Custom AI Agent Development
Autonomous agents with memory, tools, and guardrails — built for your exact workflow.
- Task agents with tool use & function calling
- Long-term + session memory architectures
- Guardrails, evals & human-in-the-loop
Services
Advanced AI, delivered end to end
From a single automation to a full multi-agent platform — we design, build, and ship custom AI agents, voice agents, omnichannel bots, fine-tuned models, CRMs, and complete products.
What we build
Every AI capability, delivered end to end
Custom AI agents, multi-agent systems, RAG chatbots, voice & telecalling agents, omnichannel bots, automations, LLM fine-tuning, CRM builds, and full-stack products.
Multi-Agent AI Systems
Orchestrated teams of specialist agents with shared memory — for complex business operations.
- Supervisor & swarm orchestration patterns
- Shared memory & state across agents
- Role-specialized agents with clear handoffs
RAG Chatbots & Knowledge AI
Chatbots grounded in your data — accurate answers with citations, zero hallucinated pricing.
- Ingestion pipelines for docs, sites & databases
- Vector search with re-ranking & citations
- Confidence thresholds & human handoff
Voice AI & Telecalling Agents
End-to-end voice agents that make and take calls — qualification, support, reminders, follow-ups.
- Outbound telecalling & campaign dialing
- Inbound reception, routing & support lines
- Real-time STT/TTS with natural barge-in
Omnichannel Bot Automation
WhatsApp, Instagram, Facebook, web, email, SMS — one brain behind every channel.
- WhatsApp, Instagram, Facebook & Telegram bots
- Unified memory & context across channels
- Broadcasts, drip flows & catalog commerce
AI Automation & Workflow Integration
Custom automations that remove manual work across your entire tool stack.
- Process mapping & automation audits
- n8n / Make / custom pipeline builds
- Document AI — parse, extract, classify
Custom LLM Fine-Tuning
Models tuned on your domain data — your tone, your terminology, your edge.
- Dataset curation & synthetic data generation
- LoRA / QLoRA & full fine-tuning
- Eval harnesses & regression testing
CRM Development & Integrations
Custom CRMs and deep integrations — every lead, call, and conversation in one place.
- Custom CRM builds with roles & pipelines
- HubSpot, Zoho, Salesforce integrations
- AI lead scoring & auto follow-ups
Full-Stack Product Engineering
Web apps, dashboards, and SaaS platforms — designed, built, and shipped to production.
- SaaS platforms & customer portals
- Real-time dashboards & control rooms
- APIs, databases & cloud infrastructure
AI Strategy & Problem Discovery
We find the pain point, prove the ROI, then build the solution — no slideware.
- Pain-point discovery workshops
- ROI modeling & feasibility validation
- Rapid prototypes before full builds
Systems Integration & Modernization
Connect everything you run — and move off the legacy tools holding you back.
- REST, GraphQL & webhook integrations
- Event-driven middleware & orchestration
- Legacy → modern platform migrations
Custom AI Agent Development
We design and ship production AI agents that actually do the work: reading your systems, taking actions, remembering context across sessions, and escalating to humans when it matters. From a single task agent to a persistent copilot with long-term memory, every agent is engineered around your real process — not a demo.
- Task agents with tool use & function calling
- Long-term + session memory architectures
- Guardrails, evals & human-in-the-loop
- Deployed on your cloud or ours
Multi-Agent AI Systems
When one agent isn't enough, we build orchestrated multi-agent systems: researcher, planner, executor, and reviewer agents that collaborate with shared memory and clear handoffs. Built on LangGraph-style orchestration with routing, state management, and full observability into every decision.
- Supervisor & swarm orchestration patterns
- Shared memory & state across agents
- Role-specialized agents with clear handoffs
- Tracing, monitoring & cost controls
RAG Chatbots & Knowledge AI
Retrieval-augmented chatbots trained on your docs, tickets, catalogs, and policies. We handle the full pipeline — ingestion, chunking, embeddings, vector search, re-ranking, and answer grounding — so your bot answers from verified knowledge, cites its sources, and hands off to a human when confidence drops.
- Ingestion pipelines for docs, sites & databases
- Vector search with re-ranking & citations
- Confidence thresholds & human handoff
- Continuous learning from feedback
Voice AI & Telecalling Agents
Human-sounding voice agents for inbound and outbound calling, delivered end-to-end: telephony setup, real-time speech-to-text, natural conversation with barge-in handling, CRM logging, and warm transfer to your team. Lead qualification, appointment booking, payment reminders, support lines, and outbound campaigns — at any call volume.
- Outbound telecalling & campaign dialing
- Inbound reception, routing & support lines
- Real-time STT/TTS with natural barge-in
- Call summaries, recordings & CRM sync
Omnichannel Bot Automation
One AI brain, deployed everywhere your customers are. We build bot automations for WhatsApp Business, Instagram DMs, Facebook Messenger, Telegram, your website, email, and SMS — all sharing a single knowledge base, memory, and conversation history. A customer can start on Instagram and finish on WhatsApp without repeating a word.
- WhatsApp, Instagram, Facebook & Telegram bots
- Unified memory & context across channels
- Broadcasts, drip flows & catalog commerce
- Analytics, tagging & human takeover
AI Automation & Workflow Integration
We map your operations, find the hours being wasted, and automate them: lead routing, document processing, invoice handling, onboarding, reporting, and approvals. Built with n8n, Make, or fully custom pipelines — connected to your CRM, ERP, sheets, and inboxes, with monitoring and failure recovery included.
- Process mapping & automation audits
- n8n / Make / custom pipeline builds
- Document AI — parse, extract, classify
- Monitoring, alerts & failure recovery
Custom LLM Fine-Tuning
When prompting hits its ceiling, we fine-tune. Dataset curation from your real conversations and documents, instruction tuning with LoRA/QLoRA or full fine-tunes, rigorous evals against your benchmarks, and private deployment — on your cloud, on-prem, or served through a managed endpoint.
- Dataset curation & synthetic data generation
- LoRA / QLoRA & full fine-tuning
- Eval harnesses & regression testing
- Private, self-hosted or managed deployment
CRM Development & Integrations
We build CRMs shaped around how you actually sell, and integrate the ones you already use. Custom pipelines, lead scoring, AI-drafted follow-ups, and two-way sync with your bots and voice agents — so every WhatsApp message, call transcript, and form fill lands on the right record automatically.
- Custom CRM builds with roles & pipelines
- HubSpot, Zoho, Salesforce integrations
- AI lead scoring & auto follow-ups
- Bot & voice-agent conversation sync
Full-Stack Product Engineering
A full product team on demand: modern web applications, customer portals, admin panels, real-time dashboards, and complete SaaS platforms. Built on Next.js, TypeScript, and scalable cloud infrastructure — with AI woven in from the first commit, not bolted on later.
- SaaS platforms & customer portals
- Real-time dashboards & control rooms
- APIs, databases & cloud infrastructure
- SEO, performance & accessibility
AI Strategy & Problem Discovery
Not sure where AI fits? We embed with your team, map your workflows, and identify exactly where automation and AI create measurable leverage. You get a prioritized roadmap, a validated prototype, and a build plan — executed by the same engineers who scoped it.
- Pain-point discovery workshops
- ROI modeling & feasibility validation
- Rapid prototypes before full builds
- Architecture & vendor-neutral stack advice
Systems Integration & Modernization
APIs, webhooks, middleware, and event-driven pipelines that link your CRM, ERP, payments, and data platforms into one intelligent stack. Plus planned migrations from spreadsheets and legacy systems to modern AI-ready platforms — phased cutovers, validated data, minimal downtime.
- REST, GraphQL & webhook integrations
- Event-driven middleware & orchestration
- Legacy → modern platform migrations
- Secure auth, logging & error handling