AI Consulting: Custom Agents and Production Systems
Aki Wijesundara, PhD
Senior AI Advisor, UN | Google AI Accelerator Alum
Manu Jayawardana
AI Founder | Co-Founder & CEO at Krybe
Ship AI that survives contact with production.
Snap Drum is an AI systems and agents consultancy built by PhD researchers and repeat founders. We design, build, and ship production-grade AI: intelligent agents, RAG pipelines, and enterprise automation that holds up under real load, real data, and real users.
What we do:
Custom agentic development: multi-step agents, tool use, memory, and knowledge graphs
Production AI systems: RAG, evals, observability, latency, and cost optimisation
Enterprise automation: document processing, internal copilots, workflow agents
AI strategy and architecture reviews
Selected work:
An agentic financial copilot over 35K+ users.
A sub-500ms, SOC2-compliant voice platform with 1K+ concurrent users.
A multimodal RAG invoice processing pipeline.
More case studies.
Investment:
Advisory and architecture session: from $499 (60 minutes)
Scoped build engagements: from $9999
Fractional AI lead or retainer: from $4999 per month
Who it's for: teams that need AI in production, not another proof of concept.
How it works: start with a discovery call. We scope the problem, propose an approach, and agree on a path to delivery.