Custom AI for the workflows that slow your business down
We design and build AI agents, knowledge systems, and process automations that handle the repetitive, manual work burning your team's time — integrated into the tools you already use.
// the problem
Where AI makes the biggest difference
Not every process needs AI. These three patterns show up in almost every business we talk to.
Your team copies data between systems manually
Hours a week lost to moving information from email to CRM, from spreadsheet to ERP, from ticket to report. Error-prone, soul-crushing, and completely solvable.
Knowledge is buried and hard to find
Your team re-answers the same questions, digs through old documents, and asks colleagues for context that should be instantly available. Institutional knowledge doesn't scale.
Decisions wait on humans to read and summarize
Reports, emails, support tickets, contracts — someone has to read everything before anything happens. AI can read, classify, summarize, and route faster than any team.
// what we build
Three ways we automate your business
AI Agents & Process Automation
Autonomous agents that watch for triggers, make decisions, and act across your tools — without human intervention. From lead routing to invoice processing to support triage.
- Multi-step workflow agents
- CRM / ERP / ticketing integrations
- Human-in-the-loop escalation
- Scheduled and event-driven runs
RAG & Knowledge Systems
Give your team an AI that knows your business — trained on your docs, policies, SOPs, and history. Ask it anything. Get answers grounded in your actual data.
- Document ingestion & indexing
- Semantic search over private data
- Policy & compliance copilots
- Onboarding & enablement assistants
AI-Augmented Software
Full-stack web and mobile products with AI features built in — not bolted on. Eight years of engineering discipline meets modern LLM capabilities.
- Custom web & mobile products
- LLM feature integration
- Cloud / DevOps foundations
- Model evaluation & governance
// use cases
Where we've seen AI land
Six business domains where automation delivers fast, measurable impact.
Customer Operations
Intelligent ticket routing, response drafting, SLA risk alerts — without adding headcount.
📈Sales & Revenue
Lead scoring, next-best-action guidance, meeting summaries, and proposal generation.
🧠Internal Knowledge
An AI that knows your SOPs, policies, and history. Ask it anything — get grounded answers.
🧾Finance & Risk
Invoice extraction, anomaly detection, compliance signal checks. Less manual validation.
🔄Supply Chain
Demand forecasting, exception prediction, replenishment recommendations.
⚙️Custom AI Programs
Domain-specific models, hybrid pipelines, and agent frameworks built around your data.
// process
How we work
Structured enough to be predictable. Flexible enough to fit your business.
Discover
We map your business goals, current workflows, data landscape, and the highest-value automation candidates. No assumptions — we start with your context.
Design
Model architecture, integration points, guardrails, and a KPI-aligned delivery plan. You approve the design before we write a line of production code.
Build
End-to-end implementation — AI models, integrations, testing, and deployment. We use AI in our own delivery process to move faster without cutting corners.
Scale
Post-launch monitoring, model evaluation, cost optimization, and iterative improvements. AI systems need ongoing care — we stay engaged.
// stack
Model-agnostic by design
We pick the right tool for your use case, not the one we happen to prefer.
LLM Providers
- Claude (Anthropic)
- GPT series (OpenAI)
- Gemini (Google)
- Llama (Meta/local)
Retrieval & Knowledge
- pgvector / Supabase
- Pinecone
- LlamaIndex
- LangChain
Agent Frameworks
- LangGraph
- Anthropic Agents SDK
- AutoGen
- Custom orchestration
Integrations
- Salesforce / HubSpot
- Jira / Linear
- SAP / ERPs
- REST / Webhooks / MCP
Infrastructure
- AWS / GCP / Azure
- Cloudflare Workers
- Docker / Kubernetes
- CI/CD pipelines
Observability
- LangSmith
- Weights & Biases
- Grafana
- Custom eval harnesses
// why us
Why teams choose AppServices
Engineering-first, not hype-first
We have 20 years of shipping production software. We build AI features the same way — with proper architecture, testing, and long-term maintainability in mind.
Model-agnostic
We don't have a preferred LLM vendor. We evaluate options against your requirements, data, cost constraints, and compliance needs — and recommend accordingly.
Outcomes over outputs
We agree on business KPIs before we write code. Time saved, error rate reduced, tickets resolved — concrete numbers, not a list of features delivered.
Small team, direct access
You work directly with the people building your product. No account managers, no hand-offs to junior developers. Fast decisions, clear communication.
// ready to start?
Map the AI opportunities in your business
A 30-minute strategy call is enough to identify 2–3 high-value automation candidates in your workflows. No commitment, no pitch deck.