Multi-Agent Coordination & Task Routing
Dynamic planning and multi-turn state management across complex business workflows.
- Dynamic planning & contextual memory
- Self-correcting error recovery
- Direct ERP & CRM tool execution
Autonomous AI agents that drive revenue and cut operational costs.
We architect goal-directed multi-agent systems for enterprises and SMEs across FinTech, Healthcare, Logistics, Real Estate, and Retail. We charge based on verified business outcomes—never billable hours.
4.5/5 2,000+ reviews
Trusted by 100+ companies worldwide
Measurable Operational Impact, Not Billable Hours
75%
Drop in manual task hours across back-office workflows
45s
Average response & triage speed across inbound customer channels
99.4%
Execution accuracy using typed schemas and guardrail verification
30 Days
From initial workflow audit to a working sandbox agent
“Futurix deployed an autonomous reconciliation agent that eliminated 75% of our manual audit hours. Because their milestones were tied to error rates rather than hours logged, we had a production-ready system in weeks instead of a never-ending consulting engagement.”
Marcus Vance, Chief Operating Officer at Apex Global Logistics
Multi-Agent Systems Engineered for Production Scale
Deterministic Safety Guardrails & Sandboxes
Enforce Pydantic typed schemas, RBAC access controls, and Human-in-the-Loop triggers.
- Pydantic & Zod typed parameter schemas
- Granular Role-Based Access Control (RBAC)
- Human-in-the-Loop threshold authorization
Bi-Directional Enterprise Integration
Seamless enterprise connectors for SAP, Salesforce, Oracle, and private vector data lakes.
- Native SAP, Salesforce, Oracle & SQL sync
- Air-gapped on-premise sovereign clusters
- 100% code, dataset, and architectural IP ownership
Trained for Your Daily Workflows, Not General Chat
FinTech & Banking Agents
Autonomous KYC validation, transaction anomaly checks, and multi-currency ledger reconciliation with complete audit logging.
Healthcare & Clinical Agents
Structured patient intake triage, unstructured medical record synthesis, and automated insurance pre-authorization documentation.
Supply Chain & Logistics Agents
Real-time freight route coordination, demurrage fee alerting, and automated bill-of-lading extraction directly into your TMS.
Real Estate & PropTech Agents
24/7 bilingual WhatsApp inquiry qualification, viewing scheduling, and automated lease documentation workflows.
Retail & E-Commerce Agents
High-intent customer assistance, order exception handling, automated returns verification, and stock alerts.
Enterprise ERP & Ops Agents
Automated 3-way invoice matching against POs, vendor quote gathering, and cross-system database synchronization.
Three Commitments Behind Every Agent We Ship
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1. Outcome-Tied Milestones
We tie our fees directly to business KPIs: latency, throughput, error bounds, and completed work. No padded timesheets.
2. Hard Schema Guardrails
Every LLM output passes through strict type validation and permission checks before touching your primary database.
3. 30-Day Working Sandbox
Your team interacts with real agents executing your actual business tasks in staging within 4 weeks of project kickoff.
Multi-Agent Workflow Architecture & Delivery Framework
1. Ingestion & Triggers
Captures real-time webhooks, Kafka queues, and documents with local PII redaction.
2. LangGraph Controller
Deconstructs business goals into structured DAGs with self-healing error loops.
3. Specialist Swarm
Domain-specific workers execute business logic, policy checks, and database commits.
4. Guardrails & HITL
Strict typed parameter contracts and 1-click managerial authorizations for high-risk actions.
Why Outcome-Based Delivery Outperforms Hourly Billing
Hourly Retainer Model
Traditional Dev Agencies & Wrapper Bots
Open-ended hourly retainers and brittle single-prompt chatbots
Billed for Effort, Not Results
Agencies charge £1,200/day regardless of whether the agent successfully automates a single transaction.
Superficial Prompt Wrappers
Fragile single-turn prompt chains that crash on edge cases and fail to maintain context across multi-step flows.
Hallucinations Inside Your Database
Unchecked LLM writes that risk mutating live records or executing malformed queries on primary databases.
6-Month Discovery Decks
Lengthy consulting cycles where you pay for months of theoretical slide decks before touching working code.
100% Outcome Guaranteed
Futurix Autonomous Agent Architecture
Stateful multi-agent systems with guaranteed business outcomes
Outcome-Tied Milestones
We agree on measurable KPIs—latency, throughput, error bounds, and volume. You pay against verified delivery.
Stateful LangGraph Swarms
Multi-agent clusters with persistent memory and autonomous self-healing retry loops.
Deterministic Safety Guardrails
Pydantic typed validation, read-only partitions & Human-in-the-Loop approval gates.
21–30 Day AI Launchpad
Working production sandbox deployed in under 4 weeks with zero disruption to legacy workflows.
Proven Results Delivered for Enterprises & SMEs
“Futurix transformed our multi-currency invoice audit pipeline. The multi-agent cluster processes 45,000 transactions daily with 99.98% accuracy. Their outcome-based model made it completely risk-free for our board to greenlight.”
Marcus Vance, Chief Operating Officer at Apex Global Logistics
“Inquiry response times dropped from 4 hours to under 45 seconds on WhatsApp and web. The agents qualify tenant budgets and schedule viewings directly into our CRM with zero hallucinations.”
Tariq Al-Mansoor, Managing Director at Prime Properties Dubai
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Authoritative Engineering Guides & Multi-Agent Blueprints
FAQ & Pricing
Frequently Asked Questions
Enterprise & SME Autonomous AI Agent Implementation
Futurix designs, builds, and maintains autonomous multi-agent systems that act as intelligent digital coworkers for ambitious enterprises and scaling SMEs. Unlike single-prompt chatbots, our agent swarms plan multi-step workflows, query enterprise databases, execute API tools, and update core ERP/CRM backends with deterministic reliability. We operate exclusively on an outcome-based pricing model: our compensation is tied directly to verified operational outcomes, efficiency gains, and ROI milestones—never billable hours.
How does your outcome-based pricing model work in practice?
Before writing a single line of code, we define concrete operational milestones with your leadership team (e.g., 80% reduction in invoice handling time, sub-60s customer lead response, or 99.9% extraction accuracy). Our fee structure is tied directly to hitting these agreed performance gates. You never pay for unproductive engineering hours or speculative R&D.
Can SMEs afford and implement autonomous AI agents?
Absolutely. We specifically designed our AI Launchpad framework to help fast-growing SMEs deploy targeted agent workflows (such as automated customer support, document parsing, or CRM data enrichment) in just 2 to 3 weeks without large upfront enterprise infrastructure investments.
Which industry verticals do your agents support?
We have deployed production agent systems across Banking & FinTech (KYC, automated ledger reconciliation), Healthcare (clinical note search, patient intake triage), Supply Chain & Logistics (freight dispatch, bill-of-lading extraction), Real Estate (24/7 WhatsApp lead qualification, lease renewals), and E-Commerce & Retail (returns processing, inventory rebalancing).
How do you prevent agents from hallucinating or executing bad database updates?
We enforce a 4-tier safety layer: (1) Strict typed validation schemas (Pydantic/Zod) on all tool calls, (2) read-only replica partitions for query stages, (3) automated rollback mechanisms for failed tasks, and (4) deterministic Human-in-the-Loop (HITL) approval queues for high-value or irreversible operations.
What is the typical rollout timeline from kickoff to production?
Our standard AI Launchpad delivers an interactive sandbox prototype in Weeks 1–3, followed by enterprise API integration, security audits, and full production deployment in Weeks 4–8.