Case Studies

Systems we built.
Numbers we own.

These are real engagements, with real metrics, with permission to share. Some clients are still active engagements. Every number was verified by the customer before publication.

Case study 01 · Fintech

A new fraud-detection platform, deployed in 14 weeks.

We rebuilt Nuvo’s fraud platform around a real-time agentic decision engine — cutting false positives by 64% while accelerating settlement.

Client
Nuvo Payments
Duration
14 weeks
−64%
False positives
110ms
Decision latency
$8.4M
Annual savings
Outcomes
  • Real-time agentic fraud engine replacing rule-based legacy
  • Continuous evaluation pipeline with daily golden traces
  • Audit-ready decision trails for compliance
Case study 02 · Climate / Industrial

Field operations copilot for 12,000 technicians.

A mobile-first agentic copilot that turned tribal field knowledge into a queryable, action-capable interface.

Client
FieldLayer Energy
Duration
6 months
+38%
Time-on-tool
+22%
First-time fix
74
Tech NPS
Outcomes
  • Offline-capable mobile copilot with RAG over manuals
  • Voice-first interaction for hands-busy work
  • Photo-grounded diagnostic flows
Case study 03 · Healthcare

HIPAA-grade clinical RAG over 18 years of notes.

We indexed two decades of clinical notes into a permission-aware retrieval system used by 4,200 clinicians daily.

Client
Arcwell Health
Duration
9 months
4,200
Clinicians active
−71%
Avg lookup time
Pass
HIPAA audit
Outcomes
  • Permission-aware retrieval honoring patient consent and care-team scope
  • Cited answers grounded in source records
  • Daily clinician feedback loop tuning relevance
Case study 04 · Ecommerce

Sub-second storefront across 14 countries.

Headless replatform from a monolithic stack to Next.js on the edge — without a single hour of downtime.

Client
Harbor & Co.
Duration
5 months
0.8s
LCP
+31%
Conversion
12x
Peak traffic
Outcomes
  • Edge-rendered PDPs across 14 markets
  • Custom A/B-tested checkout with Stripe + Adyen
  • Order orchestration handling 12x peak traffic
Case study 05 · Developer tools

From PLG to enterprise SaaS in three quarters.

Lattica scaled from self-serve to a six-figure enterprise tier with SSO, SCIM, RBAC, and audit exports we shipped in one quarter.

Client
Lattica
Duration
3 quarters
4.2x
ARR multiple
23
Enterprise logos
Type II
SOC 2
Outcomes
  • SSO + SCIM provisioning for enterprise rollouts
  • Casbin-based RBAC with audit log exports
  • SOC 2 Type II readiness in 8 months
Case study 06 · Supply chain

AI-native routing for 240 carriers.

Replaced a brittle rules-based router with an agentic planner that adapts to real-time traffic, weather, and constraints.

Client
OrbitNow Logistics
Duration
7 months
−29%
Empty miles
+18%
On-time delivery
+34
Carrier NPS
Outcomes
  • Agentic route planner with real-time replanning
  • Constraint-aware dispatch UI for ops teams
  • Carrier-facing mobile app with live decisions
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