6 specialist AI agents. 110+ production workflows. One operating layer for research, operations, finance, fundraising, and knowledge.
One intelligence layer. Multiple specialized agents.
Most AI tools help one person work faster. ALAT AI Swarm helps the entire business operate itself.
Master Orchestrator
Strategic coordination, routing oversight, cross-agent execution management, and final response framing.
Market Intelligence
Web research, competitive analysis, trend monitoring, lead enrichment, and real-time external signal gathering.
Workflow Execution
Task routing, status tracking, follow-up automation, deadline management, and operational throughput.
Financial Visibility
Burn rate monitoring, runway calculations, expense categorization, budget alerts, and financial summaries.
Investor Pipeline
Investor CRM workflows, outreach drafting, pipeline tracking, follow-up sequencing, and fundraising ops.
Institutional Memory
Internal knowledge retrieval, document-grounded answers, company context preservation, and decision history.
Instead of one general-purpose assistant trying to do everything, ALAT uses specialist agents with explicit responsibilities, memory, and execution paths — the same way real companies rely on departments, not one overworked intern with Wi-Fi.
ALAT AI Swarm is designed to route work, make decisions, and complete workflows across your company in real time.
Competitive analysis. Market scanning. Lead enrichment. Founder and investor intelligence. Trend monitoring — all automated.
Task routing. Status tracking. Follow-up automation. Workflow completion. Cross-team coordination without manual handoffs.
Burn rate monitoring. Runway calculations. Expense categorization. Financial summaries. Budget alerts before things go red.
Investor CRM workflows. Outreach drafting. Pipeline tracking. Follow-up sequencing. Fundraising operations on autopilot.
Internal knowledge retrieval. Document-grounded answers. Company context preservation. Shared operational memory across agents.
Every successful route strengthens pheromone trails. Every failure decays them. The system gets smarter with every interaction — no retraining needed.
Every message is routed through a layered decision system that prioritizes speed, confidence, and learned success — so the swarm converges on the right specialist without human babysitting.
< 10ms · Tier 1
150+ keyword stems and phrase rules catch the majority of traffic instantly. Zero model cost. Cheap, explainable, debuggable, production-safe.
< 50ms · Tier 2
Successful paths strengthen future routing confidence. Failed paths decay. A continuously improving selection layer that adapts to real traffic.
< 500ms · Tier 3
For ambiguous queries, multiple candidate agents are evaluated in parallel. Discovers new routing patterns that rigid rule engines miss.
Deterministic when possible. Adaptive when necessary. Exploratory when required.
Every number reflects live system behavior under real development and real QA — not fantasy metrics, not vibes, not "coming soon."
End-to-end decision pathways validated
Hardened through iterative QA
Production-deployed across all domains
Execution traces, memory, records
Most "AI agent" products start with expensive, unpredictable LLM reasoning. ALAT starts with systems engineering.
Rule-based routing handles the obvious fast. LLMs are the fallback, not the foundation. Lower cost, lower latency, higher trust.
When a specialist returns validated results, the system bypasses re-interpretation. Data flows directly to formatting. Less hallucination, more signal.
Agents coordinate through a shared operational memory layer instead of brittle direct coupling. Scalable specialization without central bottlenecks.
Most AI infrastructure assumes abundant compute and high tolerance for waste. ALAT is built differently — for the speed, constraints, and realities of African companies.
Free-tier LLMs, deterministic routing first, zero-waste architecture. Total infra under $200/month.
Tier 1 at <10ms. Works on 3G. No heavy model calls for 70% of traffic.
WhatsApp and Telegram-first. Mobile Money native payments. Swahili + English. KES pricing.
$85K/year total operating cost vs $950K for a traditional startup. 90% savings — same output.
Watch DAVID route a live business request, activate the right specialist, and complete a real workflow in real time. This is not a chatbot with costumes. This is an operating layer.