Evaluations are the backbone of every Intertwine AI engagement. We build measurement systems that let consulting and communications teams adopt AI with confidence, especially when quality, compliance, and brand safety are non-negotiable.
What our evaluation programs include
Risk-aware scoping
Map stakeholders, data sensitivity, and failure modes before a single prompt ships.
Rubric design
Co-create qualitative and quantitative criteria tailored to proposal, research, and content workflows.
Test set development
Build reusable scenario banks with ground-truth references, SME annotations, and acceptance thresholds.
Continuous monitoring
Stand up dashboards and review cadences so leaders can track drift, bias, and ROI in real time.
Metrics we watch
| Dimension | Example measures |
|---|---|
| Quality & accuracy | Source fidelity, citation completeness, narrative clarity scores |
| Speed & efficiency | Time-to-draft, review cycle reduction, automation coverage |
| Risk & compliance | Protected data leakage checks, brand voice adherence, hallucination rate |
| Adoption & change | Participant confidence, playbook usage, training completion |
How we work with your team
- Discovery workshops to gather scenarios, constraints, and current controls.
- Collaborative rubric sprints with consultants, writers, legal, and compliance.
- Pilot runs that benchmark human-only vs. AI-assisted workflows.
- Playbook handoff with measurement plans, escalation paths, and change management guidance.
Deliverables you can trust
- Evaluation matrix covering metrics, owners, cadence, and tooling.
- Prompt libraries with scored exemplars and anti-pattern callouts.
- Governance briefing for leadership, IT, and legal stakeholders.
- Recommendations for integrating with QA, proposal review, and knowledge management systems.
Integrations & compliance
We align to your security posture—SOC 2, HIPAA, FedRAMP, or internal data handling policies—and slot into the tools your teams already use (Office, Google Workspace, Salesforce, ServiceNow, Notion, Teams, Slack, and more).
Need deeper assurance? We coordinate with privacy, procurement, and vendor management to document everything end-to-end.
Ready to operationalize evaluations?
Pair this program with our AI Upskilling for Consulting and Comms offering or book a dedicated engagement focused on metrics and guardrails.
Book a discovery call