The audit log of an autonomous shift. Click any row to inspect the context, model version, and outcome — same view your compliance team gets.
Autonomy without rails is a liability. Each Autonoma deployment runs through the same six-stage pipeline — declarative goal, gated decisions, swappable models, drift detection, replay, kill-switch.
Every workflow declares its goal. Autonoma plans the steps, picks the actions, and re-plans on failure. Your team writes the goal, not the procedure.
Each agent action carries a confidence score. Below threshold, it routes to a human reviewer; above, it proceeds. Tune the gate per workflow, per risk class.
Roll a new model into production with traffic-shifted A/B and instant rollback. Zero downtime, zero deploy windows, full audit trail of which version handled which decision.
Compare planned outcome vs realized outcome on every action. Drift over threshold automatically flags the planner for retraining — before bad decisions compound.
Every autonomous decision is captured with the exact context that produced it. Replay any action under any historical data, retroactively — perfect for compliance and post-mortems.
A single auditable action halts every autonomous agent in your tenant in under 200ms. Role-gated, signed, and unbypassable — even by an agent under attack.
Autonoma replaces the human-in-the-loop bottleneck with continuous autonomous decisioning. Plans get drafted, actions get taken, models get tuned — at the speed of your data, not the speed of your weekly ops review. The agents do the loop; your team writes the goals.
Built on the Tera Grid: confidence-gated, fully replayable, and bound by the Kill-Switch at all times. Pilot one workflow in two weeks. Fleet-wide in eight.
Autonoma menggantikan keperluan manusia mengawal setiap langkah dengan sistem keputusan automatik berterusan. Rancangan disediakan, tindakan diambil, model diperhalus — pada kelajuan data anda, bukan kelajuan mesyuarat operasi mingguan. Ejen yang menjalankan kitaran; pasukan anda menentukan matlamat.
Dibina di atas Tera Grid: ditapis dengan tahap keyakinan, boleh dimainkan semula sepenuhnya, dan sentiasa di bawah suis kecemasan. Lancarkan satu aliran kerja dalam 2 minggu. Seluruh armada dalam 8 minggu.
Indexed for both humans and answer engines. Every entry is fully expanded — no clicks needed, no hidden answers.
RPA replays scripts a human recorded — when the page changes, the script breaks. Autonoma plans every run from the goal you declare. Schema changes, new fields, slow APIs — the planner adapts because it understands the goal, not the procedure. You write what should happen, not how.
Yes. The default gate is 0.80 across all workflows, but each gate is independently configurable per workflow, per risk class, and per time window. High-stakes workflows (payment release, vendor changes) commonly run at 0.95; routine ones (inventory adjustments) at 0.70.
Hot-swap menyalurkan sebahagian trafik langsung ke model baru, membandingkan keputusannya dengan model sedia ada pada input yang sama, dan mempromosikan atau membatalkan berdasarkan perbezaan. Rollback bersedia 60 minit selepas setiap promosi — jika sesuatu menyimpang, ia kembali secara automatik.
A mix — small fine-tuned models for high-frequency narrow decisions (planner, gate-scorer), medium models for cross-domain reasoning, and frontier models when needed for novel situations. Our Tera Grid runtime routes each call to the cheapest model that meets the confidence threshold.
Two weeks to live in shadow mode (parallel to your existing process, no actions taken). Two more weeks to gated production (Autonoma proposes, human reviews). Four to six weeks to fully autonomous on the first workflow. Most customers run 6–12 workflows by month four.
Yes. Every autonomous action captures the full input context (data snapshot + model version + gate threshold + planner trace). Replay at any future point recreates the exact decision under the exact context, or under a different one if you are testing an alternative.
LangChain dan ChatGPT adalah rangka kerja AI agent untuk pembina. Autonoma ialah lapisan operasi agentic AI yang sudah dijalankan dalam produksi — armada AI agent yang merancang, membuat keputusan, dan belajar untuk perniagaan, bukan sekadar menjawab soalan. Setiap keputusan ditapis dengan tahap keyakinan dan boleh dimainkan semula sepenuhnya untuk audit.
One workflow, one week. We'll set up a pilot tenant on the Tera Grid and get back to you within one business day.