● The AI Intelligence Platform

An AI workforce you can run your business on.

Most AI tools answer questions. Ospectra coworkers do the work — on every channel your customers use, inside controls your board can sign off on.

One platform carries all of it: the Coworker Harness that reasons through real work, the Gateway that puts the same coworker on every surface, and plug-in packs that connect your systems in weeks, not quarters.

Book a Demo See the architecture ↓

2,000 / 2,000conversations · zero errors

153 mstypical response

~30 sintegration to live

Measured on the platform under load — not asserted.

● Why it looks different

Built to think, not to follow a script.

Real conversations don’t follow a diagram — so our coworkers don’t either. Every coworker runs on a reasoning core that thinks through each situation and decides its own next step, inside limits the platform itself enforces.

Fewer boxes. Far fewer dead ends. Coworkers that finish the job, not the script.

Every layer of the platform is measured before it ships and enforced by the runtime itself — not by instructions we hope the AI follows. Everything on this page is here because it earned its place.

● The Coworker Harness

One reasoning core. Fully harnessed.

The Coworker Harness is the mind every Ospectra coworker runs inside. It plans the work, briefs itself before every reply, acts through your systems, and recovers when a path dead-ends — while the harness itself keeps every step inside the lines.

✓One fluid loop that plans, acts, and recovers — no brittle hand-offs between separate systems.
✓Briefed by the Context and Memory Engines before every reply, so customers never repeat themselves.
✓Guardrails and human approval gates enforced by the harness itself — not by instructions.
✓Work confirmed done by an independent Validator before anyone hears “done.”

Explore the engines ↓

Coworker
Harnessreasoning loop

Context Engine Memory Engine Guardrails Engine Approval Gates The Validator Learning Engine

● The architecture

One platform. Every layer.

From the surfaces your customers talk to, down to the data — with identity on one side and observability on the other, running through everything. Any cloud, any AI model, one version number.

Identity & tenancy — spans every layer

verified-token identity

signed pack identity

query-level isolation

per-tenant scoping

empty audience = nobody

tenant is a thread, not a column

ACoworker Studio· authoring — never in the request path

Personas Releases & changelog MCP registry Secrets by name Budgets & spend Tenants

publishes coworkers

L1Experience· every surface

Teams

Slack

Web

Voice

SMS

Phone

Terminal

1webhooks · WebSocket · SSE

L2Orchestration — MAS Gateway· one inbound door

Ingress

Adapters

Sessions

Routing

Policy

Commands

Delivery

Spill

Reach ladder

Refusal

Continuity

Proactive

Identity

2jobs ↓ · replies ↑

L3Transport — the bus· work is pulled

RabbitMQ

Redis Streams

Azure Service Bus leases · quorum · DLQ

3workers pull

L4Coworker Runtime· the harness — every engine the model runs inside

Reasoning Engine

plans · acts · recovers

AidaIntakeYours

Context Engine

Memory Engine

Guardrails Engine

Evaluation Engine

The Validator

Approval Gates

Learning Engine

Usage & Cost Engine

Isolated runtimes

OpenSandbox

isolated container per conversation

MCP Pack Host

hot-load ~30s · signed identity

4LLM & Realtime calls

L5Model· any model, no lock-in

OpenAI

Any model

Realtime voice

Limits & pricing

Usage ledger

5sessions · ledger · artifacts

L6Data· managed, any cloud

PostgreSQL

Redis

Object store

User drives

Secrets

6ship

L7Delivery· keyless, any cloud

GitHub Actions

OCI registry

Containers

Promote by retag

Any cloud

git tag→CI — no green, no wheel→signed publish→hot-load · ~30s, no restart

Observability — spans every layer

Always-on stats

OpenTelemetry

Trace-linked logs

MLflow traces

Per-tenant counters

The Observatory

one span tree per message

Guardrails · Approval gates · Evaluations · Verdict ledger · Release governance · Usage & cost — enforced across every layer

● Inside the Coworker Runtime

Twelve engines. One promise: work you can trust.

Every coworker — ours or the ones you author — runs inside the same engines. A capability proven once is proven for all of them.

Reasoning Engine

Thinks through real work end to end — plans, acts, and recovers from dead ends. Coworkers that finish jobs, not tickets.

Context Engine

Every conversation starts fully briefed: who this is, what they told you before, what the moment needs. Your customers never repeat themselves.

Memory Engine

Total recall, on the record. What was said six weeks ago is still there — in full — the moment it matters.

Guardrails Engine

Brand-safe by construction. Protections for data, conduct and manipulation that can be tightened to your policies — and never loosened below ours.

Approval Gates

The moments that matter wait for your people — money, signatures, saying no to a customer. Frozen until a human rules, even when the coworker runs overnight.

a person decides here

The Validator

Independent quality control on every piece of work. A second mind — that never sees the first one’s reasoning — confirms the job is actually done before anyone hears “done.”

Evaluation Engine

Proof before production. Every change faces a bank of real-world scenarios. Nothing ships on the strength of a good demo.

Learning Engine

Gets better at your business. A thumbs-up becomes a worked example; a correction becomes a rule — with your team approving every lesson.

Usage & Cost Engine

A CFO-grade meter. Live spend per coworker and per customer, priced as it happens. A retry never bills twice.

OpenSandbox

Anything an coworker executes happens in a sealed room — an isolated container per conversation, away from your systems.

MCP Pack Host

Your systems, plugged in. CRM, records, scheduling — delivered as packs that go live in the running platform in about thirty seconds, without downtime.

Coworker Studio

Build coworkers in a browser — roles, rules and channels authored by the people who know the work. Every change versioned, every coworker with its own changelog.

● Control

Autonomy is a dial, not a leap.

Start with answers only. Grow into unattended operation as the evidence earns it. The platform holds whichever setting you choose.

Ask
Answers questions. Takes no action at all.
Plan
Proposes the steps and stops. Nothing moves until you approve.
Coworker
Does the work, pausing at every gated action for a human decision.
gated actions wait
Autonomous
Runs unattended — and still freezes at the irreversible moments. No setting removes that.
gated actions wait

The runtime keeps the promise, not the prompt.

Anyone can write “never do X” in an instruction and hope. In a business where an coworker talks to real customers, hoping isn’t a control — so the limits live in the platform itself, where no clever conversation can talk its way past them.

● Proof over promises

Measured, not asserted.

We test the platform the way your customers will use it — under real load, on real scenarios — and we publish the results. That discipline is why these numbers mean something.

2,000 / 2,000

conversations completed under load — zero errors

platform load test · 200 concurrent

153 ms

typical platform response time

same test · single worker

62.6% → 0

false alarms in safety checks, after calibration

guardrail calibration · 2026

+84 pts

better at tasks that depend on remembering your customer

memory evaluation

~30 s

from a finished integration to live in production

pack hot-load, measured

See it run on your kind of work.

Book a Demo Talk to our team

An AI workforce you can run your business on.

Built to think, not to follow a script.

One reasoning core. Fully harnessed.

One platform. Every layer.

Twelve engines. One promise: work you can trust.

Reasoning Engine

Context Engine

Memory Engine

Guardrails Engine

Approval Gates

The Validator

Evaluation Engine

Learning Engine

Usage & Cost Engine

OpenSandbox

MCP Pack Host

Coworker Studio

Autonomy is a dial, not a leap.

Ask

Plan

Coworker

Autonomous

Measured, not asserted.

See it run on your kind of work.

Let's Get You Started

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See OSpectra in Action