Solis is liveExplore$1M seed memo
New launch: SolisSolis is live, mission control for ambitious AI teams.Explore Solis
$1M seed round closedSunray Labs AI has raised $1 million in first-round seed funding.Read the memo
Case studies
Proven in production.Measured, not marketed.
Real deployment scenarios across industries: the problem, how we built it, and what changed. Client names are withheld; full detail is available under NDA.
- 7
- Deployment studies
- 6
- Sectors covered
- 18
- Tracked outcome metrics
- 14 days
- To first live agent
Featured scenario
Autonomous supply chain dispatch. Illustrative deployment.
How a self-correcting routing system replaced a manual dispatch operation, cutting latency and fuel cost.
- 01 · Challenge
Routing chaos
The client was processing 12,000 shipments daily via manual dispatch. Human agents struggled to account for real-time weather, traffic and fuel prices.
- 02 · Approach
Predictive vectoring
We deployed Sunray EnTX to ingest historical shipping data and trained a custom reinforcement learning model that simulates routing options before dispatch.
- 03 · Outcome
Zero-touch scale
Dispatch is now autonomous. The human team was retrained as exception handlers, dealing only with edge cases the system flags.
Archive
Deployments by sector.
Illustrative deployment scenarios across industries. Client details available under NDA.
Retail / Boutique
Confidential retail client
The 24/7 Virtual Concierge
Leadership was spending hours daily answering social DMs and scheduling fittings.
- < 30 sec
- Avg. response time
- +34%
- Booking conversion
Fintech
Confidential fintech client
Automated Compliance Officer
Manual KYC created onboarding delays and user drop-off.
- 78%
- Auto-approval rate
- 4 min
- Median approval time
SaaS
Confidential SaaS client
Dynamic Churn Sentinel
Reactive support meant at-risk accounts churned before teams could intervene.
- -22%
- Churn reduction
- 3–6 weeks
- Early warning window
Creative Agency
Confidential agency client
Asset Generation Pipeline
Design teams were bottlenecked by high-volume campaign variant production.
- 10x
- Variants per campaign
- -65%
- Production time
Manufacturing
Confidential manufacturing client
Visual Anomaly Detection
Manual QA missed microscopic defects in assembly lines.
- 99.2%
- Defect detection rate
- < 2%
- False positive rate
Logistics
Confidential logistics client
Intelligent Fleet Dispatch
Route planning inefficiencies increased fuel and operational costs.
- -18%
- Fuel cost reduction
- +12 pts
- On-time delivery
How we engage
From audit to impact. Typical timeline.
- 1Week 01
Tactical audit
We map your workflows and identify the friction worth targeting first.
- 2Week 03
Working prototype
First iteration running in a sandbox, tested against your real data.
- 3Week 06
Live deployment
Production release with human-in-the-loop guardrails fully active.
- 4Week 12
ROI positive
Full autonomy where it has proven safe; the system starts paying for itself.