AI Copilot Development
We design and ship domain-specific copilots that automate workflows, use tools, and align to your policies from support desks to operations to ecommerce.
- / Trust By
Built with LangGraph · LangChain · Python · PyTorch · FastAPI. Memory, RAG, tool use, and evaluation baked in — so copilots learn and improve.
Policy‑aligned
Tool‑using
Production‑ready
- / Techstack
Built with modern, proven AI technologies
Copilot types
Pick a focused scope for week‑one value, then expand features and channels as we learn from usage.
Support Copilot
Auto-triage, draft replies, cite knowledge, and escalate with context.
Sales Copilot
Summarize calls, draft outreach, update CRM, and recommend next actions.
Ecommerce Copilot
Product search/Q&A, guided discovery, PDP insights, and post‑purchase help.
Ops Copilot
SOP guidance, incident playbooks, ticket routing, and workflow automation.
Data Copilot
Ask your warehouse, generate SQL, build charts, and schedule reports.
Docs Copilot
Draft, review, and enforce policy templates with in‑line explanations.
Core capabilities
Everything your copilot needs to be useful on day one — and measurably better by week four.
Tool Use & Actions
APIs, databases, and internal systems — with guardrails and audit trails.
RAG & Knowledge
Embeddings, citations, and freshness policies to keep answers accurate.
Multi‑Turn Memory
Session + long‑term memory that follows privacy and retention rules.
Workflow Orchestration
Trigger jobs, file tickets, update CRMs/ERPs, and orchestrate approvals.
Safety & Policy Controls
Jailbreak defenses, PII masking, rate limits, and role‑based access.
Observability & Evals
Logging, tracing, red‑teaming, and continuous evaluation of quality.
Where your copilot lives
Ship to the channels your team already uses — reduce friction, increase adoption, and measure ROI fast.
CRM/Helpdesk
HubSpot, Salesforce, Zendesk, Freshdesk (via SDKs/webhooks).
Team Tools
Slack, Telegram, email, and custom web portals.
Ecommerce
Medusa.js storefronts, checkout help, PDP Q&A, returns.
Ops & ERP
Odoo, NetSuite, custom ERPs, inventory and order ops.
Data & BI
Warehouse question‑answering and scheduled reporting.
Mobile & Web
Embeddable widgets, chat UIs, and in‑product assistants.
Safety & Observability by design
Guardrails and measurement aren’t add‑ons — they’re part of the architecture from day one.
Security & Compliance
PII masking, access scopes, audit logs, and policy‑aligned prompts.
Cost & Latency Budgets
Caching, batching, streaming, and tiered models — tuned to SLAs.
Observability
Logs, traces, metrics, and red‑team evals with continuous improvement.
Our delivery process
- / Process
1/6
Use cases, KPIs, risks, and compliance needs.
Define
2/6
Flows, memory strategy, policies, UX, and API contracts.
Design
3/6
RAG, tool use, adapters, and automated tests.
Develop
4/6
Security, evals, monitoring, and performance tuning.
Harden
5/6
Canary + A/B, stakeholder training, change playbooks.
Launch
6/6
Feedback loops, tuning, and roadmap expansion.
Improve
- / FAQs
Frequently Asked Questions
- How fast can we launch a copilot?
A focused MVP can ship in 4–6 weeks depending on data and integrations.
- Who owns the IP?
You do. We assign IP and deliver code, infra configs, and documentation.
- How do you keep quality high?
We implement eval harnesses, red‑teaming, and observability from day one.
- Where can the copilot run?
In your app, Slack/Telegram, CRM/Helpdesk, web portal, or custom channels.
Ready to ship your copilot?
Let’s define the MVP and launch to your channels with safety, analytics, and measurable impact.