40%
of enterprise applications will be integrated with task-specific AI agents by the end of 2026, up from less than 5% in 2025
Gartner press release, August 2025When One AI Call Is Not EnoughBuild a Team of Agents
Orchestrated systems of specialized AI agents that delegate, verify, and escalate, handling complex, multi-step workflows a single prompt or model call cannot solve.
Where singleagents hit a wall
- The task has too many steps for one prompt to handle reliably.
- Different parts of the job need different skills and tools.
- You need one agent to check another's work before it acts.
- Complex workflows need routing, not a single linear chain.
WHAT WEBUILD
Orchestrated Agent Teams
Specialist agents coordinated by a controller that delegates and combines results.
Verifier and Checker Agents
One agent reviews another's output before anything is committed.
Tool-Using Agents
Agents that call your systems, APIs, and data to actually do work.
Escalation and Human-in-the-Loop
Edge cases routed to a person, confident cases handled end to end.
Workflow Orchestration
Routing, retries, and state management across the whole system.
Observability and Evals
Full logging and evaluation, so you can trust and debug the system.
How we deliver
From Idea to Production Agent in Weeks
A structured approach with clear milestones ensures every agent is validated against business KPIs before going live.
Workflow decomposition
We break the complex task into roles agents can own.
Architecture
Agent design, orchestration, tools, and guardrails.
Build and eval
Hardened agents with evaluation and observability.
Deploy and evolve
Monitored in production, extended as needs grow.
Success stories
HEALTH PLANS OF NC
Delivering fast, human-like conversations with AI that understands user intent, answers accurately, and provides instant support. We build intelligent conversational AI solutions powered by LLMs, RAG, and secure enterprise knowledge bases to automate customer interactions while improving user experience across web and mobile platforms.
- 24/7 AI-powered customer support with natural, context-aware conversations
- Accurate responses using RAG with company documents, FAQs, and knowledge bases
- Reduced response time and support workload through intelligent automation
- Scalable, secure conversational AI with analytics, multilingual support, and seamless CRM/API integrations
HEALTHCARE MANAGEMENT DASHBOARD
We built a modern healthcare management system that unifies patient data, appointment scheduling, referrals, and quality monitoring into a single dashboard. With real-time reporting and intelligent workflow automation, healthcare teams can manage daily operations more efficiently while delivering a better patient experience.
- Unified dashboard for patients, appointments, and clinical operations.
- Live reporting with actionable insights and performance monitoring.
- Secure, scalable architecture designed for healthcare organizations.
- Increased operational efficiency with automated processes and centralized data.
INK SEO WRITER
A fast-growing content marketing platform needed an all-in-one AI writing solution to simplify content creation, SEO optimization, and campaign management. We developed an intelligent AI-powered platform that enables users to research keywords, generate high-quality content, create images, and optimize everything for better search rankingsall from a single dashboard.
- Increased content production by 5x with AI-assisted writing workflows.
- Reduced content planning time by 80% using automated keyword research and clustering.
- Improved search visibility with AI-powered SEO optimization, helping content rank faster.
- Enabled marketers to create blogs, social media campaigns, email sequences, and ad copy from one unified platform.
Who we work with
AI Agents for Any Industry
Every industry has different challenges. We create industry-specific AI solutions designed for your business.
Financial Services
- Tutoring and learning agents
- Content generation pipelines
- Editorial review copilots
- Personalization engines
Retail & E-commerce
- Personalized shopping agents
- Catalog enrichment automation
- Customer support copilots
- Demand forecasting agents
Healthcare
- Clinical documentation agents
- Patient triage chat
- HIPAA-grade RAG systems
- Claims processing automation
Real Estate
- In-product AI copilots
- Internal knowledge agents
- Sales research automation
- Engineering productivity tools
SPECIALIZED MULTI-AGENT SERVICES
Two production-focused practices inside the wider automation engagement. Pick a starting point, or let us recommend one during discovery.
Agent Orchestration
Design and build the controller and coordination layer for a team of agents
Agent Observability and Evals
Instrument an agent system so its behavior is measurable and trustworthy.
Agentic AI · Why now
The Numbers Behind Agentic AI
Independent research shows AI agents moving from pilots into production, cutting operational cost and reshaping how work gets done. It also shows most projects failing. Which is exactly why the build matters more than the model
Questions Teams Ask First
When a task is too complex or multi-skilled for one reliable prompt.
Verifier agents, orchestration, evals, and human escalation.
Yes, that is the point, they act inside your systems.
Yes, full logging and observability.
Four to eight weeks depending on complexity.