AI workflow automation and human approval
Connect agent steps with routing, bounded tool calls, retries, stop conditions and human approval. Scope a workflow that can be inspected and recovered when a step fails.
Explore orchestrationSolutions / AI + data + integration
Put your systems
to work together.
Build an internal research tool, automate document review or connect the applications your operation depends on. We scope the work around your systems and a result your team can test.
Start with the work
What needs to
move forward?
Interactive example
An invoice becomes a reviewed accounting record.
Compare extracted fields against a purchase order, resolve discrepancies, and prepare a controlled handoff.
- 01Read input
- 02Check evidence
- 03Review decision
- 04Prepare handoff
01 / Input and source evidence
Supplier invoice · INV-1042
Northline Supply PO-2187 Equipment: $4,820.00 Payment terms: Net 30
Purchase order · PO-2187
Approved supplier: Northline Supply Authorized total: $4,500.00 Payment terms: Net 30
02 / Validation and review
Inspect the source, then run the checks.
Follow how a sample becomes a reviewed output. Try both an exception and a matching scenario.
Ready to run
Each action records a step in the audit trail.
Decision trail
- Sample loaded. No external systems connected.
Prepared output
No output released. The sample must pass validation and reviewer approval.
Fictional data and scripted outcomes, provided to explain the design. This is not a live AI system or client result.
Engineering capabilities
The foundations behind
a useful workflow.
Each engagement brings together the capabilities your outcome requires.
AI agent development and application integration
Build tool adapters and application interfaces that expose approved actions with validated inputs, bounded permissions, clear errors and traceable outputs.
Explore tool integrationRetrieval and context components
Connect approved documents and records through retrieval services that preserve source identity, respect access boundaries and provide traceable context for agent decisions.
Explore retrieval & contextDocument and data validation components
Build structured extraction, record matching and validation steps that expose missing fields and conflicts, preserve source references and route exceptions for review.
Explore document & dataDecision and model routing components
Connect deterministic rules, predictive models and AI reasoning through explicit routing logic. Define uncertainty handling and review decisions using agreed cases.
Explore decision routingEvaluation and release components
Build evaluation harnesses, representative cases and release checks for grounding, tool behavior, review routing and end-to-end outcomes. Make the limitations visible.
Explore evaluationComponent monitoring and scoped support
Scope logging, regression checks, controlled updates and support for deployed components. Availability, responsibilities and service windows are confirmed for each engagement.
Explore monitoring & supportOptional technical walkthrough
How the workflow connects.
Follow a sample architecture from approved sources to a reviewed result. Start the animation or select a stage to explore.
Across every stageIdentity & permissionsEvaluation & logsRecovery & ownership
STAGE 1 / 5
Your systems
Approved sources supply the request and business context. Access follows the identity and permissions configured for the workflow.
A sample design, not a live system. Select any stage to inspect it. Animation starts only when you choose Play and can be paused. Reduced-motion preferences disable moving flow indicators.
Implementation detail
Explore the components.
Open a component to see its purpose and deliverable.
Enterprise RAG and knowledge systems
Connect approved sources to grounded answers while retaining the evidence and access boundary.
Deliverable: Retrieval interface, source mapping and grounding tests.
Explore the componentTool adapters
Give an agent a defined interface to the APIs and actions your workflow requires.
Deliverable: Adapter code, validated schemas and integration tests.
Explore the componentOrchestration
Connect steps with explicit routing, state, retries and recovery behavior.
Deliverable: Workflow definition, state contract and failure-path tests.
Explore the componentHuman approval
Pause consequential or uncertain actions and send the right context to a named reviewer.
Deliverable: Approval route, decision record and resume/reject tests.
Explore the componentDocument validation
Extract structured fields, identify missing information and flag conflicting records.
Deliverable: Output schema, validation rules and representative cases.
Explore the componentEvaluation and release
Measure component behavior and the complete workflow against agreed cases.
Deliverable: Evaluation harness, case log and acceptance matrix.
Explore the componentEstimate the time spent on a repetitive workflow
Explore a potential opportunity using your own assumptions. This is an illustration, not a forecast or promised saving.
Your workflow, your assumptions
Illustrative monthly capacity
15hours
Potential manual time freed from 50 hours of current effort.
Tasks × minutes ÷ 60 × assumed reduction. An illustration, not a forecast or guaranteed saving. Review effort, implementation and operating costs must be assessed separately.
Discuss the assumptions with usHow to engage
One clear next step.
01 / Diagnose
Clarify the opportunity.
Examine one workflow, its data, integrations and failure cases. Receive prioritized findings, acceptance criteria and a scoped implementation recommendation.
Discuss your project02 / Implement
Build and put it to use.
Deliver the agreed workflow or component with integrations, evaluation evidence, deployment documentation and a technical handoff.
Discuss your projectPrice, schedule and availability follow the agreed scope. Continued support and expansion are separately scoped.
Let’s put the right work in motion
Discuss your project
Tell us what is taking too much time, where a process breaks down, or what you want to build. A short description is enough.
- Discuss the workflow and what is blocking delivery.
- Identify the right starting point and what success would look like.
- Agree on a useful next action, with no obligation to buy.
We’ll review your inquiry and reply with questions or proposed times for a 20-minute conversation. There is no obligation to buy.
- Business
- SDVOSB certified
- Delivery
- Senior engineering
- Location
- McLean, Virginia
Project briefUnclassified inquiries