Applied AI & Intelligence
Ship working intelligence into your workflows in weeks and scale to production. Guaranteed.
We make sure the future works for you.
Case Studies
For the Leaders building the Future
Outcomes Engineered for Impact
Observed results across clients include shipping inefficiency reductions (~25%), portfolio optimization at enterprise scale (multi‑billion), and valuation growth for AI‑native platforms. Your outcomes depend on scope and context; we model KPIs up front in the Strategy Sprint.
Time‑to‑value:
2–4 week pilots that put intelligence in front of users fast.
Measurable ROI
Cycle‑time reductions, cost savings, throughput gains, decision velocity.
Adoption first
Human‑centered interfaces and workflow fit (no shelf‑ware)
Risk down
Clear success criteria, governance by design, security from day one.
From Framework to Function
Exception & Insight Surfaces
Real‑time exception detection, anomaly alerts, and guided resolution in ops contexts (e.g., shipping, field, plant, support).
Retrieval & Knowledge
Secure, governed retrieval (RAG) over documents, telemetry, and transactional data with policy‑as‑data controls.
Agentic Workflows
Task‑bounded AI agents that prepare drafts, reconcile records, trigger tickets, or orchestrate steps under human oversight.
Forecasting & Planning Overlays
Demand/supply, risk, and maintenance forecasts that plug into your planning cadence.
See our Work.
Pilot‑first Approach
Strategy Sprint (free for qualified teams)
Design the job‑to‑be‑done (Week 1)
Data readiness & guardrails (Week 1–2)
Prototype the intelligence (Week 2–3)
Prove value (Week 3–4)
Scale & integrate (12 Weeks)
Technical Approach
How we deliver superior results with speed and governance.
Model Strategy
Multi‑model orchestration (LLMs, small task models), where needed. Avoid lock‑in; benchmark by job.
Retrieval & Data
Vector + structured retrieval, hybrid search; policy‑as‑data for redaction and entitlements.
Agents & Tools
Constrained tools (SQL, APIs, planners) with guardrails; human‑in‑the‑loop for critical actions.
Evaluation & Observability
Golden sets, inline feedback, cost/latency/quality dashboards, prompt and model drift alerts.
Pilot acceptance criteria
- SLA: p95 latency ≤ 2s for top flows
- Quality: ≥ 90% “useful” rating from target users on assisted tasks
- Cost: ≤ $X per assisted task
- Security: logs, lineage, and role scopes verified
- Business: ≥ 10% cycle‑time reduction on target process (4‑week window)
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