Scout
Research and discovery
Status · Reading the brief
End-to-end AI consultancy · people + agents
AI, from start
to scale.
From A to A.
Atereta is a modern AI consultancy. Our team works side by side with our own AI agents to take you through the whole journey: strategy and discovery first, then build, deploy, operate and grow. One partner, from the first question to AI running at scale.
02 — Why now
Most AI never leaves the demo.
Teams get a strategy deck from one firm, a prototype from another and a cloud bill from a third. Nobody owns the gap between them, so pilots stall before they reach real users. We take the whole journey with you, from the first question to AI at scale, so nothing falls between the cracks.
03 — Services
One partner, start to scale.
Every engagement follows the same journey. Join at the start, or at whatever stage you're at. Specialist work — training, on-device AI, agents — plugs in where you need it.
- 01
Start Strategy and discovery
Where AI will actually move your numbers, what data you have, what it costs, and what to leave alone.
Outputs · Opportunity map, business case, roadmap - 02
Design Architecture and approach
Buy, prompt, fine-tune or build. Cloud, on-prem or on-device. Which agents, and which guardrails.
Outputs · Solution design, data plan, delivery plan - 03
Build Prototype to product
Data pipelines, models, agents and integrations into your tools, tested against real tasks.
Outputs · Working system, eval suite - 04
Deploy In the cloud and on the device
Ship to production wherever it needs to run, securely and within budget.
Outputs · Production release, runbook - 05
Operate Run it, measure it
Monitoring, evals, cost control and support, with our agents watching around the clock.
Outputs · Dashboards, monthly reviews - 06
Scale Grow what works
Roll out to more teams, add use cases, retrain and improve, and back to A.
Outputs · Scale plan, next roadmap
Custom model training and fine-tuning
Your data, models you own, benchmarked before you commit.
On-device and edge AI
AI that runs in phones, cameras and machines, offline and private.
Agent systems
Agents that do real work inside your tools, with people in the loop.
Cloud and data platforms
The foundations everything else runs on.
04 — People + agents
A team of people. And agents.
Atereta pairs its team with our own in-house AI agents. People own the decisions, the relationships and the judgement calls. Agents take on the research, testing, monitoring and reporting, day and night. Together we move faster, and every agent action is logged and reviewable.
People decide. Agents do the legwork.
Forge
Build, data and evals
Status · Running eval 14/20
Relay
Deployment and monitoring
Status · Watching production
Ledger
Cost and usage reporting
Status · Reconciling spend
05 — Built by Atereta
We take our own products from start to scale too.
Takhtee
An AI-first platform for India's coaching centres.
aidukaan
AI-powered e-commerce for small businesses.
Client work is shown when we have permission to talk about it.
The loop
Start to scale, and back to A.
- 01StartGoals, data, constraints, budget.
- 02DesignThe right approach, and where it runs.
- 03BuildModels, agents, integrations, tested.
- 04DeployCloud, on-prem, on-device.
- 05OperateMonitor, evaluate, control cost.
- 06ScaleGrow adoption, then back to A.
The loop never really closes. That's how AI keeps getting better.
07 — Principles
Symmetry. Precision. Intelligence.
Symmetry
What goes in comes out. Your data, your models, your IP.
Precision
Measure before you scale. Evals before opinions.
Intelligence
The right AI in the right place, never more than the job needs.