Services
What we can build for you
One senior team across strategy, agents, and engineering, so nothing gets lost between the idea and the running system.
01, AI Consulting
Find out where AI pays off first
We map your workflows, find where time and money are going, and show you the payback math, before you commit to a build.
Strategy & readiness
Opportunity mapping, AI readiness audits, and prioritized roadmaps tied to business outcomes.
Architecture & RAG
LLM selection, retrieval-augmented generation, and data pipelines built for accuracy and cost.
Governance & evals
Model evaluation, safety, compliance, and monitoring frameworks your board can trust.
02, Agentic AI
Agents that do the work, not just answer questions
We build agents that read your data, use your tools, and finish real workflows, with safety checks and logging on every action. From on-prem coding agents to patent-filing platforms.
Multi-agent orchestration
Coordinated agents with shared memory and task routing.
Tool & system integration
APIs, databases, browsers, internal apps, wired up safely.
Human-in-the-loop
Approvals and escalation exactly where they matter.
03, Software & Products
The plumbing around the model
Models need products around them. We build the platforms, pipelines, and infrastructure (including secure on-prem deployments), and can embed with your team to move faster.
Product & platform builds
Web, mobile, and API products engineered for scale and security.
Cloud, data & MLOps
Infrastructure, data platforms, and deployment pipelines that keep AI reliable.
Team augmentation
Senior engineers and AI specialists who plug into your team and ship.
Integration
Plugs into the stack you already run
We don't replace your systems. We sit on top of them, and surface the work where your team already is.
Your stack
- Databases & warehouses
- SaaS tools & internal apps
- Docs, tickets & files
- APIs & webhooks
Ativos layer
- Retrieval & context
- Agents & tool use
- Evals & guardrails
- Audit log on every action
Where the work lands
- Team chat & review queues
- Dashboards & reports
- Automated workflows
No rip-and-replace. Deployed inside your cloud or fully on-prem.
See what this looks like in practice
Five builds, client work and our own products, with the problem, the approach, and the outcome.
See the case studies →Fit check
Who this works well for, and who it doesn't
A good fit
- You have a real workflow problem: repetitive work, slow cycles, or data nobody has time to read.
- You want a working system in your stack, not a strategy report or an AI demo day.
- You can give us access to the people who actually do the work we're automating.
- You're in a regulated or security-sensitive environment and need on-prem or tight controls.
- You'd rather hear "that's not worth building" than pay for something that doesn't work.
Probably not a fit
- You want an AI chatbot for your website and nothing more, off-the-shelf tools do this cheaper.
- You need a full-time team on long-term staff augmentation, we're a small consultancy, not a body shop.
- You want us to build "something with AI" without a specific problem to solve, the project will drift.
- You can't share real data or let us talk to the people doing the work, we can't build what we can't see.
- You need someone to maintain and run a system forever. We build, hand over, and enable your team.
Data, privacy & compliance
We're based in Bangalore and Amsterdam and work with EU and Indian clients. For EU engagements we can provide a Data Processing Agreement, keep processing inside the EU or fully on-prem, and design for GDPR and EU AI Act requirements from the start, including on-prem builds where no data leaves your network at all.
Engagement models
Three ways to work together
Every engagement starts small. You decide at each step whether to continue.
Advisory sprint
A focused 2–4 week engagement. You get a costed roadmap and a clear recommendation on what to build first.
Build partnership
We design and deliver the system, from prototype through production, while your team learns to run it.
Embedded team
Senior AI and software specialists working inside your team, month to month.
Have a specific workflow in mind? Let's scope it.