution you can trace and override.
- Reviewers stay in the product, not side spreadsheets
- Reasoning surfaced so overrides are informed
- Communications sent from the platform, not ad-hoc mail
Where AI helps day to day
Intake, matching, documents, triage, and outbound messages—so people spend time on exceptions, not repetition.
- Normalize applications and cut missing-field back-and-forth
- Flag edge cases instead of hiding them in averages
- Draft consistent messages applicants and staff can trust
Governance you can run in production
Dependable automation is scoped automation—review gates where judgment matters, logging that matches how you audit today.
- Policies expressed as rules the agent is built to follow
- Explicit handoffs when automation shouldn’t decide alone
- Telemetry aimed at operators, not slide decks
We design and ship custom agents and systems so repeat work finishes in seconds—with clear handoffs, overrides, and an audit trail your team can actually trust.
Go deeper
Demos, examples, and writing on how we build and govern AI in production.
Sectors
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HousingAffordable housing programs, lotteries, and applicant operations.
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GovernmentPublic-sector intake, compliance, and high-volume processing.
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Real EstateListings, applications, and coordination across stakeholders.
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DefensePackaging codes, contractors, and specification-heavy workflows.
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eCommerceInventory, orders, payments, shipping, and growth automation.
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NonprofitGrants, outreach, fundraising, and mission-driven campaigns.
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Scope an AI agent for your workflow
Bring one high-volume workflow from your operation — we'll map agent steps, review gates, and a pilot with clear before-and-after metrics.